From 6a0c886fc129339666bc855f5b8ffa3894e2ef82 Mon Sep 17 00:00:00 2001
From: Sasha Glazov <glazov@mail.desy.de>
Date: Tue, 28 Dec 2021 19:19:32 +0100
Subject: [PATCH 1/9] updates

---
 README                                  | 700 +-----------------------
 reactions/fastNLO/fastnlotk/Makefile.am |   6 -
 src/CheckForPDF.cxx                     |   2 +-
 3 files changed, 4 insertions(+), 704 deletions(-)
 delete mode 100644 reactions/fastNLO/fastnlotk/Makefile.am

diff --git a/README b/README
index 5086a9f41..87c86c069 100644
--- a/README
+++ b/README
@@ -41,6 +41,8 @@ publication, please use the citations as suggested by the REFERENCES file.
 
 For support information, please visit https://wiki-zeuthen.desy.de/xFitter/xFitter
 
+For documentation of the code, please use https://gitlab.cern.ch/fitters/xfitter/-/wikis/home
+
 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 
 1) Installation and Usage Instructions: please refer to the INSTALLATION file.
@@ -58,12 +60,6 @@ For support information, please visit https://wiki-zeuthen.desy.de/xFitter/xFitt
                          names of data files to be fitted to, definition 
                          of kinematic cuts                        
                         
-      minuit.in.txt  --  controls minimisation parameters and minimisation 
-                         strategy. Standard Minuit commands can be provided
-                         in this file
-
-      ewparam.txt    --  controls electroweak parameters.
-
       parameters.yaml -- new unified parameter file, to control parameters transfered to the
                          reaction interfaces. 
 
@@ -135,694 +131,4 @@ another option would be:
   DataSystType = ':A', ':A'
 &End
 
-  c) Data files format 
---------------------------
-
-   Experimental data are provided by the standard ASCII text files. The files
-   contain a "header" which describes the data format and the "data" in terms
-   of a 2-dimensional table. Each line of the data table corresponds to a
-   data point, the meaning of the columns is specified in the file header.
-
-   For example, a header for HERA combined H1-ZEUS data for e+p neutral 
-   current scattering cross section is given in the file
-
-       datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat
-
-   The format of the file follows standard "namelist" conventions. Comments 
-   start with exclamation mark.  Pre-defined variables are:
-
-      Name        --- (string) provides a name of the data set
-
-      Reaction    --- (string) reaction type of the data set. Reaction type is used 
-                      to trigger corresponding theory calculation. The following 
-                      reaction types  are currently supported by the xFitter:
-
-                        'NC e+-p'  -- double differential NC ep scattering
-                        'CC e+-p'  -- double differential CC ep scattering
-                        'NC e+-p charm' -- charm production in the NC ep scattering
-
-                        'CC pp'    -- single differential d sigma (W^{+,-})/d eta
-                                      production and W asymmetry at pp and ppbar 
-                                      colliders (LO+kfactors and APPLGRID interface)
-                        'NC pp'    -- single differential d sigma Z/d y_Z at pp and
-                                      ppbar colliders
-                                      (LO+kfactors and APPLGRID interface)
-
-                        'pp jets APPLGRID' -- pp->inclusive jet production, using
-                                     APPLGRID 
-
-                        'FastNLO ep jets' -- ep jets calculated with the help of
-                                     fastnlo v.2.0 table
-                        'FastNLO ep jets normalised' -- fastnlo ep jets normalised
-                                     to inclusive DIS cross section
-
-                        'muon p'   -- proton structure function in the muon-proton 
-                                      DIS scattering 
-			'DUMMY'    -- Dummy reaction type to be used for testing the 
-				      data format. In this case the central values of data
-				      are ignored and theory predictions are used, chi2 will be zero.
-
-
-      NData       --- (integer) specifies number of data points in the file. 
-                     This corresponds to the number of table rows which 
-                     follow after the header.
-
-      NColumn     --- (integer) number of columns in the data table.
-
-      ColumnType  --- (array of strings)
-                      Defines layout of the data table. The following column types
-		      are pre-defined: 'Flag', 'Bin', 'Sigma', 'Error' and
-		      'Dummy' The keywords are case sensitive. 'Flag' cortrols
-		      the treatment of specific bin (0/1 - exclude/include the
-		      bin in the fit, 1 by default), 'Bin' correspond to an
-		      abstract bin definition, 'Sigma' corresponds to the data
-		      measurement, 'Error' - to various type of uncertainties
-		      and 'Dummy' indicates that the column should be ignored.
-
-      ColumnName  --- (array of strings)
-                      Defines names of the columns. The meaning of the name depends
-		      on the ColumnType. For ColumnType 'Flag' it is 'binFlag',
-		      For ColumnType 'Bin', ColumnName gives a name of the
-		      abstract bin. The abstract bins can contain any variable
-		      names, but some of them must be present for correct cross
-		      section calculation. For example, 'x', 'Q2' and 'y' are
-		      required for DIS NC cross-section calculation.
- 
-                      For ColumnType 'Sigma', ColumnName provides a label for 
-                      the observable, which can be any string.
- 
-                      For ColumnType 'Error', the following names have special meaning:
-                       'stat'  -- specifies column with statistical uncertainties
-                       'uncor' -- specifies column with uncorrelated uncertainties  
-                       'total' -- specifies column with total uncertainties. 
-                                  Total uncertainties are not used in the fit,
-                                  however there is an additional check is performed
-                                  if 'total' column is specified: sum in quadrature
-                                  of statistical, uncorrelated and correlated 
-                                  systematic uncertainties is compared to the total
-                                  and a warning is issued if they differ significantly.
-                       'ignore' - specifies column to be ignored (for special studies).
-                      Other names specifies columns of correlated systematic 
-                      uncertainty. For a given data file, each column of the correlated
-                      uncertainty must have unique name. To specify correlation across
-                      data files, same name must be used for different files.  
-                       
-      SystScales  --- (array of float, optional)
-                      For special studies, systematic uncertainties can be scaled
-                      The numbering of uncertainties starts from the first column
-                      with the ColumnType 'Error'. For example, setting 
-
-                           SystScale(1) = 2.  
-
-                      in datafiles/H1ZEUS_NC_e-p_HERA1.0.dat would scale stat. 
-                      uncertainty by factor of two.
-                       
-
-      Percent     --- (array of bool) For each uncertainty specify if it is given in 
-                      absolute ("false") or in percent ("true").  The numbering of 
-                      uncertainties starts from the first column with the 
-                      ColumnType 'Error' (see example above).
-
-      NInfo       --- (integer) Calculation of the cross-section predictions may 
-                      require  additional information about the data set. The number of 
-                      information strings is given by NInfo
-
-      CInfo       --- (array of strings) Names of the information strings. 
-                      Several of them are predefined for different cross-section 
-                      calculations.
- 
-      DataInfo    --- (array of float) Values, corresponding to CInfo names.
-
-      IndexDataset -- (integer) Internal H1 Fitter index of the data set. Provide unique
-                      numbers to get extra info for chi2/dof for each data set.
-      	              To index new data sets please refer to the table available in www.xfitter.org
-	
-      TheoryInfoFile --- (string) Optional additional theory file with extra 
-                     information for cross-section calculation. This could be k-factors,
-                     APPLGRID file or FastNLO table.
-  
-      TheoryType --- (string) Theory file type: 'kfactor', 'applgrid', 'FastNLO' or 
-		     'expression'. The last one gives more flexibility in
-		     theory definition, allowing to set a simple formula in
-		     'TheorExpr' string variable with preliminary defined
-		     terms in 'TermName', 'TermType' (can be 'kfactor',
-		     'applgrid' or 'virtgrid') and 'TermSource' (the files from
-		     where the predictions are taken). TermInfo can be a
-		     special option string for fast cross section evaluation.
-		     See what options are supported for each theory type. The
-		     expression recognises simple arithmetic operations
-		     (+,-,/,*) and 'sum()' function, returning predictions
-		     summed over bins. Example:
-                     --------------------------
-                      TheoryType     = 'expression'
-                      TermName = 'A1', 'K' 
-                      TermType = 'applgrid','kfactor'
-                      TermInfo = '',''
-                      TermSource = 'path/to/grid.root' , 
-                                   'path/to/kfactor.txt'
-                      TheorExpr= 'K*A1/sum(A1)'
-		     --------------------------
-		     The expression also recognises numerical terms, e.g.
-		     'k*A+0.1' (due to technical limitations, no spaces 
-		     are allowed in 'TheorExpr' value). By default the numeric result 
-		     of the expression is divided by the bin width. In order
-		     to obtain initial values or use 'sum()' operation (integral
-		     of the differential distribution e.g. for normalization purposes) 
-		     one should add '_norm' suffix to the the TermType of 'applgrid' and
-		     'virtgrid'. For more information on the 'virtgrid' definition
-		     please see program's manual.
-      
-      NKFactor   --- (integer) For kfactor files, number of columns in
-                     TheoryInfoFile
-
-      KFactorNames - (array of strings) For kfactor files, names of columns in 
-                     TheoryInfoFile
-
-      PlotDesc   --- contains options for drawing tools, i.e.:
-            PlotN         - number of plots for data set(s), i.e. SubPlots
-            PlotDefColumn - data variable used to divide the data in SubPlots
-            PlotVarColumn - variable providing bin center information (to be used only if bin edges are missing)
-            PlotDefValue  - ranges of PlotDefColumn used to divide the data in SubPlots
-            PlotOptions(N)- additinal information displayed on the plots like experiment, process, axes titles, example: 
-            PlotOptions(1)='Experiment:H1 ZEUS@ExtraLabel:e^{-}p CC @XTitle: x @YTitle: d#sigma/dx @Title:Q^{2} = 300  @Xlog@Ylog'
-
-
-  c.a) FastNLO specific data format
------------------------------------
-
-  In this subsection we describe data format specific for FastNLO implementation.
-  The program included FastNLO Toolkit for the new format tables (v. 3.2+). The old
-  FastNLO table format can be still accessed with the help of APPLGRID (this is not
-  tested in the xFitter enviroment though). The reader supports both flexible
-  and non-flexible scales tables. For flexible tables, scales can be defined
-  through the CInfo mechanism in the data file. Below more details on different
-  data file variables are given.
-
-      Reaction - for the fastnlo jet cross sections this should be 'FastNLO ep jets'
-  or 'FastNLO ep jets normalised'. The latter refers to jet cross sections normalised
-  to inclusive DIS cross sections (definition of the normalisation phase space needs
-  to be done for each data point, see the 'ColumnName' field).
-
-      ColumnName - There are some specific names that are recognised internally by
-  the code:
-         'Z0Corr': Allows to inform the program of the size of the Z0 exchange correction.
-                 If it is given, each point calculated by the FastNLO code will be
-                 multiplied by the Z0Corr value.
-         'NPCorr': Allows to inform the program of the size of the non-perturbative correction.
-                 If it is given, each point calculated by the FastNLO code will be
-                 multiplied by the NPCorr value. Z0Corr and NPCorr can be added 
-                 simultaneously, and in this case the calculated cross sections
-                 will be multiplied by the product of (Z0Corr*NPCorr).
-         'q2min', 'q2max', 'ymin', 'ymax', 'xmin', 'xmax': These can be used to define 
-                 DIS phase space for the normalisation used in the 'FastNLO ep jets normalised'
-                 case. Out of these three (q2, y, x) exactly two sets should be defined
-                 to inambiguisly define the DIS phase space.
-         
-      CInfo, DataInfo - Following info fields are required to calculated desired cross sections
-                 (some can be ommited for 'FastNLO ep jets normalised' case):
-
-         'PublicationUnits': Output of the FastNLO code can be given in units used in 
-                 the relevant publication table or in a standarized units. To use 
-                 publication units one needs to set PublicationUnits to 1. In order
-                 to use absolute units, it needs to be set to 0.
-
-         'MurDef', 'MufDef': Here user can define the scale definition used by
-                 the FastNLO code for variable scale tables. The renormalisation
-                 scale (MurDef) and factorisation scale (MufDef) definitions
-                 can be set independently. The required value follows 
-                 the FastNLO standard and should be equal to :
-                    0 :   mu^2 = Q^2 
-                    1 :   mu^2 = pt^2 
-                    2 :   mu^2 = ( Q^2 + pt^2 )
-                    3 :   mu^2 = ( Q^2 + pt^2 ) / 2 
-                    4 :   mu^2 = ( Q^2 + pt^2 ) / 4 
-                    5 :   mu^2 = (( Q + pt ) / 2 )^2
-                    6 :   mu^2 = (( Q + pt ))^2
-                    7 :   mu^2 = max( Q^2, pt^2)
-                    8 :   mu^2 = min( Q^2, pt^2) 
-                    9 :   mu^2 = (scale1 * exp(0.3 * scale2)) ^2
-
-         'lumi(e-)/lumi(tot)': This needs to be defined for 'FastNLO ep jets normalised'
-                 option. The normalisation depends on the ratio of the e+ and e- data 
-                 used to calculate the cross sections. This ratio should rather be
-                 given in a format (lumi{e-} / (lumi{e-} + lumi{e+}) and assume
-                 values between [0. 1.].
-
-         'UseZMVFNS': Should be defined for 'FastNLO ep jets normalised'. The calculation
-                 of the integrated inclusive DIS cross sections could be time consuming.
-                 This option provides an opportunity to use a "Zero Mass Variable Flavour
-                 Number Scheme" approximation which is very fast and possibly provides
-                 enough precision for the normalisation purposes. ZMVNS is used if 'UseZMVFNS'=1. 
-                 If 'UseZMVFNS'=0., the same scheme as defined in a global steering.txt file
-                 in the variable 'HF_SCHEME'
-
-      TheoryInfoFile - Should be a path to a FastNLO table in a version 2.0+
-      TheoryType -  Should be set to 'FastNLO'
-
-
-  d) Minuit cards
---------------------------
-
-  The minuit card contains the list of parameters used in the fits.
-  The default card (minuit.in.txt) located in the trunk is linked to the 
-  STANDARD PARAMETRISATION form as used for HERAPDF2.0 (14 free parameters).
-  	
-
-  STANDARD PARAMETRISATION has the form: 
-  A * x**B * (1 - x)**C * (1 + D *x + E * x**2 + F * x**3) - Ap * x**Bp * (1 - x)**Cp   
-
-
-  and it parametrises the following PDFs: 
-  uval, dval, Ubar(=ubar+cbar), Dbar(=dbar+sbar), gluon
- 
-
- Other optional minuit cards are stored in the input_steering/: 
-	- CTEQ minuit card
-    - CTEQHERA - hybrid: valence like CTEQ, rest like HERAPDF
-	- CHEBYSHEV minuit card: uval, dval, Sea(=Ubar+Dbar), gluon
-	- BiLog - bi-lognormal parametrisation
-    - DIFFRACTION - parametrisation optimised for fits with diffractive DIS data
-    - DIPOLE for dipole model fits (fixing all or all but gluon PDFs)
-    - GENETIC - switches on the multi solution finding tool
-    - kt-factorisation - parametrisation for uPDF fits 
-
-IMPORTANT:
-   Make sure that choosen minuit.in.txt corresponds to your selection in the steering.txt
-
-
-Explanation of the minuit.in.txt format:  
-
-
-set title
-new  13p HERAPDF
-parameters
-   1    'Ag'                       0.0000      0.
-   2    'Bg'                     -0.061953    0.027133
-
-.....
-
--  The first 3 lines set title and announces MINUIT the list of parameters	
--  The index of parameters is the first column and it is hardwired to the source code.
-
-1 -10 gluon parameters     
-11-20 uval  parameters
-21-30 dval  parameters
-31-40 Ubar  parameters
-41-50 Dbar  parameters
-51-60 U     parameters
-61-70 D     parameters
-71-80 Sea   parameters
-81-90 Delta parameters
-
-
-- second column represents just user defined names 
-- third column: input value for the parameter
-- forth column: step size (usually chosen of the same order as of the error)
-	IMPORTANT:
-	-> if step size value is 0. then this parameter is FIXED
-- fifth colum: lower boundary of the fit parameter
-- sixth column: upper boundary of the fit parameter
-	-> if boundaries are not mentioned then there are no boundaries!
-
-
-Only parameters that have the step size non-zero are let to vary in the fit (free parameters)
-Another way to fix the parameters is simply by typing at the end of the 
-list of parameters (make sure there is one line free between):
-
-FIX 10 --> this one fixes parameter 10
-
-Commands taken by minuit:
-call fcn 3  ->  fit is not performed, only 1 iteration, useful for testing
-		Minuit parameters ARE NOT minimized
-
-migrad 	     -> fit is performed (default number of calls 2000).
-migrad 20000 -> fit is performed up to 20000 calls, then terminates.
-hesse	     -> hessian estimate of the MINUIT parameters (more reliable than MINUIT)
-
-
-
-
-- The output of the fit is stored in the output/ directory: minuit.out.txt
-
-  Statements to watch in minuit.out.txt:
-  FCN=   575.16     -> this is total chisquare
-  FROM MIGRAD   STATUS=CONVERGED  -> this is desirable for a fit that converged
-  FCN=   575.16     FROM HESSE     STATUS=OK  --> this is desirable for a fit that converged 
- 						  and errors estimated with HESSE method
-  EDM=  0.12E-04    STRATEGY= 1      ERROR MATRIX ACCURATE 
-
-
-Additional Option that works only with  ./configure --enable-genetic
-
-genetic  
-(for details please see below)
-
-  d.a) GENETIC tool
---------------------------
-  
-   Genetic option in MUNUIT card is useful when one needs to assure 
-   that the MINUIT has found a global minima and not a local one.
-   Once activated, this option will initialise the scan of the parametrisation 
-   parameters and will store multi-solutions found in the output directories 
-   named output/genetic.*
-   An example of the minuit.in.txt is available in input_steering/ 
-   directory (minuit.in.txt.GENETIC).
-   NOTE: due to time constraints it is recomended to use RT FAST or 
-   ZMVFNS scheme when using this option.
-
-
-  e) Applying cuts
---------------------------
-  The namelist &Cuts, located inside the steering.txt file can be used to apply
-  simple process dependent cuts. The cuts are limitted to bin variables.
-  Simple low and high limits are allowed. For example, a cut on Q2>3.5 for
-  NC ep scattering is specified as
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5 
-   CutValueMax(1)     = 1000000.0
-
-  Maximum 100 cuts can be used by default.
-
-
-  f) Choosing the heavy flavour scheme
---------------------------
-  Several schemes are available for heavy quarks:
-
-  -VFNS (Variable Flavour Number Schemes):
-     RT-VFS                                 [from Robert Thorne]
-     ZMVFNS                                 [qcdnum]   
-     ACOT (ACOT-Full, ACOT-ZM, S-ACOT-Chi)  [from Fred Olness]
-     FONLL	      	       		    [as implemented in APFEL]
-
-  -FFNS (Fixed Flavour Number Scheme)       [qcdnum]
-   also available in ABM (openqcdrad-2.0b4) [from Sergey Alekhin]
-      
-  IMPORTANT if running with FFNS (nf=3): 
-  - only neutral current DIS data should be used in FF scheme due to missing NLO 
-    coefficient functions in charged current (W+c) process, valence quarks 
-    in this case should to be fixed in minuit.in.txt file
-    In FF ABM implementation the charged current coefficients are available
-    therefore valence parameters do not need to be fixed
-  - alpha_s(Q2) in FFNS is 3-flavour and recommended to be set to value of 0.105 
-    such that is not too high at low energies
-  - the scale in FFNS is defined as mu^2 = Q^2 + 4m_h^2 by default, can be 
-    changed in HQScale in steering.txt (scale variation in ABM not yet implemented)
-  - the pole mass definition for heavy quarks is set in ABM by default, 
-    the running mass definition (arXiv:1011.5790v1) can be switched in 
-    by setting HF_SCHEME = 'FF ABM RUNM' in steering.txt 
-
-
-  g) Understanding the output
-------------------------------
-  The results of the minimization are printed to the standard output and written
-  to the files in the output/ directory (name of the directory can be changed to
-  other than the default in the steering.txt). 
-
-  The quality of the fit can be judged based on total chi2 per degrees of freedom.
-  It is printed for each iteration as 
-
-                         1     1363.45  1131        1.21
-  ===========  Calls to fcn= IfcnCount            2
-uv:    5.5480    0.8105    4.8235    0.0000    9.9214    0.0000    0.0000    0.0000    0.0000    0.0000
-dv:    6.2834    1.0300    4.8463    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000
-Ub:    0.1613   -0.1273    7.0597    1.5481    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000
-Db:    0.2688   -0.1273    9.5862    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000
-GL:    2.2719   -0.0620    5.5624    0.0000    0.0000    0.0000    0.1661   -0.3831   25.0000    0.0000
-ST:    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000
-
-  The resulting chi2 is reported for each data set and for correlated 
-  systematic uncertainties separately. This information is printed and written
-  to the output/Results.txt file. The Results.txt file contains additional 
-  information about shifts of the correlated systematic uncertainties.
-
-  The minimization information from the minuit is stored in the output/minuit.out.txt
-  file. The verboseness level of this information can be changed by minuit commands
-  in the minuit.in.txt file. Make sure that the minuit does not report any errors
-  or warnings at the end of minimisation.
-  
-  Point by point comparison of the data and predictions after the minimization 
-  is provided in output/fittedresults.txt file. The file reports three columns
-  corresponding to three first bins of the input tables, data value, sum in 
-  quadrature of statistical and uncorrelated systematic uncertainty, total
-  uncertainty, the predicted value, after applying correlated systematic shifts,
-  pull between data and theory (calculated as (data-theory)/uncorrelated_error),
-  data set index. Similar information is stored in pulls.first.txt and pulls.last.txt
-  ( dataset index, first bin, second bin, third bin, data, theory, pull), however
-  theory is not adjusted for systematic error shifts in this case.
-
-  The output PDFs are stored in forms of tables in output/pdfs_q2val_XX.txt files.
-  Each of the files reports values of gluon, and quark PDFs as a function of x
-  for fixed Q^2 points. The Q^2 values and x grid are specified by 
-  &Output namelist in the steering.txt
-  
-  The PDF information and data to theory comparisons can be plotted using 
-  the bin/xfitter-draw program. The program requires the fit output directory as an argument. 
-  Calling the program with more directories as arguments provides comparison of the PDFs 
-  obtained in the various fits. 
-  For a full list of the available options of xfitter-draw please type: bin/xfitter-draw --help
-  
-  Finally, the xFitter package provides PDFs in LHAPDF format (version 5 and 6). 
-  To obtain the LHAPDF5.X grid file, run tools/tolhapdf.cmd script. The script 
-  produces PDFs.LHgrid file which can be read by lhapdf version lhapdf-5.8.6.tar.gz
-  or later. The LHAPDF6.X version grids are produced atomatically in xfitter_pdf directory
-
-
-
-h) PDF type
-------------------------------
-
- Currently there are two PDF types which can be fitted in xFitter:
- 'proton' for fitting proton data and 'lead' for fitting lead data
- (cannot be used in the combination with proton data). The PDF type 
- is set in the steering.txt with a flag PDFType:
-
- PDFType = 'proton'
-
-
-i) parametrisation style
-------------------------------
-
- There are various types of parametric functional form supported by xFitter. 
- They are accessed via the steering flag called PDFStyle:
- 
-  PDFStyle = 'HERAPDF'
-
-  The following options can be selected from the steering.txt  with a predefined string:
-
-   'HERAPDF' -- HERAPDF-like with uval, dval, Ubar, Dbar, glu evolved pdfs
-   'CTEQ'        -- CTEQ-like parameterisation
-   'CTEQHERA'    -- Hybrid: valence like CTEQ, rest like HERAPDF
-   'CHEB'        -- CHEBYSHEV parameterisation based on glu,sea, uval,dval evolved pdfs
-   'LHAPDFQ0'    -- use lhapdf library to define pdfs at starting scale and evolve with local qcdnum parameters
-   'LHAPDF'      -- use lhapdf library to define pdfs at all scales
-   'DDIS'        -- use Diffractive DIS 
-   'BiLog'       -- bi-lognormal parametrisation 
-
-
-j) Options for the chi2 choice:
-------------------------------
-
-  The form of the chi2 function in xFitter is based on nuisance parameters 
-  or the covariance matrix. The form and the scaling properties of the uncertainties 
-  are controlled globally by the CHI2SettingsName and Chi2Settings variables:
-
-  CHI2SettingsName = 'StatScale', 'UncorSysScale', 'CorSysScale', 'UncorChi2Type', 'CorChi2Type'
-  Chi2Settings     = 'Poisson'  , 'Linear',        'Linear'     , 'Diagonal'     , 'Hessian'
-
-  Variables 'StatScale', 'UncorSysScale' and 'CorSysScale' allow to chose different 
-  scaling rules for statistical, uncorrelated and correlated systematic uncertainties,
-  'UncorChi2Type' and 'CorChi2Type' selects the treatment of the systematic uncertainties
-  (e.g. Hessian, Matrix or Offset method can be chosen for the correlated systematics).
-
-  Extra corrections can be applied via Chi2ExtraParam flag (they are set off by default)
-  Chi2ExtraParam = 'PoissonCorr'
-  !  'PoissonCorr'            : extra log correction accounting for changing uncertainties
-  !  'FirstIterationRescale' : re-scale uncertainties at the first iteration only
-  !  'ExtraSystRescale'      : additional re-scaling of stat. uncertainty to account for syst. shifts.
-
-------------------------------
-
-
-3) FITTING uPDF (TMD)
-=====================
-  *************************************************
-  *   fitting uPDF (TMD) gluon to HERA data       *
-  *   using the CASCADE framework                 *
-  *         H. Jung (DESY)                        *
-  *         hanes.jung@desy.de                    *
-  *************************************************
-                 
- 0. set environment variables (please see INSTALLATION file) and run
-     
-    ./configure --enable-updf --enable-lhapdf --enable-checkBounds
-
-    NOTE: by default uPDF code uses cteq66 PDFs for the starting 
-          distribution for the valence quarks (Cascade/src/evolve_tmd.F), 
-          please make sure you have it downloaded and linked.
-
- 1. use steering and minuit input files from "input_steering":
-
-    cp input_steering/steering.txt.kt-factorisation steering.txt
-    cp input_steering/minuit.in.txt.kt-factorisation minuit.in.txt
-    cp input_steering/steer-ep-CASCADE steer-ep
-    cp input_steering/steer_gluon-evolv steer_gluon-evolv
-   
- 2. edit steering.txt:
-    &CCFMFiles: give name for output grid file for uPDF.&xFitter 
-    &xFitter 
-    TheoryType = 'uPDF4'  | fit calculating kernel on fly, grid of sigma_hat
-
-   all other parameters are standard
-
- 3. run the program:
-    bin/xfitter
-   
- 4. plotting F2 fit results:
-    bin/xfitter-draw output ! will draw F2 results
-
-
-4) USING NNPDF REWEIGHTING PROGRAM
-=====================
- * *************************************************************** * 
- * NNPDF subpackage - Reweighting program of NNPDF fitting group   *
- *                                                                 *
- * Description of NNPDF method to create NNPDF PDF sets:           *
- * arXiv:1002.4407 [hep-ph]                                        *    
- *                                                                 *
- * Description of reweighting method:                              * 
- * arXiv:1012.0836 [hep-ph],                                       *
- * arXiv:1108.1758 [hep-ph]                                        *
- *                                                                 *
- * kristin.lohwasser@cern.ch                                       *
- * Alberto.Guffanti@nbi.dk                                         *  
- * *************************************************************** * 
-
-                 Running NNPDF reweighting
-
- 0) General NNPDF philosophy
- ---------------------------------
- 
- The NNPDF collaboration releases PDF sets consisting of 100 or 1000 PDF replicas, 
- whose mean prediction for a given observable corresponds to the central NNPDF 
- prediction and the RMS of those replicas for the observable is the NNPDF error.
- 
- The NNPDF reweighting calculates the chi2 between a new data set and the old NNPDF 
- replicas in order to determine which replicas are still able to describe the new
- data (they are kept) and which ones fail (they are thrown out).
- 
- The output of the procedure is a new, updated NNPDF set in LHAPDF format with a 
- reduced number of replicas that describe the old and the new data well. 
- Some additional check plots which give clues about the validity of the procedure 
- for the given new data set are also provided.
- 
- 
-1) RUNNING the NNPDF reweighting
- ---------------------------------
- 
- In order to use the reweighting technique, first the LHAPDF library has to be installed
- and linked as described in the INSTALLATION file. 
- NOTE: reweighting currently is working with LHAPDF6.1.1 (or higher) version only!
-
- First, in the xFitter steering files, as RunningMode the following parameter has to 
- be chosen: 'LHAPDF Analysis'. This will write out the following files into the output 
- directory:
-
-  NNPDF-style PDFs:
-    pdf BAYweights.dat (Bayesian) and pdf GKweights.dat (Giele-Keller reweighting)
-  Hessian PDFs:
-    pdf vector cor.dat, pdf shifts.dat, pdf rotate.dat (can be used to either 
-    perform reweighting or profiling, for more details please see Manual) 
-
-a) To get the results as LHAPDF files, the xfitter-process has to be run in order:
-
-  bin/xfitter-process reweight <number_output_replicas> <pdf_weights> <pdf_dir_in> <pdf_dir_out>
-
-  where <number_output_replicas> is the number of PDF sets that the replica 
-    should contain after the reweighting,
-  <pdf_weights> refers to BAYweights.dat or GKweights.dat output files,
-  <pdf_dir_in>  is the directory of the input PDF set,
-  <pdf_dir_out> is the directory of the output PDF set.
-
-  two checks plots are automatically created when running the reweighting:
-  ./weights.pdf --> weight distributions (used in the reweighting procedure - replicas with high 
- weights are kept, low weight replicas are thrown out)
-
- ./palpha.pdf (only for Bayesian weighting) --> distribution of the probability, that the uncertainties 
- of the new data should be re-scaled by a factor of alpha. The rescaling factor alpha should 
- therefore ideally be 1. It is essentially a measure of the compatibility of 
- the new data with the old data (it should be around around 1, if it is larger than that, 
- say around 1.7, then then the new data are incompatible with the ones included in the 
- fit - 0.5 for example however suspiciously good).
-
-b) To plot the results as comparions with the input data, the bin/xfitter-draw program can be run just as for the other fits, e.g. using the command:
- 
-  bin/xfitter-draw reweight-BAY:output:"BAYreweighted" reweight-GK:output:"GKreweighted"
-
-
-5) DESCRIPTION OF DiffDIS PACKAGE
-   FOR THE DIFFRACTIVE FIT TO DIS
-=====================
-
- General description
- ---------------------------------
- 
- Diffractive DIS data are fitted within the 'proton vertex factorisation' approach 
- where the diffractive DIS is mediated by the exchange of hard Pomeron and a 
- secondary Reggeon.
- The model was used in previous HERA fits, see e.g.
- 1. ZEUS Collaboration, S. Chekanov, et al., Nucl. Phys. B 831 (2010) 1.
- 2. H1 Collaboration, A. Aktas, et al., Eur. Phys. J. C 48 (2006) 715.
-
- The model supplied by the DiffDIS package provides values of the 'reduced cross 
- section', sigma_r = F2 - y^2/(1+(1-y)^2) FL
- which is expected to be the experimentally meausured quantity.
- (Actually, the ZEUS data files ZEUS-LPS_2009.dat and ZEUS-LRG_2009.dat 
- contain xPom*sigma_r.)
- The structure functions F2 and FL are calculated at NLO with heavy quarks 
- treated according to the Thorn-Roberts GM-VFNS.
- 
- Relevant formulae and notation can be found in the above mentioned papers and 
- in the attached diffit.pdf file. The Eqs. numbers in the following correspond 
- to the latter.
- 
- F2 and FL are calculated from DPDFs given by Eq. (18). The Reggeon PDFs, f^R 
- are taken as those of GRV pion. The fluxes are given by Eqs. (9,10) and they 
- require following parameters, defined in plug_DDIS.h:
-   Flux_tmin, Flux_tmax -- t limits for the integrated flux
-   Pomeron_tslope -- Pomeron flux t-slope (b)
-   Pomeron_a0 -- Pomeron intercept
-   Pomeron_a1 -- Pomeron slope
-   Reggeon_tslope -- Reggeon flux t-slope (b)
-   Reggeon_a0 -- Reggeon intercept
-   Reggeon_a1 -- Reggeon slope
-   Reggeon_factor -- A_R of Eq. (10a)
-
- The values of these parameters are predefined in plug_DDIS.h and can also be read 
- from the DDIS.coca file.  A_P of Eq. (10a) is set to 1 --- it is absorbed into 
- the initial Pomeron parametrization, Eq. (19).
- 
- Example run
- ---------------------------------
- 
- This example reproduces the ZEUS-C fit results of Ref. [1].
- 
- Here the fitted parameters include:
-  -- A_i of Eq. (19) for the gluon and light quarks --- they correspond to Ag, Bg, Cg 
-     and Auv, Buv, Cuv of the minuit.in.txt file,
-  -- Pomeron_a0, Reggeon_a0 and Reggeon_factor --- they are declared and initialized 
-     in the 'ExtraMinimisationParameters' section of the steering.txt file.
- In order to reproduce the original results the ewparam.txt file is modified to contain 
- the appropriate heavy quark masses.
- 
- The three above mentioned files are stored as
- input_steering/minuit.in.txt.DIFFRACTION
- input_steering/steerig.txt.DIFFRACTION
- input_steering/ewparam.txt.DIFFRACTION
- and must be copied to minuit.in.txt, steerig.txt and ewparam.txt, respectively, 
- before running the program.
- 
- ====================================
- 
+Further documentation can be found at https://gitlab.cern.ch/fitters/xfitter/-/wikis/home
\ No newline at end of file
diff --git a/reactions/fastNLO/fastnlotk/Makefile.am b/reactions/fastNLO/fastnlotk/Makefile.am
deleted file mode 100644
index 2337210b3..000000000
--- a/reactions/fastNLO/fastnlotk/Makefile.am
+++ /dev/null
@@ -1,6 +0,0 @@
-AUTOMAKE_OPTIONS = foreign
-
-dist_noinst_HEADERS = \
-fastNLOCoeffAddFlex.h  fastNLOCoefficients.h  fastNLOPDFLinearCombinations.h  fastNLOTools.h \
-fastNLOCoeffAddBase.h  fastNLOCoeffBase.h     fastNLOCoeffMult.h     fastNLOReader.h \
-fastNLOCoeffAddFix.h   fastNLOCoeffData.h     fastNLOConstants.h     fastNLOTable.h                  speaker.h
diff --git a/src/CheckForPDF.cxx b/src/CheckForPDF.cxx
index d95dcbf61..f0e401ba7 100644
--- a/src/CheckForPDF.cxx
+++ b/src/CheckForPDF.cxx
@@ -20,7 +20,7 @@ void CheckForPDF(char const*pdfname){
     for (const string& s : LHAPDF::availablePDFSets())
       cout << " " << s << endl;
 
-    cout << "You can try installing your chosen pdf with: 'lhapdf install " << spdfname << "'" << endl;
+    cout << "You can try installing your chosen pdf with: ./tools/download-lhapdf.sh " << spdfname  << endl;
 
     exit(0);
   } else {
-- 
GitLab


From e4d81f8a6d5f701563ae14ec081cfd721774e671 Mon Sep 17 00:00:00 2001
From: Sasha Glazov <glazov@mail.desy.de>
Date: Tue, 28 Dec 2021 19:29:45 +0100
Subject: [PATCH 2/9] simplify examples

---
 examples/defaultNLO/parameters.yaml | 49 +----------------------------
 1 file changed, 1 insertion(+), 48 deletions(-)

diff --git a/examples/defaultNLO/parameters.yaml b/examples/defaultNLO/parameters.yaml
index dda77cca1..8b5c96fff 100644
--- a/examples/defaultNLO/parameters.yaml
+++ b/examples/defaultNLO/parameters.yaml
@@ -1,14 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +28,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 4.885482
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs : [ 0.4, 0.0 ]
 
@@ -63,10 +53,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -85,12 +71,6 @@ Evolutions:
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    # EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "CT10"
-    member: 0
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -102,41 +82,14 @@ byReaction:
   # RT DIS scheme settings:
   RT_DISNC:
     ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
   defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
 
 WriteLHAPDF6:
   name: "proton"
-- 
GitLab


From 0ee1a2204f4579f8886efa77bafcc4a82f83b627 Mon Sep 17 00:00:00 2001
From: Sasha Glazov <glazov@mail.desy.de>
Date: Tue, 28 Dec 2021 19:44:08 +0100
Subject: [PATCH 3/9] simplify more examples

---
 examples/AFB/parameters.yaml         |   7 -
 examples/AFB/steering.txt            | 163 -------------------
 examples/defaultNLO/steering.txt     | 230 --------------------------
 examples/defaultNNLO/parameters.yaml |  58 +------
 examples/defaultNNLO/steering.txt    | 231 ---------------------------
 5 files changed, 1 insertion(+), 688 deletions(-)

diff --git a/examples/AFB/parameters.yaml b/examples/AFB/parameters.yaml
index e2bae9a6b..7acd1a802 100644
--- a/examples/AFB/parameters.yaml
+++ b/examples/AFB/parameters.yaml
@@ -3,19 +3,12 @@ MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-#  doErrors :  Hesse # None
 
 DefaultEvolution: proton-LHAPDF
 
 Evolutions:
   proton-LHAPDF:
     class: LHAPDF
-#    set: "HERAPDF20_NNLO_EIG" # activate this to get chi2=0 at LO
-#    set: "CT14nnlo"
     set: "NNPDF30_nlo_as_0118"
     member: 0
 
diff --git a/examples/AFB/steering.txt b/examples/AFB/steering.txt
index 0fae7e8d6..845c7ccf4 100644
--- a/examples/AFB/steering.txt
+++ b/examples/AFB/steering.txt
@@ -20,90 +20,10 @@
 &End
 
 
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.9
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.9
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
- ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
- !
  ! Chi2 definition. Following options are supported:
  !  
  ! -- Bias corrections for uncertainties --
@@ -130,7 +50,6 @@
  ! Debug flag
   LDEBUG     = False
 
-
  ! Quadratic approximation for asymmetric uncertainties
  ! AsymErrorsIterations = 10
 &End
@@ -242,85 +161,3 @@
    
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/defaultNLO/steering.txt b/examples/defaultNLO/steering.txt
index 0b20c4595..9b2dea0bc 100644
--- a/examples/defaultNLO/steering.txt
+++ b/examples/defaultNLO/steering.txt
@@ -16,82 +16,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
 &End
 
 
@@ -99,24 +23,6 @@
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -202,141 +108,5 @@
    Variable(4)        = 'x'
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/defaultNNLO/parameters.yaml b/examples/defaultNNLO/parameters.yaml
index cada7d691..342616465 100644
--- a/examples/defaultNNLO/parameters.yaml
+++ b/examples/defaultNNLO/parameters.yaml
@@ -1,14 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -63,10 +57,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -79,31 +69,12 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
 
 Evolutions:
-  proton-APFELff:
-    ? !include evolutions/APFEL.yaml
-    decomposition: proton
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    # EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "CT10"
-    member: 0
-#  proton-APFEL:
-#    ? !include yaml/evolutions/APFELxx.yaml
-#    decomposition: proton
-#  antiproton:
-#    class: FlipCharge
-#    input: proton-QCDNUM
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -115,41 +86,14 @@ byReaction:
   # RT DIS scheme settings:
   RT_DISNC:
     ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
   defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
 
 WriteLHAPDF6:
   name: "proton"
diff --git a/examples/defaultNNLO/steering.txt b/examples/defaultNNLO/steering.txt
index 0b20c4595..25b600a2f 100644
--- a/examples/defaultNNLO/steering.txt
+++ b/examples/defaultNNLO/steering.txt
@@ -16,108 +16,12 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
 &End
 
-
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -203,140 +107,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
 &End
 
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
-- 
GitLab


From 05dc396ba3ef0aab33da2e10a6722fd0c8eccbc5 Mon Sep 17 00:00:00 2001
From: Sasha Glazov <glazov@mail.desy.de>
Date: Tue, 28 Dec 2021 23:28:02 +0100
Subject: [PATCH 4/9] more examples updated

---
 examples/FFABM/parameters.yaml             |  41 +---
 examples/FFABM/steering.txt                | 232 -------------------
 examples/FFNS4-APFEL/parameters.yaml       |  92 +-------
 examples/FFNS4-APFEL/steering.txt          | 124 ----------
 examples/FFNS4-QCDNUM/parameters.yaml      |  94 +-------
 examples/FFNS4-QCDNUM/steering.txt         | 125 -----------
 examples/FONLL/README.txt                  |   1 +
 examples/FONLL/parameters.yaml             |  64 ------
 examples/FONLL/steering.txt                | 231 -------------------
 examples/FastNLOSymmetrize/parameters.yaml |  98 +-------
 examples/FastNLOSymmetrize/steering.txt    | 187 ----------------
 examples/HATHOR-cbt/parameters.yaml        |   2 +-
 examples/HATHOR-cbt/steering.txt           | 249 ---------------------
 examples/evolutionAPFELxx/steering.txt     | 168 +-------------
 examples/fractalFit/output/minuit.out.txt  |  65 ------
 15 files changed, 7 insertions(+), 1766 deletions(-)
 delete mode 100644 examples/fractalFit/output/minuit.out.txt

diff --git a/examples/FFABM/parameters.yaml b/examples/FFABM/parameters.yaml
index b1490926f..1d3692c43 100644
--- a/examples/FFABM/parameters.yaml
+++ b/examples/FFABM/parameters.yaml
@@ -1,14 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -57,18 +51,11 @@ Parameterisations:
     class: HERAPDF
     parameters: [Adbar,Bdbar,Cdbar]
   par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-    # parametrise as expression: otherwise how to parametrise it as fs/(1-fs)*par_dbar using HERAPDF?
     class: Expression
     expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -81,7 +68,6 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
 
 Evolutions:
@@ -96,14 +82,6 @@ Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 alphas : 0.106
 
 byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
   # FF ABM scheme settings:
   FFABM_DISNC:
     ? !include reactions/FFABM_DISNC.yaml
@@ -111,28 +89,11 @@ byReaction:
   FFABM_DISCC:
     ? !include reactions/FFABM_DISCC.yaml
     ordfl: 0
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
   defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
-#  defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
   defaultValue : 'FFABM_DISCC'     # global specification
diff --git a/examples/FFABM/steering.txt b/examples/FFABM/steering.txt
index e488b5fa0..a2af13ae0 100644
--- a/examples/FFABM/steering.txt
+++ b/examples/FFABM/steering.txt
@@ -18,109 +18,12 @@
      'datafiles/hera/h1zeusCombined/charmbeautyProduction/1804.01019/H1ZEUS_Beauty_combined-thexp.dat'
      'datafiles/hera/h1zeusCombined/charmbeautyProduction/1804.01019/H1ZEUS_Charm_combined-thexp.dat'
 
-
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
 &End
 
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -205,141 +108,6 @@
    Variable(4)        = 'x'
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 1.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/FFNS4-APFEL/parameters.yaml b/examples/FFNS4-APFEL/parameters.yaml
index cb03ce791..1f963ee76 100644
--- a/examples/FFNS4-APFEL/parameters.yaml
+++ b/examples/FFNS4-APFEL/parameters.yaml
@@ -1,14 +1,9 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT 
 MINUIT:
   Commands: |
     call fcn 1
     set str 2
     call fcn 3
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +29,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 9.586246
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs   :   0.4   #no step means fixed
   DbarToS: "=fs/(1-fs)"
@@ -62,16 +53,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  #par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-  #par_s:
-    #class: Expression
-    #expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
-  # Another example for Expression parameterisation
-  #par_g:
-    #class: Expression
-    #expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -85,33 +66,11 @@ Decompositions:
     xg: par_g
 
 DefaultEvolution: proton-APFELff
-#DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 
 Evolutions:
   proton-APFELff:
     ? !include evolutions/APFEL.yaml
     decomposition: proton
-  proton-QCDNUM:
-    ? !include evolutions/QCDNUM.yaml
-    decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    #EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "NNPDF30_nlo_as_0118"
-    #set: "CT10nlo"
-    member: 0
-#  proton-APFEL:
-#    ? !include evolutions/APFELxx.yaml
-#    decomposition: proton
-  antiproton:
-    class: FlipCharge
-    #input: proton-QCDNUM
-    input: proton-LHAPDF
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -120,68 +79,19 @@ Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 alphas : 0.118
 
 byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-    # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-    #evolution: proton-QCDNUM
-  # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-  #BaseDISCC:
-  #  evolution: proton-QCDNUM
   # FONLL scheme settings:
   FONLL_DISNC:
     ? !include reactions/FONLL_DISNC.yaml
   FONLL_DISCC:
     ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
-
-#byDataset: #Here one can redefine some parameters for specific datasets
-#  #Parameter definitions here have the highest priority: they override both "byReaction" and "TermInfo"
-#  "HERA1+2 NCep 920":
-#    epolarity: 2
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
   defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
-#  defaultValue : 'BaseDISCC'       # global specification
   defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
-
-#
-# Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
-#
-Profiler:
-  Parameters:
-    alphas: [ 0.118, 0.119, 0.117 ]  # central, up, (down) variation. If down is not given, uses symmetrizes Up variation 
-  #Evolutions:
-  #  proton-LHAPDF:
-  #    sets:    [CT10]
-  #    members: [[0,1,end]]
-  Status: "Off"               # "Off" to turn off profiler
-  WriteTheo: "Off"            # Can be "Off", "On" or "Asymmetric" (to store asymmetric variations)
-  getChi2: "Off"              # determine and report chi2 for each variation
 
 OutputDirectory: "output" #Can be omitted, default is "output"
 
diff --git a/examples/FFNS4-APFEL/steering.txt b/examples/FFNS4-APFEL/steering.txt
index aa328c14e..6a241ef3d 100644
--- a/examples/FFNS4-APFEL/steering.txt
+++ b/examples/FFNS4-APFEL/steering.txt
@@ -17,52 +17,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
@@ -149,83 +103,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  !
-  ! STATYPE = SYS_TYPE = 0 with lRANDDATA = False and lRAND   = True yeilds in substitution of data by theory (useful for sensitivity tests)
-  !
-  STATYPE =  1
-  SYSTYPE =  1
 &End
 
diff --git a/examples/FFNS4-QCDNUM/parameters.yaml b/examples/FFNS4-QCDNUM/parameters.yaml
index 4f3197ba1..532010ae8 100644
--- a/examples/FFNS4-QCDNUM/parameters.yaml
+++ b/examples/FFNS4-QCDNUM/parameters.yaml
@@ -1,14 +1,9 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     call fcn 1
     set str 2
     call fcn 3
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +29,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 9.586246
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs   :   0.4   #no step means fixed
   DbarToS: "=fs/(1-fs)"
@@ -62,16 +53,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  #par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-  #par_s:
-    #class: Expression
-    #expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
-  # Another example for Expression parameterisation
-  #par_g:
-    #class: Expression
-    #expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -84,34 +65,12 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 
 Evolutions:
-  #proton-APFELff:
-    #? !include evolutions/APFEL.yaml
-    #decomposition: proton
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    #EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "NNPDF30_nlo_as_0118"
-    #set: "CT10nlo"
-    member: 0
-#  proton-APFEL:
-#    ? !include evolutions/APFELxx.yaml
-#    decomposition: proton
-  antiproton:
-    class: FlipCharge
-    #input: proton-QCDNUM
-    input: proton-LHAPDF
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -123,65 +82,14 @@ byReaction:
   # RT DIS scheme settings:
   RT_DISNC:
     ? !include reactions/RT_DISNC.yaml
-    # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-    #evolution: proton-QCDNUM
-  # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-  #BaseDISCC:
-  #  evolution: proton-QCDNUM
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
-
-#byDataset: #Here one can redefine some parameters for specific datasets
-#  #Parameter definitions here have the highest priority: they override both "byReaction" and "TermInfo"
-#  "HERA1+2 NCep 920":
-#    epolarity: 2
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
   defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
-
-#
-# Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
-#
-Profiler:
-  Parameters:
-    alphas: [ 0.118, 0.119, 0.117 ]  # central, up, (down) variation. If down is not given, uses symmetrizes Up variation 
-  #Evolutions:
-  #  proton-LHAPDF:
-  #    sets:    [CT10]
-  #    members: [[0,1,end]]
-  Status: "Off"               # "Off" to turn off profiler
-  WriteTheo: "Off"            # Can be "Off", "On" or "Asymmetric" (to store asymmetric variations)
-  getChi2: "Off"              # determine and report chi2 for each variation
 
 OutputDirectory: "output" #Can be omitted, default is "output"
 
diff --git a/examples/FFNS4-QCDNUM/steering.txt b/examples/FFNS4-QCDNUM/steering.txt
index aa328c14e..4c7d61dab 100644
--- a/examples/FFNS4-QCDNUM/steering.txt
+++ b/examples/FFNS4-QCDNUM/steering.txt
@@ -17,52 +17,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
@@ -149,83 +103,4 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
 &End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  !
-  ! STATYPE = SYS_TYPE = 0 with lRANDDATA = False and lRAND   = True yeilds in substitution of data by theory (useful for sensitivity tests)
-  !
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
diff --git a/examples/FONLL/README.txt b/examples/FONLL/README.txt
index 1344dcc8d..87ff0036b 100644
--- a/examples/FONLL/README.txt
+++ b/examples/FONLL/README.txt
@@ -1,2 +1,3 @@
 One chi2 iteration FONLL APFEL
 It tests also storing PDF from APFEL evolution in LHAPDF6 format
+Note also displaced thresholds usage
diff --git a/examples/FONLL/parameters.yaml b/examples/FONLL/parameters.yaml
index 965bc2cdf..9a235a0c9 100644
--- a/examples/FONLL/parameters.yaml
+++ b/examples/FONLL/parameters.yaml
@@ -9,12 +9,6 @@ MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -40,13 +34,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 9.586246
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
-#  As   : [ 0.1075, 0.0    ]
-#  Bs   : [  -0.1273, 0.0  ]
-#  Cs   : [ 9.586246, 0.0  ]
   ZERO : [ 0. ]          # zero
   fs : [ 0.4, 0.0 ]
 
@@ -64,18 +51,11 @@ Parameterisations:
     class: HERAPDF
     parameters: [Adbar,Bdbar,Cdbar]
   par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-    # parametrise as expression: otherwise how to parametrise it as fs/(1-fs)*par_dbar using HERAPDF?
     class: Expression
     expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -89,7 +69,6 @@ Decompositions:
     xg: par_g
 
 DefaultEvolution: proton-APFELff
-#DefaultEvolution: proton-QCDNUM
 
 Evolutions:
   proton-APFELff:
@@ -97,24 +76,6 @@ Evolutions:
     decomposition: proton
     kmc : 2.0 # ratio between charm quark threshold and mass
     kmb : 1.5 # ratio between bottom quark threshold and mass
-  proton-QCDNUM:
-    ? !include evolutions/QCDNUM.yaml
-    decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    # EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "CT10"
-    member: 0
-#  proton-APFEL:
-#    ? !include yaml/evolutions/APFELxx.yaml
-#    decomposition: proton
-#  antiproton:
-#    class: FlipCharge
-#    input: proton-QCDNUM
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -123,44 +84,19 @@ Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 alphas : 0.118
 
 byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
   # FONLL scheme settings:
   FONLL_DISNC:
     ? !include reactions/FONLL_DISNC.yaml
   FONLL_DISCC:
     ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
   defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
-#  defaultValue : 'BaseDISCC'       # global specification
   defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
 
 WriteLHAPDF6:
   name: "proton"
diff --git a/examples/FONLL/steering.txt b/examples/FONLL/steering.txt
index 0b20c4595..25b600a2f 100644
--- a/examples/FONLL/steering.txt
+++ b/examples/FONLL/steering.txt
@@ -16,108 +16,12 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
 &End
 
-
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -203,140 +107,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
 &End
 
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/FastNLOSymmetrize/parameters.yaml b/examples/FastNLOSymmetrize/parameters.yaml
index 530f4a87d..a8e933001 100644
--- a/examples/FastNLOSymmetrize/parameters.yaml
+++ b/examples/FastNLOSymmetrize/parameters.yaml
@@ -1,14 +1,9 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
     
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -62,16 +57,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  #par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-  #par_s:
-    #class: Expression
-    #expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
-  # Another example for Expression parameterisation
-  #par_g:
-    #class: Expression
-    #expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -84,34 +69,12 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 
 Evolutions:
-  proton-APFELff:
-    ? !include evolutions/APFEL.yaml
-    decomposition: proton
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    #EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "NNPDF30_nlo_as_0118"
-    #set: "CT10nlo"
-    member: 0
-#  proton-APFEL:
-#    ? !include evolutions/APFELxx.yaml
-#    decomposition: proton
-  antiproton:
-    class: FlipCharge
-    #input: proton-QCDNUM
-    input: proton-LHAPDF
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -119,65 +82,6 @@ Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
 alphas : 0.118
 
-byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-    # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-    #evolution: proton-QCDNUM
-  # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-  #BaseDISCC:
-  #  evolution: proton-QCDNUM
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
-
-# Specify HF scheme used for DIS NC processes:
-hf_scheme_DISNC :
-  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
-
-# Specify HF scheme used for DIS CC processes:
-hf_scheme_DISCC :
-  defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
-
-#
-# Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
-#
-Profiler:
-  Parameters:
-    alphas: [ 0.118, 0.119, 0.117 ]  # central, up, (down) variation. If down is not given, uses symmetrizes Up variation 
-  #Evolutions:
-  #  proton-LHAPDF:
-  #    sets:    [CT10]
-  #    members: [[0,1,end]]
-  Status: "Off"               # "Off" to turn off profiler
-  WriteTheo: "Off"            # Can be "Off", "On" or "Asymmetric" (to store asymmetric variations)
-  getChi2: "Off"              # determine and report chi2 for each variation
-
 WriteLHAPDF6:
   name: "proton"
   description: "..."
diff --git a/examples/FastNLOSymmetrize/steering.txt b/examples/FastNLOSymmetrize/steering.txt
index 72dbde072..beb38ee12 100644
--- a/examples/FastNLOSymmetrize/steering.txt
+++ b/examples/FastNLOSymmetrize/steering.txt
@@ -11,63 +11,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
@@ -122,139 +65,9 @@
 &End
 
 
-
-*
 * Process dependent cuts
 *
 &Cuts
-
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/HATHOR-cbt/parameters.yaml b/examples/HATHOR-cbt/parameters.yaml
index 4dd086d86..16d09a26d 100644
--- a/examples/HATHOR-cbt/parameters.yaml
+++ b/examples/HATHOR-cbt/parameters.yaml
@@ -1,4 +1,4 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
diff --git a/examples/HATHOR-cbt/steering.txt b/examples/HATHOR-cbt/steering.txt
index 6085a739e..9b0923a7c 100644
--- a/examples/HATHOR-cbt/steering.txt
+++ b/examples/HATHOR-cbt/steering.txt
@@ -13,96 +13,10 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -155,173 +69,10 @@
   ! WriteLHAPDF5 = false
 &End
 
-
-
 *
 * Process dependent cuts
 *
 &Cuts
 
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/evolutionAPFELxx/steering.txt b/examples/evolutionAPFELxx/steering.txt
index a88e33061..73e6c0223 100644
--- a/examples/evolutionAPFELxx/steering.txt
+++ b/examples/evolutionAPFELxx/steering.txt
@@ -7,100 +7,16 @@
  
   ! Input files:
 
-     InputFileNames =
+    InputFileNames =
      'datafiles/lhc/atlas/wzProduction/1612.03016/zypeak_cc-thexp.dat'
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
 
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -242,85 +158,3 @@
    
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/fractalFit/output/minuit.out.txt b/examples/fractalFit/output/minuit.out.txt
deleted file mode 100644
index 93e028cae..000000000
--- a/examples/fractalFit/output/minuit.out.txt
+++ /dev/null
@@ -1,65 +0,0 @@
-  MINUIT RELEASE 96.03  INITIALIZED.   DIMENSIONS 200/ 50  EPSMAC=  0.89E-15
-
- PARAMETER DEFINITIONS:
-    NO.   NAME         VALUE      STEP SIZE      LIMITS
-     1 'D0        '   0.75000      0.10000E-01     no limits
-     2 'D1        '   0.52000E-01  0.10000E-01     no limits
-     3 'D2        '    1.0800      0.10000E-01     no limits
-     4 'D3        '   -1.1600      0.10000E-01     no limits
-     5 'Q02       '   0.93000E-01  0.10000E-01     no limits
-     6 'R         '   0.56000      0.10000E-01     no limits
- **********
- **    1 **MIGRAD 
- **********
-
- FIRST CALL TO USER FUNCTION AT NEW START POINT, WITH IFLAG=4.
- START MIGRAD MINIMIZATION.  STRATEGY 1.  CONVERGENCE WHEN EDM .LT. 0.10E-03
-
- FCN=   784.2455     FROM MIGRAD    STATUS=INITIATE      24 CALLS       25 TOTAL
-                     EDM= unknown      STRATEGY= 1      NO ERROR MATRIX       
-
-  EXT PARAMETER               CURRENT GUESS       STEP         FIRST   
-  NO.   NAME        VALUE          ERROR          SIZE      DERIVATIVE 
-   1     D0        0.75000       0.10000E-01   0.10000E-01    608.80    
-   2     D1        0.52000E-01   0.10000E-01   0.10000E-01   -41061.    
-   3     D2         1.0800       0.10000E-01   0.10000E-01   -15976.    
-   4     D3        -1.1600       0.10000E-01   0.10000E-01    4643.6    
-   5     Q02       0.93000E-01   0.10000E-01   0.10000E-01    13131.    
-   6     R         0.56000       0.10000E-01   0.10000E-01    1228.5    
-
- MIGRAD MINIMIZATION HAS CONVERGED.
-
- MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX.
- COVARIANCE MATRIX CALCULATED SUCCESSFULLY
-
- FCN=   276.3170     FROM MIGRAD    STATUS=CONVERGED    568 CALLS      569 TOTAL
-                     EDM=  0.14E-06    STRATEGY= 1      ERROR MATRIX ACCURATE 
-
-  EXT PARAMETER                                   STEP         FIRST   
-  NO.   NAME        VALUE          ERROR          SIZE      DERIVATIVE 
-   1     D0         1.6912       0.30813       0.10146E-03  -0.27344E-02
-   2     D1        0.79838E-01   0.18628E-02   0.20956E-05  -0.60367    
-   3     D2        0.99056       0.12751E-01   0.71619E-05  -0.54295E-01
-   4     D3        -1.3301       0.15231E-01   0.14861E-04  -0.44988E-01
-   5     Q02       0.61923E-01   0.11734E-01   0.44699E-05  -0.21670E-01
-   6     R         0.39300       0.27028E-01   0.17213E-03   0.93435E-02
-
- EXTERNAL ERROR MATRIX.    NDIM=  50    NPAR=  6    ERR DEF=  1.00    
-  0.949E-01 0.135E-03-0.380E-02 0.182E-02-0.353E-02 0.261E-02
-  0.135E-03 0.347E-05-0.109E-04-0.216E-04-0.913E-06 0.154E-04
- -0.380E-02-0.109E-04 0.163E-03-0.344E-04 0.135E-03-0.118E-03
-  0.182E-02-0.216E-04-0.344E-04 0.232E-03-0.103E-03 0.304E-05
- -0.353E-02-0.913E-06 0.135E-03-0.103E-03 0.138E-03-0.957E-04
-  0.261E-02 0.154E-04-0.118E-03 0.304E-05-0.957E-04 0.731E-03
-
- PARAMETER  CORRELATION COEFFICIENTS
-       NO.  GLOBAL     1     2     3     4     5     6
-        1  0.99918  1.000 0.235-0.968 0.389-0.976 0.313
-        2  0.99039  0.235 1.000-0.457-0.760-0.042 0.306
-        3  0.99761 -0.968-0.457 1.000-0.177 0.900-0.344
-        4  0.99278  0.389-0.760-0.177 1.000-0.574 0.007
-        5  0.99890 -0.976-0.042 0.900-0.574 1.000-0.302
-        6  0.62166  0.313 0.306-0.344 0.007-0.302 1.000
- **********
- **    2 **CALL FCN    3.000    
- **********
-- 
GitLab


From 4445703cf42ecf9f9c2fd71ac20be017f73da2b2 Mon Sep 17 00:00:00 2001
From: Sasha Glazov <glazov@mail.desy.de>
Date: Wed, 29 Dec 2021 00:34:30 +0100
Subject: [PATCH 5/9] more examples updated

---
 examples/LHeC/parameters.yaml                |  55 +----
 examples/LHeC/steering.txt                   | 211 -----------------
 examples/Pion/steering.txt                   |  42 ----
 examples/SmallxResummation/parameters.yaml   |   2 +-
 examples/SmallxResummation/steering.txt      | 231 -------------------
 examples/TensorPomeron/steering.txt          | 171 --------------
 examples/VFNS4-APFEL/parameters.yaml         |  92 +-------
 examples/VFNS4-APFEL/steering.txt            | 125 ----------
 examples/VFNS4-QCDNUM/parameters.yaml        |  89 +------
 examples/VFNS4-QCDNUM/steering.txt           | 124 ----------
 examples/ceresZMVFNSfastChi2/parameters.yaml |  93 --------
 examples/ceresZMVFNSfastChi2/steering.txt    | 223 +-----------------
 examples/paramABMP16/parameters.yaml         |  52 +----
 examples/paramABMP16/steering.txt            | 219 ------------------
 examples/paramBG/parameters.yaml             |   2 +-
 examples/paramBG/steering.txt                | 230 ------------------
 examples/ttbar3D/parameters.yaml             |  12 +-
 examples/ttbar3D/steering.txt                | 216 +----------------
 18 files changed, 9 insertions(+), 2180 deletions(-)

diff --git a/examples/LHeC/parameters.yaml b/examples/LHeC/parameters.yaml
index d268c839d..a22ef60c1 100644
--- a/examples/LHeC/parameters.yaml
+++ b/examples/LHeC/parameters.yaml
@@ -1,14 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +28,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 9.586246
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs : [ 0.4, 0.0 ]
 
@@ -55,18 +45,11 @@ Parameterisations:
     class: HERAPDF
     parameters: [Adbar,Bdbar,Cdbar]
   par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-    # parametrise as expression: otherwise how to parametrise it as fs/(1-fs)*par_dbar using HERAPDF?
     class: Expression
     expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -79,21 +62,12 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 
 Evolutions:
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "CT10nlo"
-    member: 0
-  antiproton:
-    class: FlipCharge
-    input: proton-LHAPDF
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -105,38 +79,11 @@ byReaction:
   # RT DIS scheme settings:
   RT_DISNC:
     ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
   defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
diff --git a/examples/LHeC/steering.txt b/examples/LHeC/steering.txt
index c8b7f0d64..a70c76d47 100644
--- a/examples/LHeC/steering.txt
+++ b/examples/LHeC/steering.txt
@@ -25,101 +25,12 @@
     'datafiles/lhec/1206.2913/oplnuCC.mc1.47.nlo-thexp.dat',
     'datafiles/lhec/1206.2913/oplnuNC.mc1.47.nlo-thexp.dat',
 
-     !'datafiles/tevatron/cdf/wzProduction/0901.2169/CDF_W_asymmetry-thexp.dat',
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
-
- 
-  ! Correlation files:
-   !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.9
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.9
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -205,33 +116,6 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
 
   !--------------------- NC ep charm ----------------
 
@@ -245,100 +129,5 @@
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
 
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/Pion/steering.txt b/examples/Pion/steering.txt
index 0394cd839..6590c6ae8 100644
--- a/examples/Pion/steering.txt
+++ b/examples/Pion/steering.txt
@@ -52,29 +52,6 @@
   'datafiles/fixedTarget/E615/thexp-17.dat',
 &End
 
-&InCorr
-    NCorrFiles = 0
-&End
-
-&ReduceSyst
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-  tolerance = 0.0
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-&End
-
-&QCDNUM
-  Read_QCDNUM_Tables = .true.
-&End 
-
-&OutDir
-  OutDirName = 'output'
-&End
-&Scales 
-&End
-
 &xFitter 
   CHI2SettingsName='StatScale','UncorSysScale','CorSysScale','UncorChi2Type','CorChi2Type'
   Chi2Settings    ='Poisson'  ,'Poisson'      ,'Linear'     ,'Diagonal'     ,'Hessian'
@@ -94,22 +71,3 @@
 
 &Cuts
 &End
-
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND    =False
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA=False
-  ISeedMC=123456 !0 !random seed
-  ! --- Choose distribution for the random number generator 
-  ! 0 no variation
-  ! 1 gauss
-  ! 2 uniform
-  ! 3 lognormal
-  ! 4 poisson (only for lRANDDATA = False !)
-  STATYPE=1
-  SYSTYPE=1
-&End
-
-&lhapdf
-&End
diff --git a/examples/SmallxResummation/parameters.yaml b/examples/SmallxResummation/parameters.yaml
index ae4a301d3..8254e74c5 100644
--- a/examples/SmallxResummation/parameters.yaml
+++ b/examples/SmallxResummation/parameters.yaml
@@ -3,7 +3,7 @@
 # The PDF parameters are from the default HERAPDF2.0 fit using RT 
 # (i.e. they were not re-fitted with FONLL).
 
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
diff --git a/examples/SmallxResummation/steering.txt b/examples/SmallxResummation/steering.txt
index 9f1fd6282..108292cfc 100644
--- a/examples/SmallxResummation/steering.txt
+++ b/examples/SmallxResummation/steering.txt
@@ -15,83 +15,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
-
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
 &End
 
 
@@ -99,25 +22,6 @@
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -203,140 +107,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
    
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
 &End
diff --git a/examples/TensorPomeron/steering.txt b/examples/TensorPomeron/steering.txt
index d4263bee3..87c1fb2d3 100644
--- a/examples/TensorPomeron/steering.txt
+++ b/examples/TensorPomeron/steering.txt
@@ -18,63 +18,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460-thexp.dat',
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-* Does this still work? --Ivan
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
@@ -138,119 +81,5 @@
    CutValueMin(2)     = -0.00000001 
    CutValueMax(2)     = 0.01
 
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/VFNS4-APFEL/parameters.yaml b/examples/VFNS4-APFEL/parameters.yaml
index cb03ce791..3e6e42490 100644
--- a/examples/VFNS4-APFEL/parameters.yaml
+++ b/examples/VFNS4-APFEL/parameters.yaml
@@ -1,14 +1,9 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     call fcn 1
     set str 2
     call fcn 3
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +29,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 9.586246
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs   :   0.4   #no step means fixed
   DbarToS: "=fs/(1-fs)"
@@ -62,16 +53,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  #par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-  #par_s:
-    #class: Expression
-    #expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
-  # Another example for Expression parameterisation
-  #par_g:
-    #class: Expression
-    #expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -85,33 +66,11 @@ Decompositions:
     xg: par_g
 
 DefaultEvolution: proton-APFELff
-#DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 
 Evolutions:
   proton-APFELff:
     ? !include evolutions/APFEL.yaml
     decomposition: proton
-  proton-QCDNUM:
-    ? !include evolutions/QCDNUM.yaml
-    decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    #EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "NNPDF30_nlo_as_0118"
-    #set: "CT10nlo"
-    member: 0
-#  proton-APFEL:
-#    ? !include evolutions/APFELxx.yaml
-#    decomposition: proton
-  antiproton:
-    class: FlipCharge
-    #input: proton-QCDNUM
-    input: proton-LHAPDF
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -120,68 +79,19 @@ Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 alphas : 0.118
 
 byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-    # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-    #evolution: proton-QCDNUM
-  # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-  #BaseDISCC:
-  #  evolution: proton-QCDNUM
   # FONLL scheme settings:
   FONLL_DISNC:
     ? !include reactions/FONLL_DISNC.yaml
   FONLL_DISCC:
     ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
-
-#byDataset: #Here one can redefine some parameters for specific datasets
-#  #Parameter definitions here have the highest priority: they override both "byReaction" and "TermInfo"
-#  "HERA1+2 NCep 920":
-#    epolarity: 2
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
   defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
-#  defaultValue : 'BaseDISCC'       # global specification
   defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
-
-#
-# Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
-#
-Profiler:
-  Parameters:
-    alphas: [ 0.118, 0.119, 0.117 ]  # central, up, (down) variation. If down is not given, uses symmetrizes Up variation 
-  #Evolutions:
-  #  proton-LHAPDF:
-  #    sets:    [CT10]
-  #    members: [[0,1,end]]
-  Status: "Off"               # "Off" to turn off profiler
-  WriteTheo: "Off"            # Can be "Off", "On" or "Asymmetric" (to store asymmetric variations)
-  getChi2: "Off"              # determine and report chi2 for each variation
 
 OutputDirectory: "output" #Can be omitted, default is "output"
 
diff --git a/examples/VFNS4-APFEL/steering.txt b/examples/VFNS4-APFEL/steering.txt
index aa328c14e..a67d948f2 100644
--- a/examples/VFNS4-APFEL/steering.txt
+++ b/examples/VFNS4-APFEL/steering.txt
@@ -17,52 +17,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
@@ -117,7 +71,6 @@
 &End
 
 
-
 *
 * Process dependent cuts
 *
@@ -149,83 +102,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  !
-  ! STATYPE = SYS_TYPE = 0 with lRANDDATA = False and lRAND   = True yeilds in substitution of data by theory (useful for sensitivity tests)
-  !
-  STATYPE =  1
-  SYSTYPE =  1
 &End
 
diff --git a/examples/VFNS4-QCDNUM/parameters.yaml b/examples/VFNS4-QCDNUM/parameters.yaml
index 0be795609..f4b387a21 100644
--- a/examples/VFNS4-QCDNUM/parameters.yaml
+++ b/examples/VFNS4-QCDNUM/parameters.yaml
@@ -1,14 +1,9 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     call fcn 1
     set str 2
     call fcn 3
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +29,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 9.586246
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs   :   0.4   #no step means fixed
   DbarToS: "=fs/(1-fs)"
@@ -62,16 +53,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  #par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-  #par_s:
-    #class: Expression
-    #expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
-  # Another example for Expression parameterisation
-  #par_g:
-    #class: Expression
-    #expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -84,34 +65,12 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 
 Evolutions:
-  #proton-APFELff:
-  #  ? !include evolutions/APFEL.yaml
-  #  decomposition: proton
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    #EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "NNPDF30_nlo_as_0118"
-    #set: "CT10nlo"
-    member: 0
-#  proton-APFEL:
-#    ? !include evolutions/APFELxx.yaml
-#    decomposition: proton
-  antiproton:
-    class: FlipCharge
-    #input: proton-QCDNUM
-    input: proton-LHAPDF
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -128,60 +87,14 @@ byReaction:
   # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
   #BaseDISCC:
   #  evolution: proton-QCDNUM
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
-
-#byDataset: #Here one can redefine some parameters for specific datasets
-#  #Parameter definitions here have the highest priority: they override both "byReaction" and "TermInfo"
-#  "HERA1+2 NCep 920":
-#    epolarity: 2
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
   defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
-
-#
-# Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
-#
-Profiler:
-  Parameters:
-    alphas: [ 0.118, 0.119, 0.117 ]  # central, up, (down) variation. If down is not given, uses symmetrizes Up variation 
-  #Evolutions:
-  #  proton-LHAPDF:
-  #    sets:    [CT10]
-  #    members: [[0,1,end]]
-  Status: "Off"               # "Off" to turn off profiler
-  WriteTheo: "Off"            # Can be "Off", "On" or "Asymmetric" (to store asymmetric variations)
-  getChi2: "Off"              # determine and report chi2 for each variation
 
 OutputDirectory: "output" #Can be omitted, default is "output"
 
diff --git a/examples/VFNS4-QCDNUM/steering.txt b/examples/VFNS4-QCDNUM/steering.txt
index aa328c14e..6a241ef3d 100644
--- a/examples/VFNS4-QCDNUM/steering.txt
+++ b/examples/VFNS4-QCDNUM/steering.txt
@@ -17,52 +17,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
@@ -149,83 +103,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  !
-  ! STATYPE = SYS_TYPE = 0 with lRANDDATA = False and lRAND   = True yeilds in substitution of data by theory (useful for sensitivity tests)
-  !
-  STATYPE =  1
-  SYSTYPE =  1
 &End
 
diff --git a/examples/ceresZMVFNSfastChi2/parameters.yaml b/examples/ceresZMVFNSfastChi2/parameters.yaml
index 8cf77003a..2570233bc 100644
--- a/examples/ceresZMVFNSfastChi2/parameters.yaml
+++ b/examples/ceresZMVFNSfastChi2/parameters.yaml
@@ -1,14 +1,4 @@
 Minimizer: CERES
-MINUIT:
-  Commands: |
-    set str 2
-    call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -62,16 +52,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  #par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-  #par_s:
-    #class: Expression
-    #expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
-  # Another example for Expression parameterisation
-  #par_g:
-    #class: Expression
-    #expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -84,34 +64,12 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 
 Evolutions:
-  proton-APFELff:
-    ? !include evolutions/APFEL.yaml
-    decomposition: proton
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    #EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "NNPDF30_nlo_as_0118"
-    #set: "CT10nlo"
-    member: 0
-#  proton-APFEL:
-#    ? !include yaml/evolutions/APFELxx.yaml
-#    decomposition: proton
-  antiproton:
-    class: FlipCharge
-    #input: proton-QCDNUM
-    input: proton-LHAPDF
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -119,64 +77,13 @@ Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
 alphas : 0.118
 
-byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-    # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-    #evolution: proton-QCDNUM
-  # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-  #BaseDISCC:
-  #  evolution: proton-QCDNUM
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
-
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
   defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
-
-#
-# Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
-#
-Profiler:
-  Parameters:
-    alphas: [ 0.118, 0.119, 0.117 ]  # central, up, (down) variation. If down is not given, uses symmetrizes Up variation 
-  #Evolutions:
-  #  proton-LHAPDF:
-  #    sets:    [CT10]
-  #    members: [[0,1,end]]
-  Status: "Off"               # "Off" to turn off profiler
-  WriteTheo: "Off"            # Can be "Off", "On" or "Asymmetric" (to store asymmetric variations)
-  getChi2: "Off"              # determine and report chi2 for each variation
 
 WriteLHAPDF6:
   name: "proton"
diff --git a/examples/ceresZMVFNSfastChi2/steering.txt b/examples/ceresZMVFNSfastChi2/steering.txt
index 4ffb985b1..1f54bd35f 100644
--- a/examples/ceresZMVFNSfastChi2/steering.txt
+++ b/examples/ceresZMVFNSfastChi2/steering.txt
@@ -16,24 +16,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
 &End
 
 &ReduceSyst
@@ -42,56 +24,7 @@
     ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
   tolerance = 0.0
     ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
+  useBlas = .true.
 &End
 
 
@@ -99,25 +32,6 @@
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -203,140 +117,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
 &End
 
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/paramABMP16/parameters.yaml b/examples/paramABMP16/parameters.yaml
index 705af1f85..d471dd389 100644
--- a/examples/paramABMP16/parameters.yaml
+++ b/examples/paramABMP16/parameters.yaml
@@ -1,14 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   ZERO : [ 0. ]          # zero
@@ -87,31 +81,12 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
 
 Evolutions:
-  proton-APFELff:
-    ? !include evolutions/APFEL.yaml
-    decomposition: proton
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    # EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "CT10"
-    member: 0
-#  proton-APFEL:
-#    ? !include yaml/evolutions/APFELxx.yaml
-#    decomposition: proton
-#  antiproton:
-#    class: FlipCharge
-#    input: proton-QCDNUM
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 3.0 # Initial scale =sqrt(9)
 
@@ -120,41 +95,16 @@ Q0 : 3.0 # Initial scale =sqrt(9)
 alphas : 0.106
 
 byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
   # FF ABM scheme settings:
   FFABM_DISNC:
     ? !include reactions/FFABM_DISNC.yaml
   FFABM_DISCC:
     ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
   defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
-#  defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
   defaultValue : 'FFABM_DISCC'     # global specification
diff --git a/examples/paramABMP16/steering.txt b/examples/paramABMP16/steering.txt
index ba95c1f90..eed635c12 100644
--- a/examples/paramABMP16/steering.txt
+++ b/examples/paramABMP16/steering.txt
@@ -18,109 +18,12 @@
      'datafiles/hera/h1zeusCombined/charmbeautyProduction/1804.01019/H1ZEUS_Beauty_combined-thexp.dat'
      'datafiles/hera/h1zeusCombined/charmbeautyProduction/1804.01019/H1ZEUS_Charm_combined-thexp.dat'
 
-
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
 &End
 
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -205,33 +108,6 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
 
   !--------------------- NC ep charm ----------------
 
@@ -244,101 +120,6 @@
    Variable(10)        = 'x'
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/paramBG/parameters.yaml b/examples/paramBG/parameters.yaml
index 2ef0f3d7e..681737aeb 100644
--- a/examples/paramBG/parameters.yaml
+++ b/examples/paramBG/parameters.yaml
@@ -3,7 +3,7 @@
 # The PDF parameters are from the default HERAPDF2.0 fit using RT 
 # (i.e. they were not re-fitted with FONLL).
 
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
diff --git a/examples/paramBG/steering.txt b/examples/paramBG/steering.txt
index 5ebade73f..d11f01aa2 100644
--- a/examples/paramBG/steering.txt
+++ b/examples/paramBG/steering.txt
@@ -16,82 +16,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
 &End
 
 
@@ -99,25 +23,6 @@
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -204,140 +109,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
 &End
 
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/ttbar3D/parameters.yaml b/examples/ttbar3D/parameters.yaml
index 8cf0721ff..10ca218df 100644
--- a/examples/ttbar3D/parameters.yaml
+++ b/examples/ttbar3D/parameters.yaml
@@ -1,14 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -82,10 +76,6 @@ Evolutions:
     decomposition: proton #this could be omitted, as the default decomposition is set
     # The following allows QCDNUM to read PDFs from other evolutions:
     # EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "CT10"
-    member: 0
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
diff --git a/examples/ttbar3D/steering.txt b/examples/ttbar3D/steering.txt
index d1a1520dc..7ed602661 100644
--- a/examples/ttbar3D/steering.txt
+++ b/examples/ttbar3D/steering.txt
@@ -20,94 +20,15 @@
 
 &InCorr
   ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 1
- 
+    NCorrFiles = 1 
   ! Correlation files:
     CorrFileNames(1) = 'datafiles/lhc/cms/topProduction/1904.05237/CMS_13TeV_ttbar_Nj2MttYtt__CMS_13TeV_ttbar_Nj2MttYtt.dat'
 &End
 
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -192,140 +113,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
-- 
GitLab


From 4d9fab126a5e64c824d3565a51caa8d0f5eb2314 Mon Sep 17 00:00:00 2001
From: Sasha Glazov <glazov@mail.desy.de>
Date: Wed, 29 Dec 2021 10:42:51 +0100
Subject: [PATCH 6/9] more examples

---
 examples/HVQMNR-abs/parameters.yaml           |  41 +--
 examples/HVQMNR-abs/steering.txt              | 215 ----------------
 examples/HVQMNR-norm/parameters.yaml          |  41 +--
 examples/HVQMNR-norm/steering.txt             | 214 ----------------
 examples/PROSA2019FFNS/parameters.yaml        |  17 +-
 examples/PROSA2019FFNS/steering.txt           | 183 -------------
 examples/PROSA2019VFNS/parameters.yaml        |  18 +-
 examples/PROSA2019VFNS/steering.txt           |  73 ------
 examples/ZMVFNS-fit/parameters.yaml           |  60 -----
 examples/ZMVFNS-fit/steering.txt              | 232 -----------------
 examples/charmCCZEUSFFABM/steering.txt        | 220 ----------------
 examples/charmCCZEUSFONLL/steering.txt        | 220 ----------------
 .../steering.txt                              | 178 -------------
 .../steering.txt                              | 178 -------------
 .../steering.txt                              | 178 -------------
 .../parameters.yaml                           |  10 -
 .../steering.txt                              | 176 -------------
 .../steering.txt                              | 178 -------------
 examples/chi2scanMTOP/parameters.yaml         |  78 +-----
 examples/chi2scanMTOP/steering.txt            | 193 +-------------
 .../modifyDataSetParameter/parameters.yaml    |  15 +-
 examples/modifyDataSetParameter/steering.txt  | 235 -----------------
 examples/profilerAs/parameters.yaml           |  62 +----
 examples/profilerAs/steering.txt              | 240 ------------------
 .../profilerLHAPDF-HERAPDF20/parameters.yaml  |  52 +---
 .../profilerLHAPDF-HERAPDF20/steering.txt     | 125 ---------
 examples/profilerLHAPDF/parameters.yaml       |  36 +--
 examples/profilerLHAPDF/steering.txt          | 237 -----------------
 28 files changed, 13 insertions(+), 3692 deletions(-)

diff --git a/examples/HVQMNR-abs/parameters.yaml b/examples/HVQMNR-abs/parameters.yaml
index 2fc16d23e..0325371f0 100644
--- a/examples/HVQMNR-abs/parameters.yaml
+++ b/examples/HVQMNR-abs/parameters.yaml
@@ -1,14 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +28,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 10.437257
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs : [ 0.31, 0.0 ]
 
@@ -63,10 +53,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -92,14 +78,6 @@ Q0 : 1.183215957 # Initial scale =sqrt(1.4)
 alphas : 0.1059
 
 byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
   # FF ABM scheme settings:
   FFABM_DISNC:
     ? !include reactions/FFABM_DISNC.yaml
@@ -107,15 +85,6 @@ byReaction:
   FFABM_DISCC:
     ? !include reactions/FFABM_DISCC.yaml
     runm: 0
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
   # specific settings
   HVQMNR_LHCb_7TeV_charm:
     MNRmr_AB_c: 0.1968
@@ -126,16 +95,8 @@ byReaction:
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
   defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
-#  defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
   defaultValue : 'FFABM_DISCC'     # global specification
diff --git a/examples/HVQMNR-abs/steering.txt b/examples/HVQMNR-abs/steering.txt
index 1546b2b0e..9ac52a92b 100644
--- a/examples/HVQMNR-abs/steering.txt
+++ b/examples/HVQMNR-abs/steering.txt
@@ -22,98 +22,7 @@
     'datafiles/lhc/lhcb/beautyProduction/1306.3663/LHCb_7TeV_Beauty_Bs_pty-thexp.dat',
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
-
- 
-  ! Correlation files:
-   !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.9
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.9
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -199,34 +108,6 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
   !--------------------- NC ep charm ----------------
 
    ProcessName(9)     = 'NC e+-p charm'
@@ -238,101 +119,5 @@
    Variable(10)        = 'x'
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  1.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/HVQMNR-norm/parameters.yaml b/examples/HVQMNR-norm/parameters.yaml
index 7dbb0b633..0f76990aa 100644
--- a/examples/HVQMNR-norm/parameters.yaml
+++ b/examples/HVQMNR-norm/parameters.yaml
@@ -1,14 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +28,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 15.146046
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs : [ 0.31, 0.0 ]
 
@@ -63,10 +53,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -92,14 +78,6 @@ Q0 : 1.183215957 # Initial scale =sqrt(1.4)
 alphas : 0.1059
 
 byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
   # FF ABM scheme settings:
   FFABM_DISNC:
     ? !include reactions/FFABM_DISNC.yaml
@@ -107,15 +85,6 @@ byReaction:
   FFABM_DISCC:
     ? !include reactions/FFABM_DISCC.yaml
     runm: 0
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
   # specific settings
   HVQMNR_LHCb_7TeV_charm:
     MNRmr_AB_c: 1.0
@@ -126,16 +95,8 @@ byReaction:
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
   defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
-#  defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
   defaultValue : 'FFABM_DISCC'     # global specification
diff --git a/examples/HVQMNR-norm/steering.txt b/examples/HVQMNR-norm/steering.txt
index 9af674085..7eb64fb39 100644
--- a/examples/HVQMNR-norm/steering.txt
+++ b/examples/HVQMNR-norm/steering.txt
@@ -22,98 +22,7 @@
     'datafiles/lhc/lhcb/beautyProduction/1306.3663/LHCb_7TeV_Beauty_Bs_pty_Normy-thexp.dat',
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
-
- 
-  ! Correlation files:
-   !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.9
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.9
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -199,33 +108,6 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
 
   !--------------------- NC ep charm ----------------
 
@@ -238,101 +120,5 @@
    Variable(10)        = 'x'
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  1.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/PROSA2019FFNS/parameters.yaml b/examples/PROSA2019FFNS/parameters.yaml
index fcd70dc2c..6791e1857 100644
--- a/examples/PROSA2019FFNS/parameters.yaml
+++ b/examples/PROSA2019FFNS/parameters.yaml
@@ -1,4 +1,4 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
@@ -6,7 +6,6 @@ MINUIT:
     #migrad
     #hesse
     call fcn 3
-#  doErrors :  Hesse # None
 
 Parameters:
   Auv : [ 1.00000000, 0.00000000 ]
@@ -72,7 +71,7 @@ Decompositions:
     xg: par_g
 
 DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
+
 Evolutions:
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
@@ -88,10 +87,6 @@ Evolutions:
     Read_QCDNUM_Tables : 1
     SplineOrder : 2
     ICheck  :   0                # do or not check of the grid boundaries,
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "CT10"
-    member: 0
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -139,16 +134,8 @@ byReaction:
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
   defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
-#  defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
   defaultValue : 'FFABM_DISCC'     # global specification
diff --git a/examples/PROSA2019FFNS/steering.txt b/examples/PROSA2019FFNS/steering.txt
index bdcb33cdf..9df999dbb 100644
--- a/examples/PROSA2019FFNS/steering.txt
+++ b/examples/PROSA2019FFNS/steering.txt
@@ -4,8 +4,6 @@
 &InFiles
   ! Number of intput files
     NInputFiles = 31
-    !NInputFiles = 22
-    !NInputFiles = 1
  
   ! Input files:
 
@@ -50,76 +48,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'out'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -201,34 +129,6 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
   !--------------------- NC ep charm ----------------
 
    ProcessName(9)     = 'NC e+-p charm'
@@ -241,88 +141,5 @@
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
 
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
 &End
 
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/PROSA2019VFNS/parameters.yaml b/examples/PROSA2019VFNS/parameters.yaml
index 50edc2365..d88fe5835 100644
--- a/examples/PROSA2019VFNS/parameters.yaml
+++ b/examples/PROSA2019VFNS/parameters.yaml
@@ -1,12 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#  doErrors :  Hesse # None
 
 Parameters:
   Auv : [ 1.00000000, 0.00000000 ]
@@ -68,10 +64,8 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 DefaultEvolution: proton-APFELff
-#DefaultEvolution: proton-APFELxx
+
 Evolutions:
   proton-APFELff:
     ? !include evolutions/APFEL.yaml
@@ -119,19 +113,11 @@ fcharm: 0.
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
   defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
-#  defaultValue : 'BaseDISCC'       # global specification
   defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
 
 byReaction:
   # FONLL scheme settings:
diff --git a/examples/PROSA2019VFNS/steering.txt b/examples/PROSA2019VFNS/steering.txt
index ff38d2681..e0177911d 100644
--- a/examples/PROSA2019VFNS/steering.txt
+++ b/examples/PROSA2019VFNS/steering.txt
@@ -4,9 +4,6 @@
 &InFiles
   ! Number of intput files
     NInputFiles = 31
-    !NInputFiles = 22
-    !NInputFiles = 2
- 
   ! Input files:
 
      InputFileNames = 
@@ -50,55 +47,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -267,24 +215,3 @@
    
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
diff --git a/examples/ZMVFNS-fit/parameters.yaml b/examples/ZMVFNS-fit/parameters.yaml
index fe6202c5d..0a206e03c 100644
--- a/examples/ZMVFNS-fit/parameters.yaml
+++ b/examples/ZMVFNS-fit/parameters.yaml
@@ -37,9 +37,6 @@ Parameters:
     #max
     #pr_mean
     #pr_sigma
-#  As   : [ 0.1075, 0.0    ] # this is not used: use f_s instead
-#  Bs   : [  -0.1273, 0.0  ] # this is not used: use f_s instead
-#  Cs   : [ 9.586246, 0.0  ] # this is not used: use f_s instead
   ZERO : [ 0.00000000, 0.00000000 ]
   fs : [ 0.40000000, 0.00000000 ]
   alphas : [0.118, 0.001]
@@ -66,10 +63,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -82,77 +75,24 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
 
 Evolutions:
-  proton-APFELff:
-    ? !include evolutions/APFEL.yaml
-    decomposition: proton
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    # EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "CT10"
-    member: 0
-#  proton-APFEL:
-#    ? !include yaml/evolutions/APFELxx.yaml
-#    decomposition: proton
-#  antiproton:
-#    class: FlipCharge
-#    input: proton-QCDNUM
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
 ? !include constants.yaml
 
-#alphas : 0.118
-
-byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
-
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
-#  defaultValue : 'RT_DISNC'        # global specification
   defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
 
 WriteLHAPDF6:
   name: "proton"
diff --git a/examples/ZMVFNS-fit/steering.txt b/examples/ZMVFNS-fit/steering.txt
index 0b20c4595..af57f0871 100644
--- a/examples/ZMVFNS-fit/steering.txt
+++ b/examples/ZMVFNS-fit/steering.txt
@@ -15,109 +15,12 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
-
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
 &End
 
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
 *
 * Main steering cards
 *
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -203,140 +106,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/charmCCZEUSFFABM/steering.txt b/examples/charmCCZEUSFFABM/steering.txt
index 673105476..d514d9b25 100644
--- a/examples/charmCCZEUSFFABM/steering.txt
+++ b/examples/charmCCZEUSFFABM/steering.txt
@@ -13,76 +13,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -141,60 +71,6 @@
 *
 &Cuts
 
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
   !--------------------- NC ep charm ----------------
 
    ProcessName(9)     = 'NC e+-p charm'
@@ -206,101 +82,5 @@
    Variable(10)        = 'x'
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/charmCCZEUSFONLL/steering.txt b/examples/charmCCZEUSFONLL/steering.txt
index 673105476..3a9f93f9f 100644
--- a/examples/charmCCZEUSFONLL/steering.txt
+++ b/examples/charmCCZEUSFONLL/steering.txt
@@ -13,76 +13,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -141,60 +71,6 @@
 *
 &Cuts
 
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
   !--------------------- NC ep charm ----------------
 
    ProcessName(9)     = 'NC e+-p charm'
@@ -207,100 +83,4 @@
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
 
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
 &End
diff --git a/examples/charmCCxFitterFFNSAPredictionsLHeC/steering.txt b/examples/charmCCxFitterFFNSAPredictionsLHeC/steering.txt
index 7a414223b..f78485889 100644
--- a/examples/charmCCxFitterFFNSAPredictionsLHeC/steering.txt
+++ b/examples/charmCCxFitterFFNSAPredictionsLHeC/steering.txt
@@ -12,66 +12,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-* Does this still work? --Ivan
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -129,61 +69,6 @@
 * Process dependent cuts
 *
 &Cuts
-
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
   !--------------------- NC ep charm ----------------
 
    ProcessName(9)     = 'NC e+-p charm'
@@ -195,68 +80,5 @@
    Variable(10)        = 'x'
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/charmCCxFitterFFNSAProfilerLHeC/steering.txt b/examples/charmCCxFitterFFNSAProfilerLHeC/steering.txt
index 57d49a9ae..ffc9aea08 100644
--- a/examples/charmCCxFitterFFNSAProfilerLHeC/steering.txt
+++ b/examples/charmCCxFitterFFNSAProfilerLHeC/steering.txt
@@ -12,66 +12,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-* Does this still work? --Ivan
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -129,61 +69,6 @@
 * Process dependent cuts
 *
 &Cuts
-
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
   !--------------------- NC ep charm ----------------
 
    ProcessName(9)     = 'NC e+-p charm'
@@ -196,67 +81,4 @@
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
 
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-   DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
 &End
diff --git a/examples/charmCCxFitterFFNSBPredictionsLHeC/steering.txt b/examples/charmCCxFitterFFNSBPredictionsLHeC/steering.txt
index faf3c2eb4..1be4a0b6b 100644
--- a/examples/charmCCxFitterFFNSBPredictionsLHeC/steering.txt
+++ b/examples/charmCCxFitterFFNSBPredictionsLHeC/steering.txt
@@ -12,66 +12,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-* Does this still work? --Ivan
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -129,61 +69,6 @@
 * Process dependent cuts
 *
 &Cuts
-
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
   !--------------------- NC ep charm ----------------
 
    ProcessName(9)     = 'NC e+-p charm'
@@ -196,67 +81,4 @@
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
 
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
 &End
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/parameters.yaml b/examples/charmCCxFitterFONLLBPredictionsLHeC/parameters.yaml
index dea9c6397..948a0be23 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/parameters.yaml
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/parameters.yaml
@@ -59,16 +59,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  #par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-  #par_s:
-    #class: Expression
-    #expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
-  # Another example for Expression parameterisation
-  #par_g:
-    #class: Expression
-    #expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/steering.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/steering.txt
index 7a414223b..add016e0a 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/steering.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/steering.txt
@@ -12,66 +12,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-* Does this still work? --Ivan
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -130,60 +70,6 @@
 *
 &Cuts
 
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
   !--------------------- NC ep charm ----------------
 
    ProcessName(9)     = 'NC e+-p charm'
@@ -196,67 +82,5 @@
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
 
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/steering.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/steering.txt
index 1530a3cff..019605936 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/steering.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/steering.txt
@@ -12,66 +12,6 @@
 
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-* Does this still work? --Ivan
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -129,61 +69,6 @@
 * Process dependent cuts
 *
 &Cuts
-
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
   !--------------------- NC ep charm ----------------
 
    ProcessName(9)     = 'NC e+-p charm'
@@ -196,67 +81,4 @@
    CutValueMin(10)     = 0.000001 
    CutValueMax(10)     = 1.0
 
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
 &End
diff --git a/examples/chi2scanMTOP/parameters.yaml b/examples/chi2scanMTOP/parameters.yaml
index aad57404d..c3db8edd7 100644
--- a/examples/chi2scanMTOP/parameters.yaml
+++ b/examples/chi2scanMTOP/parameters.yaml
@@ -1,4 +1,4 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
@@ -9,9 +9,7 @@ Evolutions:
     class: LHAPDF
     set: "MMHT2014nnlo68cl"
     member: 0
-  antiproton:
-    class: FlipCharge
-    input: proton-LHAPDF
+
 DefaultEvolution: proton-LHAPDF
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
@@ -21,82 +19,10 @@ Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 alphas : 0.118
 
 byReaction:
-  # RT DIS scheme settings:
-  RT_DISNC:
-    ? !include reactions/RT_DISNC.yaml
-    # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-    #evolution: proton-QCDNUM
-  # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-  #BaseDISCC:
-  #  evolution: proton-QCDNUM
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
   Hathor:
      MS_MASS: 1
      muR: 1.
      muF: 1.
      RATIO: 0
 
-# Specify HF scheme used for DIS NC processes:
-hf_scheme_DISNC :
-  defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
-
-# Specify HF scheme used for DIS CC processes:
-hf_scheme_DISCC :
-  defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
-
-#
-# Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
-#
-Profiler:
-  Parameters:
-    alphas: [ 0.118, 0.119, 0.117 ]  # central, up, (down) variation. If down is not given, uses symmetrizes Up variation 
-  #Evolutions:
-  #  proton-LHAPDF:
-  #    sets:    [CT10]
-  #    members: [[0,1,end]]
-  Status: "Off"               # "Off" to turn off profiler
-  WriteTheo: "Off"            # Can be "Off", "On" or "Asymmetric" (to store asymmetric variations)
-  getChi2: "Off"              # determine and report chi2 for each variation
-
 OutputDirectory: "output" #Can be omitted, default is "output"
-
-#WriteLHAPDF6:
-#  name: "proton"
-#  description: "..."
-#  authors: "..."
-#  reference: "..."
-#    # use DefaultEvolution
-#  #evolution: proton-QCDNUM
-#    # take internal grid
-#  preferInternalGrid:
-#    # or define grid
-#  #Xrange: [1e-4, 1]
-#  #Qrange: [1,1000]
-#  #Xnpoints: 200
-#  #Qnpoints: 120
diff --git a/examples/chi2scanMTOP/steering.txt b/examples/chi2scanMTOP/steering.txt
index bc3a8ab01..c7c4da0c5 100644
--- a/examples/chi2scanMTOP/steering.txt
+++ b/examples/chi2scanMTOP/steering.txt
@@ -9,66 +9,6 @@
     InputFileNames(1) = 'datafiles/lhc/atlas/topProduction/1406.5375/Diff_ttbar_ATL_7TeV_TOT-Hathor-thexp.dat'
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-* Does this still work? --Ivan
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -120,143 +60,12 @@
   ! WriteLHAPDF5 = false
 &End
 
-
-
 *
 * Process dependent cuts
 *
-&Cuts
-
-  !--------------------- NC ep  --------------------------
-
-  ! Rule #1: Q2 cuts
-   ProcessName(1)     = 'NC e+-p'
-   Variable(1)        = 'Q2'
-   CutValueMin(1)     = 3.5
-   CutValueMax(1)     = 1000000.0
-
-  ! Rule #2: x cuts
-   ProcessName(2)     = 'NC e+-p'
-   Variable(2)        = 'x'
-   CutValueMin(2)     = 0.000001 
-   CutValueMax(2)     = 1.0
-
-  !---------------------  CC ep  ------------------
-
-   ProcessName(3)     = 'CC e+-p'
-   Variable(3)        = 'Q2'
-   CutValueMin(3)     = 3.5
-   CutValueMax(3)     = 1000000.0
-
-   ProcessName(4)     = 'CC e+-p'
-   Variable(4)        = 'x'
-   CutValueMin(4)     = 0.000001 
-   CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
+&Cuts   
 &End
 
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
 
 &chi2scan
   SCAN = true
diff --git a/examples/modifyDataSetParameter/parameters.yaml b/examples/modifyDataSetParameter/parameters.yaml
index 3a442533d..30bff9d68 100644
--- a/examples/modifyDataSetParameter/parameters.yaml
+++ b/examples/modifyDataSetParameter/parameters.yaml
@@ -1,4 +1,4 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
@@ -28,10 +28,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 9.586246
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs : [ 0.4, 0.0 ]
 
@@ -49,18 +45,11 @@ Parameterisations:
     class: HERAPDF
     parameters: [Adbar,Bdbar,Cdbar]
   par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-    # parametrise as expression: otherwise how to parametrise it as fs/(1-fs)*par_dbar using HERAPDF?
     class: Expression
     expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -79,8 +68,6 @@ Evolutions:
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    # EvolutionCopy: "proton-LHAPDF"
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
diff --git a/examples/modifyDataSetParameter/steering.txt b/examples/modifyDataSetParameter/steering.txt
index 0b20c4595..d9b491d7b 100644
--- a/examples/modifyDataSetParameter/steering.txt
+++ b/examples/modifyDataSetParameter/steering.txt
@@ -15,109 +15,9 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
-
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
 &End
 
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -203,140 +103,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/profilerAs/parameters.yaml b/examples/profilerAs/parameters.yaml
index 80a578eed..396dee2ad 100644
--- a/examples/profilerAs/parameters.yaml
+++ b/examples/profilerAs/parameters.yaml
@@ -1,14 +1,8 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
     call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +28,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 9.586246
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs : [ 0.4, 0.0 ]
 
@@ -63,10 +53,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  # Another example for Expression parameterisation
-  #par_g:
-  #  class: Expression
-  #  expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -79,31 +65,12 @@ Decompositions:
     xs: par_s
     xg: par_g
 
-#DefaultEvolution: proton-APFELff
 DefaultEvolution: proton-QCDNUM
 
 Evolutions:
-  proton-APFELff:
-    ? !include evolutions/APFEL.yaml
-    decomposition: proton
   proton-QCDNUM:
     ? !include evolutions/QCDNUM.yaml
     decomposition: proton #this could be omitted, as the default decomposition is set
-    # The following allows QCDNUM to read PDFs from other evolutions:
-    # EvolutionCopy: "proton-LHAPDF"
-  proton-LHAPDF:
-    class: LHAPDF
-    set: "CT10"
-    member: 0
-#  proton-APFEL:
-#    ? !include yaml/evolutions/APFELxx.yaml
-#    decomposition: proton
-#  antiproton:
-#    class: FlipCharge
-#    input: proton-QCDNUM
-#  neutron:
-#    class: FlipUD
-#    input: proton-QCDNUM
 
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
@@ -115,41 +82,14 @@ byReaction:
   # RT DIS scheme settings:
   RT_DISNC:
     ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
   defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
 
 #
 # Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
diff --git a/examples/profilerAs/steering.txt b/examples/profilerAs/steering.txt
index 334252545..3706b739b 100644
--- a/examples/profilerAs/steering.txt
+++ b/examples/profilerAs/steering.txt
@@ -15,109 +15,9 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
-
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
 &End
 
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -170,8 +70,6 @@
   ! WriteLHAPDF5 = false
 &End
 
-
-
 *
 * Process dependent cuts
 *
@@ -203,143 +101,5 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
-   
-&End
-
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  !
-  ! STATYPE = SYS_TYPE = 0 with lRANDDATA = False and lRAND   = True yeilds in substitution of data by theory (useful for sensitivity tests)
-  !
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
 &End
 
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
diff --git a/examples/profilerLHAPDF-HERAPDF20/parameters.yaml b/examples/profilerLHAPDF-HERAPDF20/parameters.yaml
index c5697e463..1e79df9ed 100644
--- a/examples/profilerLHAPDF-HERAPDF20/parameters.yaml
+++ b/examples/profilerLHAPDF-HERAPDF20/parameters.yaml
@@ -1,14 +1,9 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     call fcn 1
     set str 2
     call fcn 3
-#    migrad
-#    hesse
-#    call fcn 3
-    
-#  doErrors :  Hesse # None
 
 Parameters:
   Ag   :  DEPENDENT
@@ -34,10 +29,6 @@ Parameters:
   Cdbar: # another example of providing value, step etc.
     value: 9.586246
     step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
   ZERO : [ 0. ]          # zero
   fs   :   0.4   #no step means fixed
   DbarToS: "=fs/(1-fs)"
@@ -62,16 +53,6 @@ Parameterisations:
   par_g:
     class: NegativeGluon
     parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  #par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-  #par_s:
-    #class: Expression
-    #expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
-  # Another example for Expression parameterisation
-  #par_g:
-    #class: Expression
-    #expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
 
 DefaultDecomposition: proton
 Decompositions:
@@ -85,7 +66,6 @@ Decompositions:
     xg: par_g
 
 DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 
 Evolutions:
   proton-QCDNUM:
@@ -110,44 +90,14 @@ byReaction:
     ? !include reactions/RT_DISNC.yaml
     # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
     #evolution: proton-QCDNUM
-  # uncomment if defaultEvolution is not QCDNUM: RT_DISNC works with QCDNUM only, use EvolutionCopy
-  #BaseDISCC:
-  #  evolution: proton-QCDNUM
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
   defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
 
 #
 # Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
diff --git a/examples/profilerLHAPDF-HERAPDF20/steering.txt b/examples/profilerLHAPDF-HERAPDF20/steering.txt
index 748b3a593..a2097d281 100644
--- a/examples/profilerLHAPDF-HERAPDF20/steering.txt
+++ b/examples/profilerLHAPDF-HERAPDF20/steering.txt
@@ -12,55 +12,6 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
 &End
 
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
-&End
-
-
-*
-* Main steering cards
-*
 &xFitter 
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
@@ -144,84 +95,8 @@
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
 
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  !
-  ! STATYPE = SYS_TYPE = 0 with lRANDDATA = False and lRAND   = True yeilds in substitution of data by theory (useful for sensitivity tests)
-  !
-  STATYPE =  1
-  SYSTYPE =  1
-&End
 
 
diff --git a/examples/profilerLHAPDF/parameters.yaml b/examples/profilerLHAPDF/parameters.yaml
index 7567a6d26..bb9583922 100644
--- a/examples/profilerLHAPDF/parameters.yaml
+++ b/examples/profilerLHAPDF/parameters.yaml
@@ -1,16 +1,9 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
-#    call fcn 3
-#    call fcn 1
-#    migrad
-#    hesse
-#    call fcn 3
-#  doErrors :  Hesse # None
 
 DefaultEvolution: proton-QCDNUM
-#DefaultEvolution: proton-LHAPDF
 
 Evolutions:
   proton-QCDNUM:
@@ -33,41 +26,14 @@ byReaction:
   # RT DIS scheme settings:
   RT_DISNC:
     ? !include reactions/RT_DISNC.yaml
-  # FONLL scheme settings:
-  FONLL_DISNC:
-    ? !include reactions/FONLL_DISNC.yaml
-  FONLL_DISCC:
-    ? !include reactions/FONLL_DISCC.yaml
-  # FF ABM scheme settings:
-  FFABM_DISNC:
-    ? !include reactions/FFABM_DISNC.yaml
-  FFABM_DISCC:
-    ? !include reactions/FFABM_DISCC.yaml
-  # AFB settings:
-  AFB:
-    ? !include reactions/AFB.yaml
-  # APPLgrid settings:
-  APPLgrid:
-    ? !include reactions/APPLgrid.yaml
-  # (optional) Fractal module settings:
-  Fractal_DISNC:
-    ? !include reactions/Fractal_DISNC.yaml
 
 # Specify HF scheme used for DIS NC processes:
 hf_scheme_DISNC :
   defaultValue : 'RT_DISNC'        # global specification
-#  defaultValue : 'BaseDISNC'       # global specification
-#  defaultValue : 'FONLL_DISNC'     # global specification
-#  defaultValue : 'FFABM_DISNC'
-#  'HERA1+2 NCep 920' : 'BaseDISNC' # datafile specific (based on name)
-#  1 : BaseDISNC
-#  'HERA1+2 NCep 920' : 'Fractal_DISNC'  # Fractal model. Add parameters file if you want to try it (see above)
 
 # Specify HF scheme used for DIS CC processes:
 hf_scheme_DISCC :
   defaultValue : 'BaseDISCC'       # global specification
-#  defaultValue : 'FONLL_DISCC'     # global specification
-#  defaultValue : 'FFABM_DISCC'     # global specification
 
 #
 # Profiler allows to add variations of parameters and PDF eigenvectors as additional nuisance parameters
diff --git a/examples/profilerLHAPDF/steering.txt b/examples/profilerLHAPDF/steering.txt
index 334252545..acc3a5275 100644
--- a/examples/profilerLHAPDF/steering.txt
+++ b/examples/profilerLHAPDF/steering.txt
@@ -16,108 +16,9 @@
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep-thexp.dat',
      'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem-thexp.dat',
 
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_920.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_820.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_575.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCep_460.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_NCem.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCep.dat',
-     'datafiles/hera/h1zeusCombined/inclusiveDis/1506.06042/HERA1+2_CCem.dat',
-    ! 'Z0_applgrid_nnlo_reaction.dat', 'D0_Wel_pt25_asymmetry.dat'
-    ! 'datafiles/lhc/atlas/wzProduction/1203.4051/Z0_applgrid_nnlo.dat',
-
-&End
-
-&InCorr
-  ! Number of correlation (statistical, systematical or full) files
-    NCorrFiles = 0
- 
-  ! Correlation files:
-  !  CorrFileNames(1) = 'datafiles/hera/h1/jets/0904.3870/H1_NormInclJets_HighQ2_99-07___H1_NormInclJets_HighQ2_99-07.corr'
-&End
-
-&ReduceSyst
-    ! even with tolerance =0 the following flag may speed up calculations
-  do_reduce = .false.  ! turn-on to simplify/speedup chi2 calculation.
-    ! tolerance = 0.0 for exact calculation, > 0.0 for improved speed.
-  tolerance = 0.0
-    ! depending on blas library, toggling the following flag may improve chi2 computation speed:
-  useBlas = .false.
-&End
-
-&CovarToNuisance
-   ! Global switch for using nuisance param representation for covariance mat.
-  LConvertCovToNui = .False.
-
-   ! Tolerance -- zero means exact transformation
-  Tolerance = 0.0
-
-   ! (Optional) -- try to subtract diagonal stat. uncertainties from total covariance when determining uncorrelated uncertainites
-  LSubtractStat = .false.
-
-   ! The following lines allow to adjust error scaling properties (default: :M)
-  DataName     = 'CMS electon Asymmetry rapidity', 'CMS W muon asymmetry'
-  DataSystType = ':A', ':A'
-&End
-
-&QCDNUM
-   ! do not re-compute QCDNUM tables if they are present and match grid definition
-  Read_QCDNUM_Tables = .true.
-&End 
-
-
-&OutDir
-  ! Name of the directory where output will be stored (max 255 characters)
-    OutDirName = 'output'
-&End
-*
-* (Optional) Modify renormalisation/factorisation scales, dataset
-* dependently. The numbering follows sequential numbering of input files
-*
-&Scales 
-    DataSetMuR  = 7*1.0     ! Set muR scale to 1 for all 4 datasets
-    DataSetMuF  = 7*1.0     ! Set muF scale to 1 for all 4 datasets
- !   DataSetTheoryOrder = 7*'NNLO',"NLO",'NNLO'
- !   DataSetMaxNF(2) = 4    ! Enable the H-VFNS (requires APFEL)
- !   DataSetMaxNF = 9*5
-&End
-
-*
-* (Optional) List systematic sources, modify their scaling properties:
-*
-&Systematics
- !C      List sources, Results.txt file would list them first. Use the usual :A, :P, 
- !C      qualifiers to change the scalling properties
- !  ListOfSources = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13:A'
- !C      Modify the prior in chi2 definition (1.0 is default):
- !  PriorScaleName = 'ATLAS_lumi2010', 'ATL_WZ2010_Source_13'
- !  PriorScaleFactor = 0.0, 0.0 
 &End
 
-
-*
-* Main steering cards
-*
 &xFitter 
-                ! 'Fit'             -- standard MINUIT-minimization of PDF and other parameters
-                ! 'LHAPDF Analysis' -- Evalutate input LHAPDF set uncertaitnies, chi2, profiling or reweighting
-                !                      Requires &LHAPDF namelist to specify the set name. If PDFSTYLE is not
-                !                      set to LHAPDFQ0, LHAPDF or LHAPDFNATIVE, sets it to LHAPDF
-                ! 'PDF Rotate'      -- performs PDF re-diagonalization. Requires theo.in files to operate properly  
-
-                       ! 'DGLAP_APFEL'      -- collinear evolution with APFEL
-                       ! 'DGLAP_QEDEVOL'    -- collinear evolution with QEDEVOL
-                       ! 'DGLAP_APFEL_QED'  -- collinear evolution with APFEL with QED corrections
-                       ! 'DIPOLE' -- dipole model 
-                       ! 'uPDF'   -- un-integrated PDFs
-                                !uPDF1 fit with kernel ccfm-grid.dat file
-                                !uPDF2 fit evolved uPDF, fit just normalisation
-                                !uPDF3 fit using precalculated grid of sigma_hat
-                                !uPDF4 fit calculating kernel on fly, grid of sigma_hat
-
- ! --- Scheme for heavy flavors 
-                                       ! (Any of the FONLL schemes at LO is equivalent to the ZM-VFNS)
-
  ! XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
  !
  ! Chi2 definition. Following options are supported:
@@ -202,144 +103,6 @@
    Variable(4)        = 'x'
    CutValueMin(4)     = 0.000001 
    CutValueMax(4)     = 1.0
-
-  !-------------------- DY pp  ----------------------
-
-   ProcessName(5)     = 'CC pp'
-   Variable(5)        = 'eta1'
-   CutValueMin(5)     = -1.
-   CutValueMax(5)     = 100.
-
-  !------------------- Jets ---------------------------
-   
-   ProcessName(6)     = 'pp jets APPLGRID'
-   Variable(6)        = 'pt1'
-   CutValueMin(6)     = 20.
-   CutValueMax(6)     = 1000000.
-
-  !--------------------- Fixed target --------------------------
-
-  ! Rule #7: Whad2 cut
-   ProcessName(7)     = 'muon p'
-   Variable(7)        = 'Whad2'
-   CutValueMin(7)     = 15.   
-
-  !--------------------- Fastnlo jets ----------------------
-
-   ProcessName(8)     = 'FastNLO ep jets'
-   Variable(8)        = 'kfac'
-   CutValueMin(8)     = 0.0
-   CutValueMax(8)     = 2.5
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
-  !--------------------- by Dataset index ----------------
-
-   ! applied to any (including unspecified) reaction by Dataset indices
-   ! e.g. cut pTmax < 15.0 will be applied to datasets 996 and 996
-   ! ProcessName must be 'DUMMY'
-   !
-   !ProcessName(11)     = 'DUMMY'
-   !Dataset( 1,11)      = 995
-   !Dataset( 1,11)      = 996
-   !Variable(11)        = 'pTmax'
-   !CutValueMin(11)     = 0.0
-   !CutValueMax(11)     = 15.0
    
 &End
 
-*
-* (Optional) MC errors steering cards
-*
-&MCErrors
-  ! Activate MC method for error estimation if lRand = True
-  lRAND   = False
-  
-  ! Use data (true, default) or theory (false) for the central values of the MC replica
-  lRANDDATA = True
-
-  ! MC method Seed
-  ISeedMC = 123456 
-
-  ! --- Choose what distribution for the random number generator 
-  ! STATYPE (SYS_TYPE)  =   1  gauss
-  ! STATYPE (SYS_TYPE)  =   2  uniform
-  ! STATYPE (SYS_TYPE)  =   3  lognormal
-  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
-  !
-  ! STATYPE = SYS_TYPE = 0 with lRANDDATA = False and lRAND   = True yeilds in substitution of data by theory (useful for sensitivity tests)
-  !
-  STATYPE =  1
-  SYSTYPE =  1
-&End
-
-*
-* (Optional) Chebyshev study namelist
-*
-&Cheb
-  ! Set following > 0 to turn on:
-   NCHEBGLU = 0   ! number of parameters for the gluon (max 15)
-   NCHEBSEA = 0   ! number of parameters for the sea   (max 15)
-
-  ! Cheb. polynomial type: multiply by (1-x) (1) or not (0)  
-   ichebtypeGlu = 1 
-   ichebtypeSea = 1 
-
-  ! Starting point in x:
-   chebxmin = 1.E-5
-
-   ILENPDF  = 0   ! use pdf length constraint
-
-  ! PDF length constraint strength for different PDFs:
-   PDFLenWeight = 1., 1., 1., 1., 1.     
-
-  ! Range in W where length constraint is applied:
-   WMNLen =  20.
-   WMXLen = 320.
-
-&End
-
-*
-* (Optional) pure polynomial parameterisation for valence quarks
-*
-&Poly
-  ! Set to > zero to activate
-  NPolyVal = 0 
-  IZPOPOLY = 1  ! ( times (1-x) for 0 and (1-x)^2 for 1) 
-  IPOLYSQR = 0  ! ( ensure positivity of PDFs by squaring them )
-&End
-
-*
-* (Optional) choose the factorisation scale for HQs
-* tuned via parameters:    mu_f^2 = scalea1 * Q^2 + scaleb1 * 4*m_h^2
-* Available for 'FF', 'FF ABM' options (heavy quarks scale)
-* Also defines scale for 'ZMVFNS'.'ACOT Full' and 'ACOT Chi' options ( for these options scale is being set for heavy quarks and light quarks).  
-&HQScale
-   scalea1    =  1. 
-   scaleb1    =  0.  
-   MassHQ = 'mc' ! (available: mc, mb), relevant for 'FF', 'ZMVFNS', 'ACOT Full' and  'ACOT chi'
-&End
-
-*
-* (Optional) LHAPDF sttering card
-*
-&lhapdf
-  ! LHAPDFVARSET = 'HERAPDF20_NLO_VAR' ! Add a PDF set with model and parametrisation uncertainties
-  ! NPARVAR = 3                        ! Number of parametrisation uncertainties in the LHAPDFVARSET set
-  ! LHAPDFPROFILE = False              ! run only on the set specified by ILHAPDFSET
-  ! LHASCALEPROFILE = True             ! Add QCD scale variations as nuisance parameters
-  ! SCALE68 = false                    ! Scale PDF uncertainties by a factor 1/1.645
-  ! WriteAlphaSToMemberPDF = false
-  ! NREMOVEPRIORS = 0                  ! Remove prior from the last n PDF nuisance parameters
-  ! DataToTheo = True                  ! reset data to predictions corresponding to member 0, for sensitivity studies
-&End
-- 
GitLab


From 8d933716c7fed5a182c908ae3fce692639ca5554 Mon Sep 17 00:00:00 2001
From: Sasha Glazov <glazov@mail.desy.de>
Date: Wed, 29 Dec 2021 11:04:10 +0100
Subject: [PATCH 7/9] ceres is visible during install (as described in wiki)

---
 CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index 2810e7951..3dacfadbb 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -33,7 +33,7 @@ find_package(APPLgrid)
 find_package(APFELgrid)
 find_package(APFEL)
 find_package(APFELxx)
-find_package(Ceres QUIET)
+find_package(Ceres)
 include(find_package_ROOT)
 find_package(Hathor)
 find_package(yaml)
-- 
GitLab


From 681c362d30c015a458331a4efc24e212a505f47b Mon Sep 17 00:00:00 2001
From: Sasha Glazov <glazov@mail.desy.de>
Date: Wed, 29 Dec 2021 19:35:24 +0100
Subject: [PATCH 8/9] Enable other than apfel evolutions for FONLL calculations

---
 evolutions/APFEL/APFEL_Evol.cc               |  4 +--
 reactions/FONLL_DISCC/ReactionFONLL_DISCC.cc | 26 ++++++++++++++++++--
 reactions/FONLL_DISCC/ReactionFONLL_DISCC.h  |  2 ++
 reactions/FONLL_DISNC/ReactionFONLL_DISNC.cc | 26 ++++++++++++++++++--
 reactions/FONLL_DISNC/ReactionFONLL_DISNC.h  |  2 ++
 src/TermData.cc                              |  6 +++++
 6 files changed, 60 insertions(+), 6 deletions(-)

diff --git a/evolutions/APFEL/APFEL_Evol.cc b/evolutions/APFEL/APFEL_Evol.cc
index 7e355c44b..0a3d23302 100644
--- a/evolutions/APFEL/APFEL_Evol.cc
+++ b/evolutions/APFEL/APFEL_Evol.cc
@@ -16,7 +16,7 @@ xfitter::BasePdfDecomposition *gPdfDecomp;
 bool gQCDevol;
 
 // wraper for APFEL PDF function:
-extern "C" void externalsetapfel1_(double &x, double &Q, double *xf)
+extern "C" void externalsetapfel_(double &x, double &Q, double *xf)
 {
   // xf is from -6 to +6 (or +7),
   for (int i = 0; i <= 12; i++)
@@ -248,7 +248,7 @@ void APFEL_Evol::atStart()
   // Initialize the APFEL DIS module
   APFEL::InitializeAPFEL_DIS();
 
-  APFEL::SetPDFSet("external1");
+  APFEL::SetPDFSet("external");
   gPdfDecomp = XFITTER_PARS::getInputDecomposition(_yAPFEL);
   BaseEvolution::atStart();
 }
diff --git a/reactions/FONLL_DISCC/ReactionFONLL_DISCC.cc b/reactions/FONLL_DISCC/ReactionFONLL_DISCC.cc
index 9c949060c..082392b44 100644
--- a/reactions/FONLL_DISCC/ReactionFONLL_DISCC.cc
+++ b/reactions/FONLL_DISCC/ReactionFONLL_DISCC.cc
@@ -33,9 +33,24 @@ void ReactionFONLL_DISCC::initTerm(TermData *td)
   // Check if APFEL evolution is used
   xfitter::BaseEvolution* pdf = td->getPDF();
   if (pdf->getClassName() != string("APFEL") ) {
-    std::cerr<<"[ERROR] Reaction "<<getReactionName()<<" only supports APFEL evolution; got evolution named \""<<pdf->_name<<"\" of class \""<<pdf->getClassName()<<"\" for termID="<<td->id<<std::endl;
-    hf_errlog(19051815,"F: Reaction "+getReactionName()+" can only work with APFEL evolution, see stderr");
+    hf_errlog(19051815,"I: Reaction "+getReactionName()+ " uses non-APFEL evolution. Make sure that APFEL evolution is included");
+    _non_apfel_evol = true;
+
+    // We want to check if apfelff was initialized:
+    bool foundApfel = false;
+    for ( auto const& entry : XFITTER_PARS::gEvolutions ) {
+      if (entry.second->getClassName() == string("APFEL")) {
+	foundApfel = true;
+	break;
+      }
+    }
+    if (not foundApfel) {
+      hf_errlog(21122901,"F: Include fortran APFEL evolution to Evolutions: list (even if it is not used) to initialize FONLL DIS modules");
+    }
   }
+  else {
+    _non_apfel_evol = false;
+  }    
 }
 
 // Compute all predictions in here and store them to be returned
@@ -53,6 +68,13 @@ void ReactionFONLL_DISCC::atIteration()
   {
     auto termID = tdpair.first;
     auto td = tdpair.second;
+
+    // Non-apfelFF evolution
+    if (_non_apfel_evol) {
+      td -> actualizeWrappers();
+      APFEL::SetPDFSet("external1");
+    }
+        
     auto rd = (BaseDISCC::ReactionData *)td->reactionData;
     // Charge of the projectile.
     const double charge = rd->_charge;
diff --git a/reactions/FONLL_DISCC/ReactionFONLL_DISCC.h b/reactions/FONLL_DISCC/ReactionFONLL_DISCC.h
index 6467552c5..5898c2bc6 100644
--- a/reactions/FONLL_DISCC/ReactionFONLL_DISCC.h
+++ b/reactions/FONLL_DISCC/ReactionFONLL_DISCC.h
@@ -36,5 +36,7 @@ class ReactionFONLL_DISCC : public ReactionBaseDISCC
   map <unsigned,valarray<double>> _flfonll;
   map <unsigned,valarray<double>> _f3fonll;
   map <unsigned,TermData*> _dsIDs;
+  //! Allow for non-apfelff evolution:
+  bool _non_apfel_evol{false};  
 };
 
diff --git a/reactions/FONLL_DISNC/ReactionFONLL_DISNC.cc b/reactions/FONLL_DISNC/ReactionFONLL_DISNC.cc
index b37866d0c..6f7b8517a 100644
--- a/reactions/FONLL_DISNC/ReactionFONLL_DISNC.cc
+++ b/reactions/FONLL_DISNC/ReactionFONLL_DISNC.cc
@@ -14,6 +14,7 @@
 #include "APFEL/APFEL.h"
 #include "hf_errlog.h"
 #include "BaseEvolution.h"
+#include <cstring>
 
 // The class factory
 extern "C" ReactionFONLL_DISNC *create()
@@ -27,8 +28,23 @@ void ReactionFONLL_DISNC::initTerm(TermData* td)
   // Check if APFEL evolution is used
   xfitter::BaseEvolution* pdf = td->getPDF();
   if (pdf->getClassName() != string("APFEL") ) {
-    std::cerr<<"[ERROR] Reaction "<<getReactionName()<<" only supports APFEL evolution; got evolution named \""<<pdf->_name<<"\" of class \""<<pdf->getClassName()<<"\" for termID="<<td->id<<std::endl;
-    hf_errlog(19051815,"F: Reaction " + getReactionName() + " can only work with APFEL evolution, see stderr");
+    hf_errlog(19051815,"I: Reaction " + getReactionName() + " uses non-APFEL evolution. Make sure that APFEL evolution is included");
+    _non_apfel_evol = true;
+
+    // We want to check if apfelff was initialized:
+    bool foundApfel = false;
+    for ( auto const& entry : XFITTER_PARS::gEvolutions ) {
+      if (strcmp(entry.second->getClassName(),"APFEL")==0) {
+	foundApfel = true;
+	break;
+      }
+    }
+    if (not foundApfel) {
+      hf_errlog(21122901,"F: Include fortran APFEL evolution to Evolutions: list (even if it is not used) to initialize FONLL DIS modules");
+    }
+  }
+  else {
+    _non_apfel_evol = false;
   }
 }
 
@@ -48,6 +64,12 @@ void ReactionFONLL_DISNC::atIteration()
   {
     TermData *td = GetTermData(termID);
 
+    // Non-apfelFF evolution
+    if (_non_apfel_evol) {
+      td -> actualizeWrappers();
+      APFEL::SetPDFSet("external1");
+    }
+
     // Charge of the projectile.
     // This does not have any impact because the difference between
     // "electron" and "positron" for a NC cross section is relevant
diff --git a/reactions/FONLL_DISNC/ReactionFONLL_DISNC.h b/reactions/FONLL_DISNC/ReactionFONLL_DISNC.h
index 0286c4b5e..e3c7ea2a1 100644
--- a/reactions/FONLL_DISNC/ReactionFONLL_DISNC.h
+++ b/reactions/FONLL_DISNC/ReactionFONLL_DISNC.h
@@ -34,5 +34,7 @@ class ReactionFONLL_DISNC : public ReactionBaseDISNC
   map <int,valarray<double>> _f2fonll;
   map <int,valarray<double>> _flfonll;
   map <int,valarray<double>> _f3fonll;
+  //! Allow for non-apfelff evolution:
+  bool _non_apfel_evol{false};
 };
 
diff --git a/src/TermData.cc b/src/TermData.cc
index 0eaf2bfca..56753e96c 100644
--- a/src/TermData.cc
+++ b/src/TermData.cc
@@ -22,6 +22,12 @@ extern "C"
   double alphas_wrapper_(const double &Q) {
     return wrappedPDFs[0]->getAlphaS(Q);
   }
+
+  // also for apfel:
+  void externalsetapfel1_(double &x, double &Q, double *xf)
+  {
+    pdf_xfxq_wrapper_(x,Q,xf);
+  }
 }
 
 //Note: there was some TermInfo-parsing logic in TheorEval and ftheor_eval code, but I did not like it and wrote my own. Now it can handle spaces!
-- 
GitLab


From 96513bcb19c5b8bcb4afb2c5062e02e8d9cc3ab7 Mon Sep 17 00:00:00 2001
From: Sasha Glazov <glazov@mail.desy.de>
Date: Wed, 29 Dec 2021 23:17:09 +0100
Subject: [PATCH 9/9] update examples using FONLL with LHAPDF

---
 evolutions/APFEL/APFEL_Evol.cc                |    5 +-
 .../README.txt                                |    6 +-
 .../output/Results.txt                        |    8 +-
 .../output/fittedresults.txt                  | 1986 ++--
 .../output/minuit.out.txt                     |   58 +-
 .../output/parsout_0                          |   24 -
 .../output/parsout_1                          |   24 -
 .../output/pdfs_q2val_01.txt                  |  202 +-
 .../output/pdfs_q2val_02.txt                  |  202 +-
 .../output/pdfs_q2val_03.txt                  |  202 +-
 .../output/pdfs_q2val_04.txt                  |  202 +-
 .../output/pdfs_q2val_05.txt                  |  202 +-
 .../output/pdfs_q2val_06.txt                  |  202 +-
 .../output/pdfs_q2val_07.txt                  |  202 +-
 .../output/pdfs_q2val_08.txt                  |  202 +-
 .../parameters.yaml                           |   71 +-
 .../steering.txt                              |   37 +-
 .../README.txt                                |    2 -
 .../output/Results.txt                        |  205 +-
 .../output/Results_00.txt                     |   10 +
 .../output/fittedresults.txt                  |  228 +-
 .../output/minuit.out.txt                     |   63 +-
 .../output/parsout_0                          |   24 -
 .../output/parsout_1                          |   24 -
 .../output/pdf_rotate.dat                     |  200 +-
 .../output/pdf_shifts.dat                     |  200 +-
 .../output/pdf_vector_cor.dat                 |  200 +-
 .../output/pdfs_q2val_01.txt                  |  202 +-
 .../output/pdfs_q2val_02.txt                  |  202 +-
 .../output/pdfs_q2val_03.txt                  |  202 +-
 .../output/pdfs_q2val_04.txt                  |  202 +-
 .../output/pdfs_q2val_05.txt                  |  202 +-
 .../output/pdfs_q2val_06.txt                  |  202 +-
 .../output/pdfs_q2val_07.txt                  |  202 +-
 .../output/pdfs_q2val_08.txt                  |  202 +-
 .../output/proton/proton.info                 |   26 -
 .../output/proton/proton_0000.dat             | 8875 -----------------
 .../output/theo_01.dat                        |  228 +-
 .../parameters.yaml                           |   99 +-
 .../steering.txt                              |   37 +-
 src/xfitter_pars.cc                           |    2 +
 41 files changed, 3323 insertions(+), 12551 deletions(-)
 create mode 100644 examples/charmCCxFitterFONLLBProfilerLHeC/output/Results_00.txt
 delete mode 100644 examples/charmCCxFitterFONLLBProfilerLHeC/output/proton/proton.info
 delete mode 100644 examples/charmCCxFitterFONLLBProfilerLHeC/output/proton/proton_0000.dat

diff --git a/evolutions/APFEL/APFEL_Evol.cc b/evolutions/APFEL/APFEL_Evol.cc
index 0a3d23302..db01b5de1 100644
--- a/evolutions/APFEL/APFEL_Evol.cc
+++ b/evolutions/APFEL/APFEL_Evol.cc
@@ -10,7 +10,7 @@
 #include <algorithm>
 
 // Global var to hold current pdfDecomposition
-xfitter::BasePdfDecomposition *gPdfDecomp;
+xfitter::BasePdfDecomposition *gPdfDecomp = nullptr;
 
 // Global photon or not PDF
 bool gQCDevol;
@@ -18,6 +18,9 @@ bool gQCDevol;
 // wraper for APFEL PDF function:
 extern "C" void externalsetapfel_(double &x, double &Q, double *xf)
 {
+  if (gPdfDecomp == nullptr) {
+    hf_errlog(21122902,"F:APFELff PDF decomposition is not set, can not compute PDFs");
+  }
   // xf is from -6 to +6 (or +7),
   for (int i = 0; i <= 12; i++)
   {
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/README.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/README.txt
index 197329a56..6a7c6876b 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/README.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/README.txt
@@ -1,3 +1,5 @@
 Example how to get central theoretical predictions for charm CC production at LHeC in FONLL-B scheme from 1907.01014 (Figs. 1,2,3).
-chi2 is meaningless, data points provide only information on bins.
-TODO: to be updated once evolutionCopy will work for APFELff evolution (this test should fail then)
+chi2 =0, data points provide only information on bins and set to theory.
+
+The code provides also an example of how to use FONLL computation with other than APFEL (fortran) evolution as well as how to reset data to predictions.
+
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/Results.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/Results.txt
index 0275d477a..e64ba06f9 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/Results.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/Results.txt
@@ -1,11 +1,11 @@
- First iteration    125038077.43857570              979   127720.20167372390     
-After minimisation **********   979127720.202
+ First iteration    1.5876189252139739E-014         993   1.5988105994098429E-017
+After minimisation       0.00   993     0.000
 
   Partial chi2s 
-Dataset    1**********(******)   993  charm CC e-p                                    
+Dataset    1      0.00( +0.00)   993  charm CC e-p                                    
 
  Correlated Chi2    0.0000000000000000     
- Log penalty Chi2   -1374.8285643795434     
+ Log penalty Chi2    1.5876189252139739E-014
  Systematic shifts            0
   
                                 Name          Shift   +/-    Error          Type
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/fittedresults.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/fittedresults.txt
index a225b9256..37f656701 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/fittedresults.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/fittedresults.txt
@@ -2,996 +2,996 @@
           65
  charm CC e-p                                                                    
  Q2          x           y              data      +- uncor     +- tot     th orig         th mod   therr+         therr-     pull    iset       iplot
- 0.10000E+03 0.10000E-03 0.59172E+00 0.10000E+01 0.12791E-01 0.10000E-01 0.16361E+01 0.16361E+01 0.00000E+00 0.00000E+00 -.49730E+02   65 999/0.00000E+00
- 0.10000E+03 0.12200E-03 0.48416E+00 0.10000E+01 0.13192E-01 0.10000E-01 0.17402E+01 0.17402E+01 0.00000E+00 0.00000E+00 -.56114E+02   65 999/0.00000E+00
- 0.10000E+03 0.14900E-03 0.39615E+00 0.10000E+01 0.13456E-01 0.10000E-01 0.18106E+01 0.18106E+01 0.00000E+00 0.00000E+00 -.60240E+02   65 999/0.00000E+00
- 0.10000E+03 0.18300E-03 0.32414E+00 0.10000E+01 0.13580E-01 0.10000E-01 0.18441E+01 0.18441E+01 0.00000E+00 0.00000E+00 -.62161E+02   65 999/0.00000E+00
- 0.10000E+03 0.22300E-03 0.26522E+00 0.10000E+01 0.13610E-01 0.10000E-01 0.18524E+01 0.18524E+01 0.00000E+00 0.00000E+00 -.62627E+02   65 999/0.00000E+00
- 0.10000E+03 0.27300E-03 0.21701E+00 0.10000E+01 0.13537E-01 0.10000E-01 0.18324E+01 0.18324E+01 0.00000E+00 0.00000E+00 -.61491E+02   65 999/0.00000E+00
- 0.10000E+03 0.33300E-03 0.17756E+00 0.10000E+01 0.13395E-01 0.10000E-01 0.17941E+01 0.17941E+01 0.00000E+00 0.00000E+00 -.59288E+02   65 999/0.00000E+00
- 0.10000E+03 0.40700E-03 0.14529E+00 0.10000E+01 0.13187E-01 0.10000E-01 0.17388E+01 0.17388E+01 0.00000E+00 0.00000E+00 -.56030E+02   65 999/0.00000E+00
- 0.10000E+03 0.49800E-03 0.11888E+00 0.10000E+01 0.12927E-01 0.10000E-01 0.16712E+01 0.16712E+01 0.00000E+00 0.00000E+00 -.51918E+02   65 999/0.00000E+00
- 0.10000E+03 0.60800E-03 0.97269E-01 0.10000E+01 0.12635E-01 0.10000E-01 0.15965E+01 0.15965E+01 0.00000E+00 0.00000E+00 -.47209E+02   65 999/0.00000E+00
- 0.10000E+03 0.74300E-03 0.79588E-01 0.10000E+01 0.12312E-01 0.10000E-01 0.15158E+01 0.15158E+01 0.00000E+00 0.00000E+00 -.41896E+02   65 999/0.00000E+00
- 0.10000E+03 0.90900E-03 0.65121E-01 0.10000E+01 0.11964E-01 0.10000E-01 0.14314E+01 0.14314E+01 0.00000E+00 0.00000E+00 -.36057E+02   65 999/0.00000E+00
- 0.10000E+03 0.11110E-02 0.53284E-01 0.10000E+01 0.11602E-01 0.10000E-01 0.13461E+01 0.13461E+01 0.00000E+00 0.00000E+00 -.29832E+02   65 999/0.00000E+00
- 0.10000E+03 0.13570E-02 0.43598E-01 0.10000E+01 0.11230E-01 0.10000E-01 0.12612E+01 0.12612E+01 0.00000E+00 0.00000E+00 -.23256E+02   65 999/0.00000E+00
- 0.10000E+03 0.16590E-02 0.35673E-01 0.10000E+01 0.10848E-01 0.10000E-01 0.11768E+01 0.11768E+01 0.00000E+00 0.00000E+00 -.16299E+02   65 999/0.00000E+00
- 0.10000E+03 0.20270E-02 0.29189E-01 0.10000E+01 0.10462E-01 0.10000E-01 0.10945E+01 0.10945E+01 0.00000E+00 0.00000E+00 -.90365E+01   65 999/0.00000E+00
- 0.10000E+03 0.24780E-02 0.23883E-01 0.10000E+01 0.10072E-01 0.10000E-01 0.10144E+01 0.10144E+01 0.00000E+00 0.00000E+00 -.14285E+01   65 999/0.00000E+00
- 0.10000E+03 0.30280E-02 0.19542E-01 0.10000E+01 0.96808E-02 0.10000E-01 0.93717E+00 0.93717E+00 0.00000E+00 0.00000E+00 0.64902E+01   65 999/0.00000E+00
- 0.10000E+03 0.37010E-02 0.15989E-01 0.10000E+01 0.92889E-02 0.10000E-01 0.86283E+00 0.86283E+00 0.00000E+00 0.00000E+00 0.14767E+02   65 999/0.00000E+00
- 0.10000E+03 0.45230E-02 0.13083E-01 0.10000E+01 0.88976E-02 0.10000E-01 0.79168E+00 0.79168E+00 0.00000E+00 0.00000E+00 0.23414E+02   65 999/0.00000E+00
- 0.10000E+03 0.55280E-02 0.10705E-01 0.10000E+01 0.85069E-02 0.10000E-01 0.72367E+00 0.72367E+00 0.00000E+00 0.00000E+00 0.32483E+02   65 999/0.00000E+00
- 0.10000E+03 0.67560E-02 0.87590E-02 0.10000E+01 0.81171E-02 0.10000E-01 0.65887E+00 0.65887E+00 0.00000E+00 0.00000E+00 0.42026E+02   65 999/0.00000E+00
- 0.10000E+03 0.82560E-02 0.71670E-02 0.10000E+01 0.77283E-02 0.10000E-01 0.59727E+00 0.59727E+00 0.00000E+00 0.00000E+00 0.52110E+02   65 999/0.00000E+00
- 0.10000E+03 0.10091E-01 0.58640E-02 0.10000E+01 0.73395E-02 0.10000E-01 0.53869E+00 0.53869E+00 0.00000E+00 0.00000E+00 0.62854E+02   65 999/0.00000E+00
- 0.10000E+03 0.12332E-01 0.47980E-02 0.10000E+01 0.69508E-02 0.10000E-01 0.48314E+00 0.48314E+00 0.00000E+00 0.00000E+00 0.74360E+02   65 999/0.00000E+00
- 0.10000E+03 0.15072E-01 0.39260E-02 0.10000E+01 0.65611E-02 0.10000E-01 0.43048E+00 0.43048E+00 0.00000E+00 0.00000E+00 0.86802E+02   65 999/0.00000E+00
- 0.10000E+03 0.18420E-01 0.32120E-02 0.10000E+01 0.61699E-02 0.10000E-01 0.38068E+00 0.38068E+00 0.00000E+00 0.00000E+00 0.10038E+03   65 999/0.00000E+00
- 0.10000E+03 0.22512E-01 0.26280E-02 0.10000E+01 0.57763E-02 0.10000E-01 0.33366E+00 0.33366E+00 0.00000E+00 0.00000E+00 0.11536E+03   65 999/0.00000E+00
- 0.10000E+03 0.27514E-01 0.21510E-02 0.10000E+01 0.53793E-02 0.10000E-01 0.28937E+00 0.28937E+00 0.00000E+00 0.00000E+00 0.13210E+03   65 999/0.00000E+00
- 0.10000E+03 0.33626E-01 0.17600E-02 0.10000E+01 0.49782E-02 0.10000E-01 0.24783E+00 0.24783E+00 0.00000E+00 0.00000E+00 0.15109E+03   65 999/0.00000E+00
- 0.10000E+03 0.41096E-01 0.14400E-02 0.10000E+01 0.45724E-02 0.10000E-01 0.20907E+00 0.20907E+00 0.00000E+00 0.00000E+00 0.17298E+03   65 999/0.00000E+00
- 0.10000E+03 0.50226E-01 0.11780E-02 0.10000E+01 0.41613E-02 0.10000E-01 0.17316E+00 0.17316E+00 0.00000E+00 0.00000E+00 0.19870E+03   65 999/0.00000E+00
- 0.10000E+03 0.61384E-01 0.96400E-03 0.10000E+01 0.37451E-02 0.10000E-01 0.14026E+00 0.14026E+00 0.00000E+00 0.00000E+00 0.22956E+03   65 999/0.00000E+00
- 0.10000E+03 0.75021E-01 0.78900E-03 0.10000E+01 0.33246E-02 0.10000E-01 0.11053E+00 0.11053E+00 0.00000E+00 0.00000E+00 0.26755E+03   65 999/0.00000E+00
- 0.10000E+03 0.91687E-01 0.64500E-03 0.10000E+01 0.29013E-02 0.10000E-01 0.84176E-01 0.84176E-01 0.00000E+00 0.00000E+00 0.31566E+03   65 999/0.00000E+00
- 0.10000E+03 0.11206E+00 0.52800E-03 0.10000E+01 0.24783E-02 0.10000E-01 0.61418E-01 0.61418E-01 0.00000E+00 0.00000E+00 0.37873E+03   65 999/0.00000E+00
- 0.10000E+03 0.13695E+00 0.43200E-03 0.10000E+01 0.20601E-02 0.10000E-01 0.42439E-01 0.42439E-01 0.00000E+00 0.00000E+00 0.46482E+03   65 999/0.00000E+00
- 0.10000E+03 0.16737E+00 0.35400E-03 0.10000E+01 0.16534E-02 0.10000E-01 0.27336E-01 0.27336E-01 0.00000E+00 0.00000E+00 0.58829E+03   65 999/0.00000E+00
- 0.10000E+03 0.20456E+00 0.28900E-03 0.10000E+01 0.12671E-02 0.10000E-01 0.16057E-01 0.16057E-01 0.00000E+00 0.00000E+00 0.77650E+03   65 999/0.00000E+00
- 0.10000E+03 0.25000E+00 0.23700E-03 0.10000E+01 0.91265E-03 0.10000E-01 0.83292E-02 0.83292E-02 0.00000E+00 0.00000E+00 0.10866E+04   65 999/0.00000E+00
- 0.11938E+03 0.10000E-03 0.70638E+00 0.10000E+01 0.12300E-01 0.10000E-01 0.15129E+01 0.15129E+01 0.00000E+00 0.00000E+00 -.41699E+02   65 999/0.00000E+00
- 0.11938E+03 0.12200E-03 0.57798E+00 0.10000E+01 0.12786E-01 0.10000E-01 0.16348E+01 0.16348E+01 0.00000E+00 0.00000E+00 -.49646E+02   65 999/0.00000E+00
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+ 0.10000E+06 0.13695E+00 0.43207E+00 0.21751E-01 0.14748E-02 0.10000E-01 0.21751E-01 0.21751E-01 0.00000E+00 0.00000E+00 0.00000E+00   65 999/0.00000E+00
+ 0.10000E+06 0.16737E+00 0.35353E+00 0.16672E-01 0.12912E-02 0.10000E-01 0.16672E-01 0.16672E-01 0.00000E+00 0.00000E+00 0.00000E+00   65 999/0.00000E+00
+ 0.10000E+06 0.20456E+00 0.28927E+00 0.12213E-01 0.11051E-02 0.10000E-01 0.12213E-01 0.12213E-01 0.00000E+00 0.00000E+00 0.00000E+00   65 999/0.00000E+00
+ 0.10000E+06 0.25000E+00 0.23669E+00 0.88055E-02 0.93838E-03 0.10000E-01 0.88055E-02 0.88055E-02 0.00000E+00 0.00000E+00 0.00000E+00   65 999/0.00000E+00
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/minuit.out.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/minuit.out.txt
index f334fabca..c99a9a14b 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/minuit.out.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/minuit.out.txt
@@ -1,31 +1,4 @@
   MINUIT RELEASE 96.03  INITIALIZED.   DIMENSIONS 200/ 50  EPSMAC=  0.89E-15
-
- PARAMETER DEFINITIONS:
-    NO.   NAME         VALUE      STEP SIZE      LIMITS
-     1 'Adbar     '   0.16130      0.10000E-01     no limits
-     2 'Adv       '    1.0000      constant
-     3 'Ag        '    1.0000      constant
-     4 'Agp       '   0.73110E-01  0.10000E-01     no limits
-     5 'Aubar     '    0.0000      constant
-     6 'Auv       '    1.0000      constant
-     7 'Bdbar     '  -0.12730      0.40000E-02     no limits
-     8 'Bdv       '    1.0300      0.60000E-01     no limits
-     9 'Bg        '  -0.16195      0.27000         no limits
-    10 'Bgp       '  -0.38310      0.10000E-01     no limits
-    11 'Bubar     '    0.0000      constant
-    12 'Buv       '   0.81048      0.16000E-01     no limits
-    13 'Cdbar     '    9.5862       1.2345         no limits
-    14 'Cdv       '    4.8463      0.30000         no limits
-    15 'Cg        '    5.5624      0.32000         no limits
-    16 'Cgp       '    25.000      constant
-    17 'Cubar     '    7.0597      0.80000         no limits
-    18 'Cuv       '    4.8235      0.60000E-01     no limits
-    19 'DbarToS   '    1.0000      constant
-    20 'Dubar     '    1.5481       1.0000         no limits
-    21 'Duv       '    0.0000      constant
-    22 'Euv       '    9.9214      0.80000         no limits
-    23 'ZERO      '    0.0000      constant
-    24 'fs        '   0.40000      constant
  **********
  **    1 **SET STR    2.000    
  **********
@@ -35,36 +8,7 @@
  **********
  **    2 **CALL FCN    1.000    
  **********
-
- FCN=  0.1250381E+09 FROM CALl fcn  STATUS=RESET          1 CALLS        1 TOTAL
-                     EDM= unknown      STRATEGY= 2      NO ERROR MATRIX       
-
-  EXT PARAMETER               CURRENT GUESS      PHYSICAL LIMITS       
-  NO.   NAME        VALUE          ERROR       NEGATIVE      POSITIVE  
-   1   Adbar       0.16130       0.10000E-01
-   2   Adv          1.0000       constant   
-   3   Ag           1.0000       constant   
-   4   Agp         0.73110E-01   0.10000E-01
-   5   Aubar        0.0000       constant   
-   6   Auv          1.0000       constant   
-   7   Bdbar      -0.12730       0.40000E-02
-   8   Bdv          1.0300       0.60000E-01
-   9   Bg         -0.16195       0.27000    
-  10   Bgp        -0.38310       0.10000E-01
-  11   Bubar        0.0000       constant   
-  12   Buv         0.81048       0.16000E-01
-  13   Cdbar        9.5862        1.2345    
-  14   Cdv          4.8463       0.30000    
-  15   Cg           5.5624       0.32000    
-  16   Cgp          25.000       constant   
-  17   Cubar        7.0597       0.80000    
-  18   Cuv          4.8235       0.60000E-01
-  19   DbarToS      1.0000       constant   
-  20   Dubar        1.5481        1.0000    
-  21   Duv          0.0000       constant   
-  22   Euv          9.9214       0.80000    
-  23   ZERO         0.0000       constant   
-  24   fs          0.40000       constant   
+ THERE ARE CURRENTLY NO PARAMETERS DEFINED
  **********
  **    3 **CALL FCN    3.000    
  **********
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/parsout_0 b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/parsout_0
index 824319e76..e69de29bb 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/parsout_0
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/parsout_0
@@ -1,24 +0,0 @@
-    1   'Adbar'    0.161300    0.010000
-    2   'Adv'    1.000000    0.000000
-    3   'Ag'    1.000000    0.000000
-    4   'Agp'    0.073110    0.010000
-    5   'Aubar'    0.000000    0.000000
-    6   'Auv'    1.000000    0.000000
-    7   'Bdbar'   -0.127300    0.004000
-    8   'Bdv'    1.029995    0.060000
-    9   'Bg'   -0.161953    0.270000
-   10   'Bgp'   -0.383100    0.010000
-   11   'Bubar'    0.000000    0.000000
-   12   'Buv'    0.810476    0.016000
-   13   'Cdbar'    9.586246    1.234500
-   14   'Cdv'    4.846279    0.300000
-   15   'Cg'    5.562367    0.320000
-   16   'Cgp'   25.000000    0.000000
-   17   'Cubar'    7.059694    0.800000
-   18   'Cuv'    4.823512    0.060000
-   19   'DbarToS'    1.000000    0.000000
-   20   'Dubar'    1.548098    1.000000
-   21   'Duv'    0.000000    0.000000
-   22   'Euv'    9.921366    0.800000
-   23   'ZERO'    0.000000    0.000000
-   24   'fs'    0.400000    0.000000
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/parsout_1 b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/parsout_1
index 824319e76..e69de29bb 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/parsout_1
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/parsout_1
@@ -1,24 +0,0 @@
-    1   'Adbar'    0.161300    0.010000
-    2   'Adv'    1.000000    0.000000
-    3   'Ag'    1.000000    0.000000
-    4   'Agp'    0.073110    0.010000
-    5   'Aubar'    0.000000    0.000000
-    6   'Auv'    1.000000    0.000000
-    7   'Bdbar'   -0.127300    0.004000
-    8   'Bdv'    1.029995    0.060000
-    9   'Bg'   -0.161953    0.270000
-   10   'Bgp'   -0.383100    0.010000
-   11   'Bubar'    0.000000    0.000000
-   12   'Buv'    0.810476    0.016000
-   13   'Cdbar'    9.586246    1.234500
-   14   'Cdv'    4.846279    0.300000
-   15   'Cg'    5.562367    0.320000
-   16   'Cgp'   25.000000    0.000000
-   17   'Cubar'    7.059694    0.800000
-   18   'Cuv'    4.823512    0.060000
-   19   'DbarToS'    1.000000    0.000000
-   20   'Dubar'    1.548098    1.000000
-   21   'Duv'    0.000000    0.000000
-   22   'Euv'    9.921366    0.800000
-   23   'ZERO'    0.000000    0.000000
-   24   'fs'    0.400000    0.000000
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_01.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_01.txt
index 428a07e93..e9b772eef 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_01.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_01.txt
@@ -1,103 +1,103 @@
    1.89999998             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   3.31889      0.523886      0.867971      0.520709      0.867494      0.317756E-02  0.476655E-03   1.38820      0.520709      0.520497      0.346998      -.331432E-08   0.00000       0.00000      0.346998    
-  0.109648E-03   3.35406      0.518035      0.857827      0.514612      0.857304      0.342325E-02  0.523890E-03   1.37192      0.514612      0.514382      0.342921      -.326450E-08   0.00000       0.00000      0.342921    
-  0.120226E-03   3.38575      0.512273      0.847801      0.508584      0.847224      0.368946E-02  0.576473E-03   1.35581      0.508584      0.508335      0.338890      -.321435E-08   0.00000       0.00000      0.338890    
-  0.131825E-03   3.41421      0.506599      0.837890      0.502624      0.837256      0.397503E-02  0.633723E-03   1.33988      0.502624      0.502354      0.334902      -.316394E-08   0.00000       0.00000      0.334902    
-  0.144543E-03   3.43958      0.501012      0.828092      0.496730      0.827396      0.428212E-02  0.696409E-03   1.32413      0.496730      0.496438      0.330958      -.311331E-08   0.00000       0.00000      0.330958    
-  0.158489E-03   3.46195      0.495516      0.818408      0.490902      0.817642      0.461372E-02  0.765686E-03   1.30854      0.490902      0.490585      0.327057      -.306249E-08   0.00000       0.00000      0.327057    
-  0.173779E-03   3.48144      0.490111      0.808835      0.485139      0.807993      0.497198E-02  0.842313E-03   1.29313      0.485139      0.484796      0.323197      -.301151E-08   0.00000       0.00000      0.323197    
-  0.190545E-03   3.49825      0.484797      0.799373      0.479440      0.798447      0.535648E-02  0.925843E-03   1.27789      0.479440      0.479068      0.319379      -.296042E-08   0.00000       0.00000      0.319379    
-  0.208928E-03   3.51249      0.479574      0.790018      0.473804      0.789001      0.577011E-02  0.101738E-02   1.26280      0.473804      0.473401      0.315600      -.290926E-08   0.00000       0.00000      0.315600    
-  0.229085E-03   3.52422      0.474446      0.780772      0.468229      0.779653      0.621740E-02  0.111889E-02   1.24788      0.468229      0.467792      0.311861      -.285804E-08   0.00000       0.00000      0.311861    
-  0.251186E-03   3.53359      0.469414      0.771633      0.462715      0.770402      0.669946E-02  0.123056E-02   1.23312      0.462715      0.462241      0.308161      -.280681E-08   0.00000       0.00000      0.308161    
-  0.275420E-03   3.54074      0.464477      0.762598      0.457260      0.761245      0.721709E-02  0.135244E-02   1.21851      0.457260      0.456747      0.304498      -.275561E-08   0.00000       0.00000      0.304498    
-  0.301992E-03   3.54576      0.459638      0.753667      0.451864      0.752181      0.777408E-02  0.148609E-02   1.20404      0.451864      0.451308      0.300872      -.270445E-08   0.00000       0.00000      0.300872    
-  0.331127E-03   3.54871      0.454902      0.744840      0.446525      0.743205      0.837707E-02  0.163469E-02   1.18973      0.446525      0.445923      0.297282      -.265335E-08   0.00000       0.00000      0.297282    
-  0.363073E-03   3.54972      0.450268      0.736114      0.441243      0.734317      0.902557E-02  0.179742E-02   1.17556      0.441243      0.440590      0.293727      -.260236E-08   0.00000       0.00000      0.293727    
-  0.398101E-03   3.54890      0.445738      0.727489      0.436015      0.725514      0.972220E-02  0.197521E-02   1.16153      0.436015      0.435308      0.290206      -.255150E-08   0.00000       0.00000      0.290206    
-  0.436509E-03   3.54632      0.441314      0.718964      0.430842      0.716794      0.104720E-01  0.217030E-02   1.14764      0.430842      0.430076      0.286718      -.250079E-08   0.00000       0.00000      0.286718    
-  0.478622E-03   3.54204      0.437005      0.710539      0.425721      0.708152      0.112842E-01  0.238761E-02   1.13387      0.425721      0.424891      0.283261      -.245025E-08   0.00000       0.00000      0.283261    
-  0.524798E-03   3.53618      0.432807      0.702212      0.420651      0.699587      0.121563E-01  0.262472E-02   1.12024      0.420651      0.419752      0.279835      -.239990E-08   0.00000       0.00000      0.279835    
-  0.575429E-03   3.52882      0.428725      0.693981      0.415632      0.691097      0.130934E-01  0.288399E-02   1.10673      0.415632      0.414659      0.276439      -.234978E-08   0.00000       0.00000      0.276439    
-  0.630945E-03   3.52003      0.424764      0.685848      0.410662      0.682679      0.141023E-01  0.316878E-02   1.09334      0.410662      0.409607      0.273072      -.229989E-08   0.00000       0.00000      0.273072    
-  0.691816E-03   3.50983      0.420933      0.677812      0.405738      0.674326      0.151952E-01  0.348605E-02   1.08006      0.405738      0.404596      0.269730      -.225025E-08   0.00000       0.00000      0.269730    
-  0.758561E-03   3.49835      0.417228      0.669871      0.400861      0.666039      0.163672E-01  0.383137E-02   1.06690      0.400861      0.399624      0.266416      -.220089E-08   0.00000       0.00000      0.266416    
-  0.831745E-03   3.48565      0.413656      0.662024      0.396029      0.657815      0.176269E-01  0.420927E-02   1.05384      0.396029      0.394689      0.263126      -.215182E-08   0.00000       0.00000      0.263126    
-  0.911989E-03   3.47177      0.410225      0.654273      0.391239      0.649647      0.189851E-01  0.462605E-02   1.04089      0.391240      0.389788      0.259859      -.210305E-08   0.00000       0.00000      0.259859    
-  0.999975E-03   3.45674      0.406943      0.646618      0.386491      0.641531      0.204520E-01  0.508726E-02   1.02802      0.386491      0.384919      0.256612      -.205460E-08   0.00000       0.00000      0.256612    
-  0.109645E-02   3.44068      0.403808      0.639056      0.381782      0.633467      0.220256E-01  0.558983E-02   1.01525      0.381782      0.380080      0.253387      -.200649E-08   0.00000       0.00000      0.253387    
-  0.120223E-02   3.42361      0.400829      0.631589      0.377112      0.625449      0.237170E-01  0.614017E-02   1.00256      0.377112      0.375269      0.250180      -.195874E-08   0.00000       0.00000      0.250180    
-  0.131822E-02   3.40557      0.398020      0.624219      0.372478      0.617470      0.255426E-01  0.674887E-02  0.989948      0.372478      0.370482      0.246988      -.191133E-08   0.00000       0.00000      0.246988    
-  0.144540E-02   3.38659      0.395386      0.616945      0.367877      0.609526      0.275088E-01  0.741868E-02  0.977403      0.367877      0.365716      0.243811      -.186430E-08   0.00000       0.00000      0.243811    
-  0.158485E-02   3.36676      0.392928      0.609766      0.363309      0.601616      0.296186E-01  0.814930E-02  0.964925      0.363309      0.360970      0.240647      -.181766E-08   0.00000       0.00000      0.240647    
-  0.173775E-02   3.34610      0.390658      0.602683      0.358772      0.593733      0.318863E-01  0.894970E-02  0.952505      0.358772      0.356240      0.237493      -.177142E-08   0.00000       0.00000      0.237493    
-  0.190540E-02   3.32461      0.388594      0.595703      0.354260      0.585866      0.343341E-01  0.983642E-02  0.940127      0.354260      0.351520      0.234347      -.172557E-08   0.00000       0.00000      0.234347    
-  0.208923E-02   3.30235      0.386739      0.588822      0.349775      0.578015      0.369648E-01  0.108077E-01  0.927789      0.349775      0.346809      0.231206      -.168013E-08   0.00000       0.00000      0.231206    
-  0.229079E-02   3.27937      0.385101      0.582041      0.345313      0.570173      0.397878E-01  0.118680E-01  0.915486      0.345313      0.342104      0.228069      -.163511E-08   0.00000       0.00000      0.228069    
-  0.251180E-02   3.25568      0.383692      0.575364      0.340872      0.562334      0.428208E-01  0.130298E-01  0.903205      0.340872      0.337400      0.224934      -.159052E-08   0.00000       0.00000      0.224934    
-  0.275413E-02   3.23124      0.382538      0.568800      0.336445      0.554483      0.460928E-01  0.143172E-01  0.890928      0.336445      0.332690      0.221793      -.154635E-08   0.00000       0.00000      0.221793    
-  0.301984E-02   3.20615      0.381637      0.562343      0.332034      0.546621      0.496030E-01  0.157224E-01  0.878655      0.332034      0.327972      0.218648      -.150262E-08   0.00000       0.00000      0.218648    
-  0.331118E-02   3.18041      0.381004      0.555997      0.327635      0.538739      0.533686E-01  0.172572E-01  0.866375      0.327635      0.323244      0.215496      -.145933E-08   0.00000       0.00000      0.215496    
-  0.363064E-02   3.15403      0.380656      0.549767      0.323244      0.530829      0.574115E-01  0.189383E-01  0.854073      0.323244      0.318497      0.212331      -.141649E-08   0.00000       0.00000      0.212331    
-  0.398091E-02   3.12691      0.380620      0.543670      0.318854      0.522871      0.617659E-01  0.207991E-01  0.841725      0.318854      0.313723      0.209148      -.137408E-08   0.00000       0.00000      0.209148    
-  0.436498E-02   3.09920      0.380897      0.537695      0.314466      0.514869      0.664308E-01  0.228252E-01  0.829335      0.314466      0.308922      0.205948      -.133212E-08   0.00000       0.00000      0.205948    
-  0.478610E-02   3.07085      0.381507      0.531849      0.310076      0.506811      0.714315E-01  0.250380E-01  0.816886      0.310076      0.304086      0.202724      -.129060E-08   0.00000       0.00000      0.202724    
-  0.524785E-02   3.04182      0.382472      0.526145      0.305676      0.498681      0.767960E-01  0.274636E-01  0.804358      0.305676      0.299209      0.199473      -.124954E-08   0.00000       0.00000      0.199473    
-  0.575415E-02   3.01206      0.383815      0.520596      0.301262      0.490466      0.825531E-01  0.301302E-01  0.791728      0.301262      0.294280      0.196186      -.120891E-08   0.00000       0.00000      0.196186    
-  0.630929E-02   2.98164      0.385548      0.515198      0.296831      0.482161      0.887166E-01  0.330363E-01  0.778992      0.296831      0.289297      0.192865      -.116874E-08   0.00000       0.00000      0.192865    
-  0.691799E-02   2.95051      0.387694      0.509962      0.292379      0.473752      0.953152E-01  0.362096E-01  0.766131      0.292379      0.284251      0.189501      -.112900E-08   0.00000       0.00000      0.189501    
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+  0.831682      -.949617E-02  0.140980E-01  0.748724E-03  -.234944E-02  0.188380E-02  0.164474E-01  -.113507E-02  -.465639E-03  -.247600E-02  0.248406E-02  0.837114E-03  0.126567E-03  0.518146E-11   0.00000      -.600262E-03
+  0.911920      -.638259E-02  0.354124E-02  -.101609E-03  -.115456E-02  0.245714E-03  0.469580E-02  -.347323E-03  -.908849E-03  -.117176E-02  0.602117E-03  0.249511E-03  0.171986E-04  0.234249E-11   0.00000      -.356403E-03
+  0.999900      -.633854E-05  0.479783E-06  0.426857E-06  -.288169E-06  -.245179E-07  0.767952E-06  0.451375E-06  -.312687E-06  -.288628E-06  -.180802E-06  0.135473E-07  0.458417E-09  -.757834E-15   0.00000      0.156284E-06
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_02.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_02.txt
index 739d245a5..57adbab90 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_02.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_02.txt
@@ -1,103 +1,103 @@
    3.00000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   6.93996      0.780162       1.11991      0.776238       1.11917      0.392411E-02  0.744702E-03   1.89541      0.645624      0.645373      0.473795      0.130614       0.00000       0.00000      0.473795    
-  0.109648E-03   6.90143      0.769782       1.10525      0.765564       1.10443      0.421792E-02  0.811622E-03   1.87000      0.637267      0.636995      0.467439      0.128297       0.00000       0.00000      0.467439    
-  0.120226E-03   6.86000      0.759498       1.09070      0.754963       1.08981      0.453533E-02  0.885393E-03   1.84478      0.628981      0.628686      0.461128      0.125982       0.00000       0.00000      0.461128    
-  0.131825E-03   6.81595      0.749314       1.07628      0.744438       1.07531      0.487516E-02  0.965290E-03   1.81975      0.620766      0.620447      0.454866      0.123672       0.00000       0.00000      0.454866    
-  0.144543E-03   6.76942      0.739232       1.06198      0.733992       1.06093      0.523982E-02  0.105222E-02   1.79492      0.612623      0.612278      0.448652      0.121369       0.00000       0.00000      0.448652    
-  0.158489E-03   6.72051      0.729257       1.04781      0.723624       1.04667      0.563254E-02  0.114752E-02   1.77029      0.604551      0.604178      0.442487      0.119073       0.00000       0.00000      0.442487    
-  0.173779E-03   6.66936      0.719391       1.03377      0.713335       1.03252      0.605569E-02  0.125208E-02   1.74585      0.596551      0.596146      0.436371      0.116784       0.00000       0.00000      0.436371    
-  0.190545E-03   6.61617      0.709637       1.01985      0.703128       1.01849      0.650894E-02  0.136546E-02   1.72162      0.588623      0.588185      0.430304      0.114506       0.00000       0.00000      0.430304    
-  0.208928E-03   6.56105      0.699999       1.00607      0.693004       1.00458      0.699543E-02  0.148895E-02   1.69758      0.580767      0.580293      0.424287      0.112237       0.00000       0.00000      0.424287    
-  0.229085E-03   6.50408      0.690482      0.992412      0.682962      0.990788      0.752002E-02  0.162476E-02   1.67375      0.572982      0.572469      0.418319      0.109980       0.00000       0.00000      0.418319    
-  0.251186E-03   6.44541      0.681087      0.978886      0.673003      0.977113      0.808399E-02  0.177316E-02   1.65012      0.565268      0.564713      0.412401      0.107735       0.00000       0.00000      0.412401    
-  0.275420E-03   6.38519      0.671818      0.965492      0.663129      0.963557      0.868833E-02  0.193428E-02   1.62669      0.557626      0.557025      0.406532      0.105504       0.00000       0.00000      0.406532    
-  0.301992E-03   6.32351      0.662678      0.952228      0.653341      0.950118      0.933710E-02  0.210991E-02   1.60346      0.550055      0.549405      0.400714      0.103286       0.00000       0.00000      0.400714    
-  0.331127E-03   6.26042      0.653674      0.939097      0.643637      0.936794      0.100373E-01  0.230354E-02   1.58043      0.542554      0.541850      0.394944      0.101083       0.00000       0.00000      0.394944    
-  0.363073E-03   6.19608      0.644807      0.926099      0.634019      0.923584      0.107887E-01  0.251441E-02   1.55760      0.535123      0.534362      0.389223      0.988955E-01   0.00000       0.00000      0.389223    
-  0.398101E-03   6.13059      0.636081      0.913233      0.624487      0.910490      0.115941E-01  0.274360E-02   1.53498      0.527762      0.526939      0.383551      0.967244E-01   0.00000       0.00000      0.383551    
-  0.436509E-03   6.06404      0.627500      0.900501      0.615041      0.897508      0.124589E-01  0.299364E-02   1.51255      0.520471      0.519580      0.377928      0.945702E-01   0.00000       0.00000      0.377928    
-  0.478622E-03   5.99645      0.619073      0.887904      0.605680      0.884634      0.133927E-01  0.326981E-02   1.49031      0.513247      0.512283      0.372351      0.924331E-01   0.00000       0.00000      0.372351    
-  0.524798E-03   5.92798      0.610798      0.875440      0.596405      0.871871      0.143932E-01  0.356973E-02   1.46828      0.506091      0.505048      0.366822      0.903142E-01   0.00000       0.00000      0.366822    
-  0.575429E-03   5.85870      0.602682      0.863111      0.587216      0.859215      0.154659E-01  0.389604E-02   1.44643      0.499002      0.497875      0.361341      0.882141E-01   0.00000       0.00000      0.361341    
-  0.630945E-03   5.78867      0.594731      0.850918      0.578113      0.846665      0.166179E-01  0.425238E-02   1.42478      0.491980      0.490761      0.355905      0.861331E-01   0.00000       0.00000      0.355905    
-  0.691816E-03   5.71791      0.586954      0.838861      0.569092      0.834215      0.178617E-01  0.464616E-02   1.40331      0.485021      0.483702      0.350513      0.840714E-01   0.00000       0.00000      0.350513    
-  0.758561E-03   5.64657      0.579349      0.826939      0.560156      0.821866      0.191928E-01  0.507300E-02   1.38202      0.478127      0.476701      0.345165      0.820298E-01   0.00000       0.00000      0.345165    
-  0.831745E-03   5.57468      0.571925      0.815154      0.551305      0.809616      0.206201E-01  0.553780E-02   1.36092      0.471296      0.469755      0.339861      0.800088E-01   0.00000       0.00000      0.339861    
-  0.911989E-03   5.50230      0.564690      0.803507      0.542535      0.797460      0.221549E-01  0.604720E-02   1.33999      0.464526      0.462861      0.334599      0.780086E-01   0.00000       0.00000      0.334599    
-  0.999975E-03   5.42946      0.557652      0.791999      0.533845      0.785392      0.238073E-01  0.660710E-02   1.31924      0.457816      0.456015      0.329376      0.760292E-01   0.00000       0.00000      0.329376    
-  0.109645E-02   5.35625      0.550813      0.780628      0.525237      0.773413      0.255762E-01  0.721472E-02   1.29865      0.451165      0.449220      0.324194      0.740716E-01   0.00000       0.00000      0.324194    
-  0.120223E-02   5.28273      0.544181      0.769396      0.516708      0.761520      0.274729E-01  0.787682E-02   1.27823      0.444572      0.442470      0.319049      0.721357E-01   0.00000       0.00000      0.319049    
-  0.131822E-02   5.20889      0.537769      0.758307      0.508256      0.749703      0.295136E-01  0.860430E-02   1.25796      0.438034      0.435762      0.313940      0.702217E-01   0.00000       0.00000      0.313940    
-  0.144540E-02   5.13480      0.531584      0.747360      0.499879      0.737960      0.317055E-01  0.940031E-02   1.23784      0.431549      0.429095      0.308865      0.683298E-01   0.00000       0.00000      0.308865    
-  0.158485E-02   5.06052      0.525629      0.736554      0.491577      0.726289      0.340521E-01  0.102650E-01   1.21787      0.425117      0.422466      0.303823      0.664605E-01   0.00000       0.00000      0.303823    
-  0.173775E-02   4.98608      0.519916      0.725892      0.483348      0.714684      0.365678E-01  0.112077E-01   1.19803      0.418735      0.415872      0.298812      0.646138E-01   0.00000       0.00000      0.298812    
-  0.190540E-02   4.91146      0.514462      0.715380      0.475188      0.703135      0.392744E-01  0.122449E-01   1.17832      0.412398      0.409307      0.293828      0.627897E-01   0.00000       0.00000      0.293828    
-  0.208923E-02   4.83674      0.509271      0.705015      0.467096      0.691639      0.421755E-01  0.133756E-01   1.15873      0.406107      0.402770      0.288870      0.609884E-01   0.00000       0.00000      0.288870    
-  0.229079E-02   4.76195      0.504351      0.694798      0.459070      0.680193      0.452811E-01  0.146049E-01   1.13926      0.399860      0.396258      0.283936      0.592101E-01   0.00000       0.00000      0.283936    
-  0.251180E-02   4.68710      0.499716      0.684734      0.451108      0.668789      0.486088E-01  0.159451E-01   1.11990      0.393653      0.389766      0.279023      0.574549E-01   0.00000       0.00000      0.279023    
-  0.275413E-02   4.61216      0.495388      0.674831      0.443202      0.657411      0.521859E-01  0.174201E-01   1.10061      0.387480      0.383285      0.274125      0.557224E-01   0.00000       0.00000      0.274125    
-  0.301984E-02   4.53721      0.491369      0.665084      0.435355      0.646061      0.560138E-01  0.190236E-01   1.08142      0.381342      0.376817      0.269244      0.540131E-01   0.00000       0.00000      0.269244    
-  0.331118E-02   4.46225      0.487672      0.655498      0.427562      0.634730      0.601096E-01  0.207674E-01   1.06229      0.375236      0.370356      0.264374      0.523268E-01   0.00000       0.00000      0.264374    
-  0.363064E-02   4.38728      0.484315      0.646077      0.419820      0.623409      0.644946E-01  0.226682E-01   1.04323      0.369157      0.363896      0.259513      0.506635E-01   0.00000       0.00000      0.259513    
-  0.398091E-02   4.31224      0.481320      0.636837      0.412120      0.612079      0.692000E-01  0.247578E-01   1.02420      0.363097      0.357426      0.254653      0.490229E-01   0.00000       0.00000      0.254653    
-  0.436498E-02   4.23721      0.478692      0.627767      0.404464      0.600743      0.742283E-01  0.270246E-01   1.00521      0.357059      0.350948      0.249795      0.474053E-01   0.00000       0.00000      0.249795    
-  0.478610E-02   4.16219      0.476450      0.618877      0.396847      0.589388      0.796034E-01  0.294896E-01  0.986234      0.351036      0.344454      0.244934      0.458104E-01   0.00000       0.00000      0.244934    
-  0.524785E-02   4.08711      0.474612      0.610177      0.389262      0.578000      0.853509E-01  0.321772E-01  0.967261      0.345023      0.337936      0.240064      0.442380E-01   0.00000       0.00000      0.240064    
-  0.575415E-02   4.01195      0.473199      0.601679      0.381702      0.566565      0.914971E-01  0.351141E-01  0.948267      0.339014      0.331385      0.235180      0.426881E-01   0.00000       0.00000      0.235180    
-  0.630929E-02   3.93675      0.472226      0.593380      0.374166      0.555077      0.980600E-01  0.383027E-01  0.929243      0.333006      0.324798      0.230279      0.411604E-01   0.00000       0.00000      0.230279    
-  0.691799E-02   3.86147      0.471714      0.585290      0.366649      0.543521      0.105066      0.417689E-01  0.910170      0.326994      0.318166      0.225355      0.396547E-01   0.00000       0.00000      0.225355    
-  0.758542E-02   3.78604      0.471681      0.577425      0.359141      0.531883      0.112540      0.455421E-01  0.891024      0.320970      0.311480      0.220403      0.381709E-01   0.00000       0.00000      0.220403    
-  0.831724E-02   3.71044      0.472146      0.569795      0.351637      0.520150      0.120510      0.496453E-01  0.871786      0.314928      0.304733      0.215417      0.367087E-01   0.00000       0.00000      0.215417    
-  0.911966E-02   3.63464      0.473130      0.562405      0.344131      0.508307      0.128999      0.540975E-01  0.852438      0.308863      0.297916      0.210391      0.352681E-01   0.00000       0.00000      0.210391    
-  0.999950E-02   3.55858      0.474652      0.555269      0.336617      0.496342      0.138036      0.589279E-01  0.832958      0.302768      0.291021      0.205321      0.338487E-01   0.00000       0.00000      0.205321    
-  0.109642E-01   3.48219      0.476729      0.548404      0.329085      0.484238      0.147643      0.641661E-01  0.813323      0.296635      0.284038      0.200199      0.324505E-01   0.00000       0.00000      0.200199    
-  0.120220E-01   3.40542      0.479382      0.541820      0.321530      0.471980      0.157851      0.698399E-01  0.793510      0.290457      0.276960      0.195020      0.310732E-01   0.00000       0.00000      0.195020    
-  0.131819E-01   3.32819      0.482626      0.535534      0.313943      0.459555      0.168683      0.759784E-01  0.773498      0.284226      0.269777      0.189779      0.297167E-01   0.00000       0.00000      0.189779    
-  0.144536E-01   3.25044      0.486482      0.529559      0.306315      0.446947      0.180167      0.826129E-01  0.753262      0.277934      0.262479      0.184467      0.283809E-01   0.00000       0.00000      0.184467    
-  0.158481E-01   3.17207      0.490961      0.523913      0.298639      0.434141      0.192323      0.897722E-01  0.732780      0.271573      0.255060      0.179081      0.270656E-01   0.00000       0.00000      0.179081    
-  0.173770E-01   3.09301      0.496081      0.518612      0.290905      0.421123      0.205177      0.974898E-01  0.712027      0.265134      0.247508      0.173614      0.257708E-01   0.00000       0.00000      0.173614    
-  0.190535E-01   3.01314      0.501847      0.513672      0.283105      0.407881      0.218742      0.105791      0.690985      0.258608      0.239818      0.168062      0.244967E-01   0.00000       0.00000      0.168062    
-  0.208917E-01   2.93238      0.508272      0.509110      0.275229      0.394399      0.233043      0.114711      0.669629      0.251986      0.231981      0.162418      0.232431E-01   0.00000       0.00000      0.162418    
-  0.229073E-01   2.85061      0.515352      0.504940      0.267270      0.380673      0.248082      0.124267      0.647943      0.245260      0.223993      0.156681      0.220104E-01   0.00000       0.00000      0.156681    
-  0.251174E-01   2.76773      0.523097      0.501181      0.259217      0.366687      0.263880      0.134494      0.625904      0.238418      0.215844      0.150843      0.207987E-01   0.00000       0.00000      0.150843    
-  0.275406E-01   2.68362      0.531488      0.497838      0.251063      0.352443      0.280425      0.145395      0.603506      0.231454      0.207536      0.144907      0.196086E-01   0.00000       0.00000      0.144907    
-  0.301976E-01   2.59818      0.540525      0.494929      0.242798      0.337929      0.297727      0.157000      0.580727      0.224357      0.199062      0.138867      0.184404E-01   0.00000       0.00000      0.138867    
-  0.331110E-01   2.51131      0.550179      0.492452      0.234415      0.323153      0.315764      0.169298      0.557569      0.217120      0.190426      0.132727      0.172949E-01   0.00000       0.00000      0.132727    
-  0.363055E-01   2.42289      0.560433      0.490414      0.225907      0.308115      0.334526      0.182299      0.534022      0.209734      0.181629      0.126487      0.161727E-01   0.00000       0.00000      0.126487    
-  0.398081E-01   2.33286      0.571244      0.488804      0.217268      0.292829      0.353977      0.195975      0.510097      0.202193      0.172677      0.120152      0.150750E-01   0.00000       0.00000      0.120152    
-  0.436487E-01   2.24113      0.582574      0.487609      0.208492      0.277309      0.374083      0.210301      0.485801      0.194489      0.163580      0.113729      0.140028E-01   0.00000       0.00000      0.113729    
-  0.478598E-01   2.14765      0.594368      0.486804      0.199576      0.261577      0.394792      0.225227      0.461153      0.186619      0.154351      0.107227      0.129574E-01   0.00000       0.00000      0.107227    
-  0.524772E-01   2.05240      0.606561      0.486343      0.190520      0.245667      0.416041      0.240676      0.436187      0.178579      0.145008      0.100659      0.119404E-01   0.00000       0.00000      0.100659    
-  0.575400E-01   1.95538      0.619082      0.486183      0.181322      0.229613      0.437760      0.256570      0.410935      0.170368      0.135574      0.940391E-01  0.109534E-01   0.00000       0.00000      0.940391E-01
-  0.630913E-01   1.85666      0.631837      0.486227      0.171988      0.213470      0.459849      0.272757      0.385458      0.161990      0.126080      0.873903E-01  0.999817E-02   0.00000       0.00000      0.873903E-01
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+  0.630897      0.300197E-01  0.128335      0.108799E-01  0.101602E-02  0.245642E-03  0.127319      0.106343E-01  0.126166E-02  -.227541E-02  0.387229E-02  0.216522E-02  0.329143E-02  0.101415E-10   0.00000      -.362664E-02
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+  0.911920      -.520647E-02  0.334798E-02  -.591639E-04  -.110882E-02  0.227498E-03  0.445680E-02  -.286661E-03  -.881324E-03  -.112611E-02  0.544665E-03  0.234892E-03  0.172888E-04  0.124668E-11   0.00000      -.317167E-03
+  0.999900      -.920774E-05  0.658327E-06  0.624374E-06  -.405681E-06  -.211504E-07  0.106401E-05  0.645524E-06  -.426831E-06  -.406450E-06  -.262904E-06  0.175888E-07  0.768800E-09  -.826571E-15   0.00000      0.241754E-06
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_03.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_03.txt
index 280bf1b2a..7a5a83a22 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_03.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_03.txt
@@ -1,103 +1,103 @@
    4.00000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   9.50115      0.959563       1.29688      0.955190       1.29597      0.437229E-02  0.909168E-03   2.25116      0.733514      0.733239      0.562732      0.221676       0.00000       0.00000      0.562732    
-  0.109648E-03   9.40115      0.945374       1.27841      0.940680       1.27742      0.469456E-02  0.987944E-03   2.21810      0.723255      0.722958      0.554461      0.217425       0.00000       0.00000      0.554461    
-  0.120226E-03   9.29905      0.931317       1.26009      0.926275       1.25901      0.504220E-02  0.107445E-02   2.18529      0.713082      0.712760      0.546253      0.213193       0.00000       0.00000      0.546253    
-  0.131825E-03   9.19513      0.917396       1.24193      0.911982       1.24076      0.541405E-02  0.116795E-02   2.15274      0.702998      0.702650      0.538110      0.208984       0.00000       0.00000      0.538110    
-  0.144543E-03   9.08954      0.903615       1.22393      0.897802       1.22266      0.581264E-02  0.126942E-02   2.12046      0.693004      0.692626      0.530034      0.204799       0.00000       0.00000      0.530034    
-  0.158489E-03   8.98237      0.889979       1.20609      0.883737       1.20471      0.624134E-02  0.138030E-02   2.08845      0.683098      0.682689      0.522024      0.200640       0.00000       0.00000      0.522024    
-  0.173779E-03   8.87375      0.876491       1.18842      0.869789       1.18692      0.670264E-02  0.150156E-02   2.05671      0.673281      0.672839      0.514080      0.196507       0.00000       0.00000      0.514080    
-  0.190545E-03   8.76390      0.863156       1.17092      0.855960       1.16928      0.719627E-02  0.163278E-02   2.02524      0.663556      0.663078      0.506206      0.192404       0.00000       0.00000      0.506206    
-  0.208928E-03   8.65293      0.849978       1.15358      0.842253       1.15180      0.772551E-02  0.177532E-02   1.99406      0.653922      0.653405      0.498400      0.188331       0.00000       0.00000      0.498400    
-  0.229085E-03   8.54090      0.836962       1.13641      0.828667       1.13448      0.829539E-02  0.193154E-02   1.96315      0.644378      0.643818      0.490663      0.184289       0.00000       0.00000      0.490663    
-  0.251186E-03   8.42797      0.824112       1.11942      0.815205       1.11731      0.890731E-02  0.210178E-02   1.93252      0.634925      0.634320      0.482995      0.180280       0.00000       0.00000      0.482995    
-  0.275420E-03   8.31429      0.811431       1.10259      0.801868       1.10031      0.956233E-02  0.228619E-02   1.90217      0.625563      0.624909      0.475397      0.176305       0.00000       0.00000      0.475397    
-  0.301992E-03   8.19994      0.798923       1.08594      0.788659       1.08345      0.102647E-01  0.248671E-02   1.87211      0.616293      0.615586      0.467869      0.172365       0.00000       0.00000      0.467869    
-  0.331127E-03   8.08497      0.786596       1.06947      0.775574       1.06676      0.110216E-01  0.270699E-02   1.84233      0.607113      0.606348      0.460410      0.168461       0.00000       0.00000      0.460410    
-  0.363073E-03   7.96954      0.774450       1.05316      0.762618       1.05022      0.118329E-01  0.294630E-02   1.81284      0.598024      0.597197      0.453021      0.164594       0.00000       0.00000      0.453021    
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+  0.524772E-01   2.30014      0.566326      0.497051      0.177665      0.289168      0.388661      0.207884      0.466833      0.174133      0.210671      0.792604E-01  0.353201E-02  0.443751E-10   0.00000      0.784970E-01
+  0.575400E-01   2.19905      0.576687      0.493019      0.169268      0.275788      0.407419      0.217231      0.445056      0.166498      0.204101      0.732947E-01  0.276921E-02  0.102740E-09   0.00000      0.716870E-01
+  0.630913E-01   2.09152      0.586895      0.489397      0.160323      0.262817      0.426572      0.226580      0.423140      0.158527      0.197067      0.683500E-01  0.179574E-02  0.209980E-09   0.00000      0.657492E-01
+  0.691782E-01   1.97630      0.597165      0.485792      0.151062      0.250051      0.446103      0.235741      0.401113      0.150270      0.189756      0.639776E-01  0.791736E-03  0.261187E-09   0.00000      0.602958E-01
+  0.758523E-01   1.85119      0.607508      0.482155      0.141489      0.237532      0.466019      0.244622      0.379022      0.141751      0.182270      0.601362E-01  -.261443E-03  0.205264E-09   0.00000      0.552622E-01
+  0.831703E-01   1.71904      0.617953      0.478466      0.131651      0.225158      0.486303      0.253309      0.356808      0.132944      0.174502      0.567847E-01  -.129335E-02  0.907374E-10   0.00000      0.506554E-01
+  0.911943E-01   1.58467      0.628722      0.474432      0.121781      0.212568      0.506941      0.261864      0.334350      0.123782      0.166281      0.535966E-01  -.200051E-02  -.573160E-10   0.00000      0.462871E-01
+  0.999925E-01   1.44747      0.639903      0.469882      0.111813      0.199716      0.528091      0.270166      0.311529      0.114099      0.157367      0.507015E-01  -.228604E-02  -.207987E-09   0.00000      0.423490E-01
+  0.109639       1.31835      0.650856      0.464990      0.101599      0.186944      0.549257      0.278046      0.288543      0.104294      0.147989      0.479775E-01  -.269475E-02  0.109992E-09   0.00000      0.389556E-01
+  0.120217       1.19257      0.661430      0.459015      0.914170E-01  0.173785      0.570013      0.285230      0.265202      0.944054E-01  0.138033      0.451718E-01  -.298845E-02  0.685404E-11   0.00000      0.357525E-01
+  0.131815       1.06983      0.671435      0.451238      0.815042E-01  0.159880      0.589930      0.291358      0.241385      0.845042E-01  0.127389      0.421197E-01  -.300000E-02  -.524033E-10   0.00000      0.324917E-01
+  0.144533      0.958078      0.680228      0.441177      0.721002E-01  0.145118      0.608128      0.296059      0.217218      0.748950E-01  0.115956      0.388164E-01  -.279486E-02  0.521645E-09   0.00000      0.291618E-01
+  0.158477      0.859521      0.687109      0.428752      0.633638E-01  0.129798      0.623745      0.298954      0.193162      0.658087E-01  0.103677      0.352876E-01  -.244481E-02  0.799459E-10   0.00000      0.261209E-01
+  0.173766      0.764303      0.691080      0.413765      0.553887E-01  0.114060      0.635691      0.299706      0.169448      0.574271E-01  0.907088E-01  0.316437E-01  -.203843E-02  0.607688E-11   0.00000      0.233507E-01
+  0.190530      0.672631      0.690879      0.396100      0.479066E-01  0.975392E-01  0.642972      0.298561      0.145446      0.495384E-01  0.771661E-01  0.278962E-01  -.163182E-02  0.273659E-10   0.00000      0.203731E-01
+  0.208912      0.586183      0.685555      0.375555      0.411824E-01  0.812270E-01  0.644372      0.294328      0.122409      0.422539E-01  0.636289E-01  0.241079E-01  -.107151E-02  0.110447E-10   0.00000      0.175981E-01
+  0.229067      0.503274      0.674636      0.353122      0.348321E-01  0.657318E-01  0.639804      0.287390      0.100564      0.353895E-01  0.502346E-01  0.203931E-01  -.557395E-03  -.246930E-11   0.00000      0.154972E-01
+  0.251167      0.424973      0.657541      0.328080      0.290275E-01  0.512482E-01  0.628513      0.276832      0.802758E-01  0.290041E-01  0.375512E-01  0.167648E-01  0.234567E-04  0.363438E-09   0.00000      0.136970E-01
+  0.275399      0.352024      0.633042      0.299802      0.240373E-01  0.377647E-01  0.609005      0.262037      0.618020E-01  0.231447E-01  0.260831E-01  0.132812E-01  0.892612E-03  0.180469E-09   0.00000      0.116816E-01
+  0.301969      0.286451      0.600702      0.268349      0.193610E-01  0.266978E-01  0.581341      0.241651      0.460588E-01  0.172849E-01  0.167898E-01  0.102939E-01  0.207607E-02  0.439166E-10   0.00000      0.990799E-02
+  0.331102      0.232331      0.559544      0.235557      0.158980E-01  0.175314E-01  0.543646      0.218026      0.334294E-01  0.125937E-01  0.869603E-02  0.784186E-02  0.330435E-02  0.224033E-09   0.00000      0.883538E-02
+  0.363046      0.187313      0.511170      0.195920      0.128653E-01  0.106824E-01  0.498305      0.185237      0.235477E-01  0.830429E-02  0.516051E-02  0.553660E-02  0.456100E-02  -.157002E-09   0.00000      0.552194E-02
+  0.398071      0.155885      0.452548      0.155045      0.115987E-01  0.662044E-02  0.440950      0.148425      0.182191E-01  0.627318E-02  0.456907E-02  0.386459E-02  0.532553E-02  0.509518E-10   0.00000      0.205136E-02
+  0.436476      0.121449      0.385499      0.116241      0.111882E-01  0.485215E-02  0.374311      0.111389      0.160404E-01  0.537759E-02  0.508974E-02  0.305366E-02  0.581065E-02  -.114508E-09   0.00000      -.237588E-03
+  0.478586      0.102785      0.311935      0.805168E-01  0.124211E-01  -.993836E-03  0.299514      0.815107E-01  0.114272E-01  0.675230E-02  0.352809E-02  0.259869E-02  0.566878E-02  -.519218E-11   0.00000      -.452192E-02
+  0.524759      0.736502E-01  0.244956      0.474631E-01  0.705256E-02  -.241401E-03  0.237904      0.477045E-01  0.681115E-02  0.107401E-02  0.492260E-02  0.270932E-02  0.597855E-02  -.115575E-10   0.00000      -.516400E-02
+  0.575386      0.472020E-01  0.178191      0.240982E-01  0.353209E-02  -.908280E-03  0.174659      0.250065E-01  0.262381E-02  -.956133E-03  0.400257E-02  0.246369E-02  0.448822E-02  0.187281E-10   0.00000      -.491085E-02
+  0.630897      0.239652E-01  0.118128      0.989743E-02  0.708265E-03  0.422203E-03  0.117419      0.947523E-02  0.113047E-02  -.230919E-02  0.375090E-02  0.201162E-02  0.301745E-02  -.218590E-10   0.00000      -.332870E-02
+  0.691764      0.738806E-02  0.680201E-01  0.434986E-02  -.309587E-02  0.345634E-02  0.711160E-01  0.893513E-03  0.360479E-03  -.474118E-02  0.540268E-02  0.128463E-02  0.164531E-02  0.791979E-11   0.00000      -.194634E-02
+  0.758504      -.400369E-02  0.321849E-01  0.254689E-02  -.346352E-02  0.430685E-02  0.356484E-01  -.175996E-02  0.843329E-03  -.383823E-02  0.471723E-02  0.133077E-02  0.374709E-03  -.193326E-11   0.00000      -.410378E-03
+  0.831682      -.729066E-02  0.121984E-01  0.589763E-03  -.212675E-02  0.163114E-02  0.143251E-01  -.104138E-02  -.495607E-03  -.222641E-02  0.217829E-02  0.734816E-03  0.996622E-04  -.539712E-11   0.00000      -.547150E-03
+  0.911920      -.398720E-02  0.291751E-02  -.329348E-04  -.975819E-03  0.193030E-03  0.389333E-02  -.225965E-03  -.782788E-03  -.991380E-03  0.461248E-03  0.204254E-03  0.155616E-04  0.112025E-12   0.00000      -.268217E-03
+  0.999900      -.611677E-05  0.532670E-06  0.521745E-06  -.331475E-06  -.110835E-07  0.864146E-06  0.532828E-06  -.342559E-06  -.332524E-06  -.218421E-06  0.141457E-07  0.104867E-08  -.328734E-15   0.00000      0.207337E-06
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_04.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_04.txt
index 22e6be81e..6d4a4cd78 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_04.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_04.txt
@@ -1,103 +1,103 @@
    5.00000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   11.6105       1.10660       1.44216       1.10189       1.44112      0.470940E-02  0.103443E-02   2.54301      0.805723      0.805429      0.635692      0.296163       0.00000       0.00000      0.635692    
-  0.109648E-03   11.4554       1.08900       1.42027       1.08395       1.41915      0.505286E-02  0.112214E-02   2.50310      0.793760      0.793443      0.625709      0.290186       0.00000       0.00000      0.625709    
-  0.120226E-03   11.2991       1.07157       1.39859       1.06615       1.39737      0.542301E-02  0.121824E-02   2.46352      0.781904      0.781560      0.615809      0.284248       0.00000       0.00000      0.615809    
-  0.131825E-03   11.1418       1.05433       1.37710       1.04851       1.37578      0.581870E-02  0.132196E-02   2.42429      0.770157      0.769785      0.605995      0.278355       0.00000       0.00000      0.605995    
-  0.144543E-03   10.9837       1.03727       1.35582       1.03103       1.35439      0.624252E-02  0.143436E-02   2.38541      0.758520      0.758118      0.596269      0.272507       0.00000       0.00000      0.596269    
-  0.158489E-03   10.8249       1.02040       1.33475       1.01370       1.33319      0.669796E-02  0.155694E-02   2.34689      0.746994      0.746559      0.586630      0.266707       0.00000       0.00000      0.586630    
-  0.173779E-03   10.6654       1.00372       1.31388      0.996532       1.31219      0.718760E-02  0.169073E-02   2.30872      0.735578      0.735107      0.577080      0.260955       0.00000       0.00000      0.577080    
-  0.190545E-03   10.5056      0.987240       1.29322      0.979529       1.29139      0.771121E-02  0.183531E-02   2.27091      0.724275      0.723766      0.567619      0.255254       0.00000       0.00000      0.567619    
-  0.208928E-03   10.3455      0.970962       1.27278      0.962690       1.27078      0.827215E-02  0.199212E-02   2.23347      0.713084      0.712534      0.558250      0.249606       0.00000       0.00000      0.558250    
-  0.229085E-03   10.1852      0.954892       1.25254      0.946016       1.25038      0.887561E-02  0.216361E-02   2.19640      0.702005      0.701410      0.548970      0.244011       0.00000       0.00000      0.548970    
-  0.251186E-03   10.0248      0.939033       1.23253      0.929510       1.23018      0.952302E-02  0.235016E-02   2.15969      0.691039      0.690396      0.539781      0.238471       0.00000       0.00000      0.539781    
-  0.275420E-03   9.86448      0.923389       1.21273      0.913174       1.21018      0.102156E-01  0.255198E-02   2.12335      0.680186      0.679491      0.530685      0.232988       0.00000       0.00000      0.530685    
-  0.301992E-03   9.70431      0.907966       1.19315      0.897009       1.19038      0.109576E-01  0.277107E-02   2.08738      0.669447      0.668696      0.521681      0.227562       0.00000       0.00000      0.521681    
-  0.331127E-03   9.54433      0.892769       1.17379      0.881013       1.17077      0.117564E-01  0.301120E-02   2.05179      0.658819      0.658007      0.512767      0.222194       0.00000       0.00000      0.512767    
-  0.363073E-03   9.38468      0.877801       1.15464      0.865189       1.15137      0.126120E-01  0.327169E-02   2.01656      0.648304      0.647427      0.503945      0.216886       0.00000       0.00000      0.503945    
-  0.398101E-03   9.22548      0.863067       1.13572      0.849540       1.13217      0.135273E-01  0.355379E-02   1.98171      0.637901      0.636954      0.495215      0.211638       0.00000       0.00000      0.495215    
-  0.436509E-03   9.06677      0.848571       1.11702      0.834063       1.11316      0.145081E-01  0.386024E-02   1.94723      0.627611      0.626588      0.486576      0.206452       0.00000       0.00000      0.486576    
-  0.478622E-03   8.90859      0.834321       1.09855      0.818757       1.09435      0.155644E-01  0.419671E-02   1.91311      0.617430      0.616325      0.478027      0.201327       0.00000       0.00000      0.478027    
-  0.524798E-03   8.75108      0.820319       1.08030      0.803625       1.07574      0.166941E-01  0.456085E-02   1.87936      0.607360      0.606167      0.469569      0.196265       0.00000       0.00000      0.469569    
-  0.575429E-03   8.59428      0.806569       1.06227      0.788666       1.05731      0.179029E-01  0.495557E-02   1.84598      0.597400      0.596112      0.461200      0.191266       0.00000       0.00000      0.461200    
-  0.630945E-03   8.43827      0.793078       1.04446      0.773880       1.03908      0.191983E-01  0.538479E-02   1.81296      0.587549      0.586158      0.452921      0.186331       0.00000       0.00000      0.452921    
-  0.691816E-03   8.28303      0.779856       1.02689      0.759263       1.02103      0.205929E-01  0.585625E-02   1.78029      0.577804      0.576303      0.444728      0.181459       0.00000       0.00000      0.444728    
-  0.758561E-03   8.12871      0.766902       1.00953      0.744819       1.00317      0.220829E-01  0.636573E-02   1.74799      0.568167      0.566546      0.436622      0.176652       0.00000       0.00000      0.436622    
-  0.831745E-03   7.97534      0.754222      0.992407      0.730545      0.985488      0.236773E-01  0.691841E-02   1.71603      0.558635      0.556886      0.428602      0.171910       0.00000       0.00000      0.428602    
-  0.911989E-03   7.82293      0.741827      0.975507      0.716440      0.967986      0.253875E-01  0.752125E-02   1.68443      0.549206      0.547319      0.420667      0.167233       0.00000       0.00000      0.420667    
-  0.999975E-03   7.67152      0.729724      0.958835      0.702500      0.950655      0.272240E-01  0.818046E-02   1.65315      0.539878      0.537842      0.412813      0.162622       0.00000       0.00000      0.412813    
-  0.109645E-02   7.52120      0.717914      0.942391      0.688728      0.933497      0.291863E-01  0.889356E-02   1.62222      0.530652      0.528456      0.405041      0.158075       0.00000       0.00000      0.405041    
-  0.120223E-02   7.37198      0.706406      0.926174      0.675121      0.916506      0.312858E-01  0.966762E-02   1.59163      0.521525      0.519157      0.397349      0.153595       0.00000       0.00000      0.397349    
-  0.131822E-02   7.22387      0.695213      0.910187      0.661674      0.899674      0.335388E-01  0.105137E-01   1.56135      0.512494      0.509940      0.389734      0.149180       0.00000       0.00000      0.389734    
-  0.144540E-02   7.07691      0.684340      0.894431      0.648387      0.882996      0.359526E-01  0.114355E-01   1.53138      0.503557      0.500803      0.382193      0.144831       0.00000       0.00000      0.382193    
-  0.158485E-02   6.93114      0.673791      0.878905      0.635260      0.866472      0.385316E-01  0.124334E-01   1.50173      0.494713      0.491744      0.374727      0.140547       0.00000       0.00000      0.374727    
-  0.173775E-02   6.78659      0.663578      0.863610      0.622288      0.850093      0.412902E-01  0.135171E-01   1.47238      0.485959      0.482760      0.367333      0.136329       0.00000       0.00000      0.367333    
-  0.190540E-02   6.64323      0.653715      0.848551      0.609466      0.833848      0.442493E-01  0.147030E-01   1.44331      0.477290      0.473844      0.360004      0.132176       0.00000       0.00000      0.360004    
-  0.208923E-02   6.50110      0.644208      0.833727      0.596794      0.817736      0.474138E-01  0.159908E-01   1.41453      0.468706      0.464994      0.352742      0.128088       0.00000       0.00000      0.352742    
-  0.229079E-02   6.36025      0.635064      0.819136      0.584270      0.801750      0.507939E-01  0.173860E-01   1.38602      0.460205      0.456207      0.345544      0.124065       0.00000       0.00000      0.345544    
-  0.251180E-02   6.22065      0.626296      0.804784      0.571889      0.785883      0.544070E-01  0.189011E-01   1.35777      0.451783      0.447477      0.338405      0.120106       0.00000       0.00000      0.338405    
-  0.275413E-02   6.08226      0.617922      0.790677      0.559644      0.770118      0.582787E-01  0.205592E-01   1.32976      0.443432      0.438797      0.331321      0.116212       0.00000       0.00000      0.331321    
-  0.301984E-02   5.94516      0.609947      0.776811      0.547535      0.754456      0.624124E-01  0.223554E-01   1.30199      0.435154      0.430166      0.324290      0.112381       0.00000       0.00000      0.324290    
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+  0.398071      0.146183      0.436463      0.148137      0.114604E-01  0.644380E-02  0.425002      0.141694      0.179042E-01  0.611257E-02  0.459783E-02  0.382627E-02  0.534786E-02  0.456909E-10   0.00000      0.184597E-02
+  0.436476      0.113679      0.370262      0.110467      0.109521E-01  0.456379E-02  0.359310      0.105904      0.155159E-01  0.521885E-02  0.500980E-02  0.302969E-02  0.573329E-02  0.268927E-10   0.00000      -.446005E-03
+  0.478586      0.939386E-01  0.298626      0.759307E-01  0.116893E-01  -.776108E-03  0.286936      0.767068E-01  0.109132E-01  0.615712E-02  0.364102E-02  0.257749E-02  0.553219E-02  -.211039E-10   0.00000      -.441713E-02
+  0.524759      0.661471E-01  0.233322      0.445245E-01  0.656788E-02  -.150880E-03  0.226754      0.446754E-01  0.641700E-02  0.837422E-03  0.480296E-02  0.263444E-02  0.573046E-02  -.655666E-10   0.00000      -.495384E-02
+  0.575386      0.415612E-01  0.168777      0.224945E-01  0.319329E-02  -.739606E-03  0.165584      0.232341E-01  0.245368E-02  -.104570E-02  0.390816E-02  0.236993E-02  0.423899E-02  -.198245E-11   0.00000      -.464777E-02
+  0.630897      0.202698E-01  0.111242      0.919430E-02  0.451064E-03  0.592752E-03  0.110790      0.860154E-02  0.104382E-02  -.238124E-02  0.371506E-02  0.190695E-02  0.283230E-02  0.378707E-10   0.00000      -.312231E-02
+  0.691764      0.553992E-02  0.636160E-01  0.402721E-02  -.308427E-02  0.340189E-02  0.667003E-01  0.625317E-03  0.317623E-03  -.458376E-02  0.522052E-02  0.123462E-02  0.149950E-02  0.728161E-11   0.00000      -.181863E-02
+  0.758504      -.419478E-02  0.299208E-01  0.232355E-02  -.331641E-02  0.403753E-02  0.332372E-01  -.171398E-02  0.721120E-03  -.366043E-02  0.443667E-02  0.124691E-02  0.344016E-03  -.110126E-11   0.00000      -.399139E-03
+  0.831682      -.637221E-02  0.112221E-01  0.527008E-03  -.198253E-02  0.149797E-02  0.132046E-01  -.970963E-03  -.484561E-03  -.207141E-02  0.201038E-02  0.679151E-03  0.888793E-04  -.117790E-11   0.00000      -.512413E-03
+  0.911920      -.327480E-02  0.263797E-02  -.190295E-04  -.888214E-03  0.170994E-03  0.352618E-02  -.190023E-03  -.717220E-03  -.902516E-03  0.409086E-03  0.184385E-03  0.143023E-04  -.275701E-11   0.00000      -.238092E-03
+  0.999900      -.423728E-05  0.450407E-06  0.441723E-06  -.279781E-06  -.881903E-08  0.730187E-06  0.450542E-06  -.288600E-06  -.280875E-06  -.184546E-06  0.121373E-07  0.109443E-08  0.171986E-14   0.00000      0.175727E-06
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_05.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_05.txt
index 6b84cafc1..539f126c2 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_05.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_05.txt
@@ -1,103 +1,103 @@
    10.0000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   18.6985       1.59843       1.92911       1.59272       1.92770      0.570455E-02  0.141122E-02   3.52042       1.04801       1.04766      0.880038      0.544715       0.00000       0.00000      0.880038    
-  0.109648E-03   18.3353       1.56801       1.89441       1.56190       1.89288      0.610971E-02  0.152533E-02   3.45478       1.02964       1.02926      0.863623      0.532266       0.00000       0.00000      0.863623    
-  0.120226E-03   17.9749       1.53798       1.86011       1.53144       1.85846      0.654529E-02  0.164974E-02   3.38990       1.01147       1.01106      0.847395      0.519963       0.00000       0.00000      0.847395    
-  0.131825E-03   17.6176       1.50835       1.82623       1.50134       1.82445      0.701017E-02  0.178363E-02   3.32578      0.993527      0.993086      0.831360      0.507812       0.00000       0.00000      0.831360    
-  0.144543E-03   17.2635       1.47911       1.79276       1.47161       1.79083      0.750720E-02  0.192823E-02   3.26244      0.975795      0.975318      0.815516      0.495812       0.00000       0.00000      0.815516    
-  0.158489E-03   16.9126       1.45028       1.75971       1.44224       1.75763      0.804013E-02  0.208522E-02   3.19987      0.958278      0.957763      0.799865      0.483965       0.00000       0.00000      0.799865    
-  0.173779E-03   16.5650       1.42186       1.72708       1.41325       1.72482      0.861178E-02  0.225580E-02   3.13807      0.940974      0.940418      0.784405      0.472271       0.00000       0.00000      0.784405    
-  0.190545E-03   16.2209       1.39384       1.69487       1.38462       1.69243      0.922205E-02  0.243959E-02   3.07705      0.923887      0.923286      0.769140      0.460734       0.00000       0.00000      0.769140    
-  0.208928E-03   15.8804       1.36624       1.66307       1.35637       1.66043      0.987458E-02  0.263822E-02   3.01680      0.907015      0.906366      0.754068      0.449354       0.00000       0.00000      0.754068    
-  0.229085E-03   15.5434       1.33906       1.63170       1.32849       1.62884      0.105749E-01  0.285440E-02   2.95733      0.890357      0.889656      0.739188      0.438131       0.00000       0.00000      0.739188    
-  0.251186E-03   15.2100       1.31230       1.60075       1.30098       1.59766      0.113246E-01  0.308863E-02   2.89863      0.873912      0.873156      0.724501      0.427065       0.00000       0.00000      0.724501    
-  0.275420E-03   14.8804       1.28597       1.57022       1.27384       1.56687      0.121251E-01  0.334122E-02   2.84072      0.857682      0.856867      0.710008      0.416159       0.00000       0.00000      0.710008    
-  0.301992E-03   14.5546       1.26006       1.54011       1.24708       1.53649      0.129811E-01  0.361441E-02   2.78357      0.841665      0.840786      0.695706      0.405412       0.00000       0.00000      0.695706    
-  0.331127E-03   14.2325       1.23458       1.51042       1.22068       1.50650      0.139002E-01  0.391231E-02   2.72719      0.825859      0.824910      0.681595      0.394823       0.00000       0.00000      0.681595    
-  0.363073E-03   13.9144       1.20954       1.48115       1.19466       1.47691      0.148826E-01  0.423432E-02   2.67157      0.810264      0.809240      0.667674      0.384395       0.00000       0.00000      0.667674    
-  0.398101E-03   13.6002       1.18494       1.45230       1.16901       1.44772      0.159317E-01  0.458188E-02   2.61672      0.794879      0.793775      0.653942      0.374127       0.00000       0.00000      0.653942    
-  0.436509E-03   13.2899       1.16077       1.42387       1.14372       1.41891      0.170534E-01  0.495802E-02   2.56263      0.779703      0.778512      0.640400      0.364018       0.00000       0.00000      0.640400    
-  0.478622E-03   12.9836       1.13706       1.39586       1.11880       1.39049      0.182580E-01  0.536875E-02   2.50929      0.764731      0.763448      0.627041      0.354068       0.00000       0.00000      0.627041    
-  0.524798E-03   12.6813       1.11379       1.36826       1.09424       1.36245      0.195438E-01  0.581185E-02   2.45669      0.749966      0.748582      0.613869      0.344278       0.00000       0.00000      0.613869    
-  0.575429E-03   12.3830       1.09097       1.34108       1.07005       1.33479      0.209170E-01  0.629050E-02   2.40484      0.735404      0.733913      0.600881      0.334647       0.00000       0.00000      0.600881    
-  0.630945E-03   12.0888       1.06860       1.31432       1.04622       1.30751      0.223851E-01  0.680892E-02   2.35373      0.721043      0.719437      0.588075      0.325174       0.00000       0.00000      0.588075    
-  0.691816E-03   11.7986       1.04670       1.28797       1.02274       1.28059      0.239611E-01  0.737520E-02   2.30333      0.706880      0.705149      0.575446      0.315859       0.00000       0.00000      0.575446    
-  0.758561E-03   11.5125       1.02526       1.26203      0.999616       1.25405      0.256417E-01  0.798535E-02   2.25366      0.692915      0.691050      0.562996      0.306702       0.00000       0.00000      0.562996    
-  0.831745E-03   11.2304       1.00428       1.23650      0.976846       1.22786      0.274362E-01  0.864486E-02   2.20470      0.679145      0.677136      0.550721      0.297701       0.00000       0.00000      0.550721    
-  0.911989E-03   10.9524      0.983778       1.21138      0.954422       1.20202      0.293561E-01  0.936098E-02   2.15644      0.665566      0.663403      0.538619      0.288856       0.00000       0.00000      0.538619    
-  0.999975E-03   10.6784      0.963752       1.18667      0.932340       1.17653      0.314121E-01  0.101402E-01   2.10887      0.652175      0.649846      0.526686      0.280166       0.00000       0.00000      0.526686    
-  0.109645E-02   10.4085      0.944205       1.16237      0.910601       1.15139      0.336044E-01  0.109806E-01   2.06199      0.638971      0.636465      0.514921      0.271630       0.00000       0.00000      0.514921    
-  0.120223E-02   10.1427      0.925143       1.13847      0.889199       1.12658      0.359446E-01  0.118893E-01   2.01577      0.625951      0.623255      0.503321      0.263247       0.00000       0.00000      0.503321    
-  0.131822E-02   9.88085      0.906576       1.11497      0.868127       1.10209      0.384487E-01  0.128777E-01   1.97022      0.613111      0.610209      0.491882      0.255016       0.00000       0.00000      0.491882    
-  0.144540E-02   9.62302      0.888507       1.09187      0.847382       1.07792      0.411247E-01  0.139498E-01   1.92531      0.600446      0.597325      0.480600      0.246936       0.00000       0.00000      0.480600    
-  0.158485E-02   9.36920      0.870939       1.06918      0.826961       1.05407      0.439774E-01  0.151067E-01   1.88103      0.587956      0.584599      0.469474      0.239006       0.00000       0.00000      0.469474    
-  0.173775E-02   9.11936      0.853881       1.04688      0.806859       1.03053      0.470212E-01  0.163581E-01   1.83739      0.575635      0.572027      0.458500      0.231224       0.00000       0.00000      0.458500    
-  0.190540E-02   8.87344      0.837344       1.02499      0.787068       1.00727      0.502762E-01  0.177202E-01   1.79434      0.563479      0.559600      0.447671      0.223589       0.00000       0.00000      0.447671    
-  0.208923E-02   8.63143      0.821332       1.00349      0.767583      0.984301      0.537483E-01  0.191937E-01   1.75188      0.551484      0.547316      0.436985      0.216100       0.00000       0.00000      0.436985    
-  0.229079E-02   8.39333      0.805850      0.982394      0.748402      0.961610      0.574481E-01  0.207844E-01   1.71001      0.539647      0.535169      0.426440      0.208755       0.00000       0.00000      0.426440    
-  0.251180E-02   8.15909      0.790909      0.961690      0.729517      0.939185      0.613925E-01  0.225049E-01   1.66870      0.527964      0.523155      0.416031      0.201553       0.00000       0.00000      0.416031    
-  0.275413E-02   7.92863      0.776523      0.941389      0.710918      0.917011      0.656050E-01  0.243770E-01   1.62793      0.516426      0.511263      0.405749      0.194492       0.00000       0.00000      0.405749    
-  0.301984E-02   7.70196      0.762695      0.921482      0.692603      0.895084      0.700914E-01  0.263980E-01   1.58769      0.505033      0.499490      0.395594      0.187571       0.00000       0.00000      0.395594    
-  0.331118E-02   7.47904      0.749434      0.901971      0.674566      0.873391      0.748682E-01  0.285798E-01   1.54796      0.493778      0.487831      0.385560      0.180788       0.00000       0.00000      0.385560    
-  0.363064E-02   7.25981      0.736753      0.882859      0.656798      0.851920      0.799546E-01  0.309386E-01   1.50872      0.482657      0.476278      0.375642      0.174141       0.00000       0.00000      0.375642    
-  0.398091E-02   7.04418      0.724665      0.864155      0.639289      0.830653      0.853759E-01  0.335020E-01   1.46994      0.471660      0.464820      0.365833      0.167629       0.00000       0.00000      0.365833    
-  0.436498E-02   6.83217      0.713177      0.845848      0.622036      0.809584      0.911405E-01  0.362641E-01   1.43162      0.460786      0.453454      0.356129      0.161251       0.00000       0.00000      0.356129    
-  0.478610E-02   6.62370      0.702301      0.827943      0.605032      0.788699      0.972692E-01  0.392441E-01   1.39373      0.450028      0.442173      0.346525      0.155003       0.00000       0.00000      0.346525    
-  0.524785E-02   6.41871      0.692048      0.810446      0.588265      0.767983      0.103782      0.424632E-01   1.35625      0.439379      0.430968      0.337015      0.148886       0.00000       0.00000      0.337015    
-  0.575415E-02   6.21712      0.682428      0.793365      0.571728      0.747422      0.110699      0.459432E-01   1.31915      0.428831      0.419830      0.327592      0.142897       0.00000       0.00000      0.327592    
-  0.630929E-02   6.01890      0.673462      0.776696      0.555414      0.727000      0.118048      0.496960E-01   1.28241      0.418380      0.408750      0.318250      0.137033       0.00000       0.00000      0.318250    
-  0.691799E-02   5.82397      0.665160      0.760445      0.539312      0.706701      0.125849      0.537434E-01   1.24601      0.408018      0.397720      0.308982      0.131294       0.00000       0.00000      0.308982    
-  0.758542E-02   5.63225      0.657533      0.744621      0.523413      0.686512      0.134120      0.581085E-01   1.20993      0.397736      0.386731      0.299782      0.125677       0.00000       0.00000      0.299782    
-  0.831724E-02   5.44366      0.650590      0.729229      0.507709      0.666418      0.142881      0.628116E-01   1.17413      0.387528      0.375774      0.290644      0.120181       0.00000       0.00000      0.290644    
-  0.911966E-02   5.25816      0.644347      0.714273      0.492191      0.646403      0.152156      0.678708E-01   1.13859      0.377387      0.364842      0.281561      0.114804       0.00000       0.00000      0.281561    
-  0.999950E-02   5.07565      0.638811      0.699762      0.476849      0.626452      0.161962      0.733093E-01   1.10330      0.367304      0.353924      0.272528      0.109545       0.00000       0.00000      0.272528    
-  0.109642E-01   4.89605      0.633990      0.685703      0.461674      0.606553      0.172316      0.791497E-01   1.06823      0.357271      0.343015      0.263538      0.104403       0.00000       0.00000      0.263538    
-  0.120220E-01   4.71928      0.629898      0.672105      0.446657      0.586688      0.183242      0.854165E-01   1.03334      0.347281      0.332102      0.254586      0.993759E-01   0.00000       0.00000      0.254586    
-  0.131819E-01   4.54524      0.626540      0.658976      0.431787      0.566844      0.194753      0.921315E-01  0.998631      0.337324      0.321180      0.245664      0.944627E-01   0.00000       0.00000      0.245664    
-  0.144536E-01   4.37386      0.623926      0.646326      0.417054      0.547006      0.206872      0.993198E-01  0.964060      0.327392      0.310239      0.236767      0.896620E-01   0.00000       0.00000      0.236767    
-  0.158481E-01   4.20504      0.622056      0.634163      0.402451      0.527163      0.219605      0.106999      0.929615      0.317478      0.299273      0.227890      0.849730E-01   0.00000       0.00000      0.227890    
-  0.173770E-01   4.03868      0.620937      0.622498      0.387967      0.507302      0.232970      0.115196      0.895269      0.307572      0.288273      0.219028      0.803947E-01   0.00000       0.00000      0.219028    
-  0.190535E-01   3.87471      0.620560      0.611336      0.373594      0.487415      0.246966      0.123921      0.861009      0.297667      0.277237      0.210178      0.759269E-01   0.00000       0.00000      0.210178    
-  0.208917E-01   3.71302      0.620929      0.600691      0.359323      0.467491      0.261606      0.133199      0.826814      0.287754      0.266156      0.201335      0.715688E-01   0.00000       0.00000      0.201335    
-  0.229073E-01   3.55354      0.622024      0.590561      0.345147      0.447531      0.276877      0.143030      0.792678      0.277826      0.255031      0.192500      0.673209E-01   0.00000       0.00000      0.192500    
-  0.251174E-01   3.39617      0.623842      0.580960      0.331057      0.427523      0.292785      0.153437      0.758581      0.267875      0.243856      0.183667      0.631828E-01   0.00000       0.00000      0.183667    
-  0.275406E-01   3.24086      0.626352      0.571879      0.317051      0.407479      0.309301      0.164400      0.724530      0.257895      0.232636      0.174842      0.591558E-01   0.00000       0.00000      0.174842    
-  0.301976E-01   3.08750      0.629540      0.563328      0.303119      0.387393      0.326421      0.175935      0.690512      0.247879      0.221370      0.166023      0.552402E-01   0.00000       0.00000      0.166023    
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+  0.363064E-02   6.25502      0.661415      0.845186      0.563892      0.786400      0.975232E-01  0.587864E-01   1.35029      0.439078      0.438790      0.346093      0.124814      -.343154E-09   0.00000      0.347610    
+  0.398091E-02   6.12235      0.651694      0.830451      0.549760      0.769417      0.101934      0.610345E-01   1.31918      0.429834      0.430280      0.337691      0.119926      -.638534E-09   0.00000      0.339137    
+  0.436498E-02   5.98895      0.642400      0.815934      0.535826      0.752561      0.106573      0.633725E-01   1.28839      0.420702      0.421898      0.329295      0.115124      -.919381E-09   0.00000      0.330663    
+  0.478610E-02   5.85518      0.633568      0.801650      0.522141      0.735846      0.111427      0.658047E-01   1.25799      0.411735      0.413658      0.320883      0.110406      -.724128E-09   0.00000      0.322188    
+  0.524785E-02   5.72084      0.625180      0.787598      0.508710      0.719260      0.116469      0.683384E-01   1.22797      0.402942      0.405550      0.312456      0.105768      -.824220E-10   0.00000      0.313710    
+  0.575415E-02   5.58657      0.617292      0.773768      0.495420      0.702844      0.121871      0.709247E-01   1.19826      0.394189      0.397601      0.304036      0.101231      0.461712E-09   0.00000      0.305242    
+  0.630929E-02   5.45279      0.609930      0.760135      0.482204      0.686635      0.127726      0.734999E-01   1.16884      0.385404      0.389849      0.295630      0.967998E-01  0.525112E-09   0.00000      0.296786    
+  0.691799E-02   5.31925      0.603084      0.746720      0.469099      0.670608      0.133986      0.761124E-01   1.13971      0.376626      0.382265      0.287235      0.924730E-01  0.350073E-09   0.00000      0.288342    
+  0.758542E-02   5.18597      0.596799      0.733612      0.456099      0.654707      0.140700      0.789050E-01   1.11081      0.367822      0.374764      0.278866      0.882778E-01  0.246605E-09   0.00000      0.279943    
+  0.831724E-02   5.05295      0.591058      0.720823      0.443219      0.638944      0.147839      0.818796E-01   1.08216      0.358982      0.367323      0.270555      0.842366E-01  0.285132E-09   0.00000      0.271621    
+  0.911966E-02   4.92016      0.585896      0.708337      0.430432      0.623294      0.155464      0.850430E-01   1.05373      0.350125      0.359982      0.262240      0.803067E-01  0.348337E-09   0.00000      0.263312    
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+  0.109642E-01   4.65508      0.577471      0.684297      0.404979      0.592298      0.172492      0.919987E-01  0.997277      0.332324      0.345715      0.245441      0.726550E-01  0.389357E-09   0.00000      0.246583    
+  0.120220E-01   4.52285      0.574222      0.672721      0.392418      0.576815      0.181804      0.959063E-01  0.969233      0.323500      0.338754      0.236866      0.689176E-01  0.312421E-09   0.00000      0.238061    
+  0.131819E-01   4.39097      0.571661      0.661405      0.380095      0.561171      0.191566      0.100234      0.941266      0.314910      0.331913      0.228000      0.651849E-01  -.426119E-11   0.00000      0.229258    
+  0.144536E-01   4.25937      0.569771      0.650364      0.367965      0.545417      0.201806      0.104947      0.913382      0.306483      0.325177      0.218914      0.614819E-01  -.471401E-09   0.00000      0.220240    
+  0.158481E-01   4.12760      0.568523      0.639659      0.355997      0.529460      0.212526      0.110199      0.885456      0.298115      0.318388      0.209728      0.578822E-01  -.720100E-09   0.00000      0.211072    
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+  0.190535E-01   3.86336      0.567921      0.619228      0.332601      0.496850      0.235320      0.122378      0.829451      0.281613      0.304661      0.191035      0.509876E-01  -.308613E-09   0.00000      0.192189    
+  0.208917E-01   3.73125      0.568674      0.609714      0.320935      0.480394      0.247739      0.129320      0.801329      0.273114      0.297453      0.181767      0.478209E-01  -.147659E-09   0.00000      0.182941    
+  0.229073E-01   3.59915      0.570168      0.600776      0.309271      0.463872      0.260897      0.136904      0.773143      0.264387      0.289947      0.172587      0.448834E-01  -.698037E-10   0.00000      0.173926    
+  0.251174E-01   3.46711      0.572293      0.592096      0.297594      0.447218      0.274699      0.144878      0.744812      0.255524      0.282285      0.163459      0.420700E-01  -.241622E-10   0.00000      0.164933    
+  0.275406E-01   3.33522      0.574989      0.583464      0.285870      0.430366      0.289119      0.153099      0.716236      0.246566      0.274557      0.154349      0.393038E-01  -.851541E-11   0.00000      0.155809    
+  0.301976E-01   3.20345      0.578285      0.574977      0.274115      0.413345      0.304170      0.161632      0.687459      0.237495      0.266720      0.145272      0.366197E-01  -.239489E-10   0.00000      0.146624    
+  0.331110E-01   3.07145      0.582066      0.566487      0.262370      0.396274      0.319696      0.170212      0.658644      0.228343      0.258817      0.136332      0.340265E-01  0.116096E-11   0.00000      0.137457    
+  0.363055E-01   2.93950      0.586315      0.557970      0.250628      0.379203      0.335687      0.178767      0.629831      0.219078      0.250849      0.127599      0.315500E-01  0.138625E-09   0.00000      0.128354    
+  0.398081E-01   2.80708      0.591037      0.549435      0.238909      0.362077      0.352128      0.187358      0.600986      0.209759      0.242823      0.118980      0.291497E-01  0.286977E-09   0.00000      0.119255    
+  0.436487E-01   2.67314      0.596220      0.540794      0.227298      0.344814      0.368922      0.195980      0.572112      0.200539      0.234786      0.110294      0.267592E-01  0.277730E-09   0.00000      0.110028    
+  0.478598E-01   2.53815      0.602003      0.531947      0.215885      0.327271      0.386117      0.204676      0.543156      0.191474      0.226812      0.101319      0.244108E-01  0.727716E-10   0.00000      0.100459    
+  0.524772E-01   2.40103      0.607941      0.523255      0.204341      0.309946      0.403600      0.213309      0.514288      0.182313      0.218646      0.928501E-01  0.220287E-01  -.132308E-09   0.00000      0.913002E-01
+  0.575400E-01   2.26056      0.613598      0.515096      0.192330      0.293310      0.421268      0.221786      0.485639      0.172833      0.210039      0.856513E-01  0.194966E-01  -.159405E-09   0.00000      0.832701E-01
+  0.630913E-01   2.11723      0.619139      0.507332      0.179972      0.277180      0.439167      0.230152      0.457153      0.163121      0.201086      0.794340E-01  0.168508E-01  -.740682E-10   0.00000      0.760946E-01
+  0.691782E-01   1.97147      0.624783      0.499604      0.167575      0.261368      0.457209      0.238235      0.428943      0.153250      0.191931      0.737777E-01  0.143249E-01  -.135156E-10   0.00000      0.694372E-01
+  0.758523E-01   1.82188      0.630594      0.491855      0.155199      0.245892      0.475395      0.245963      0.401091      0.143237      0.182652      0.686308E-01  0.119627E-01  -.556923E-10   0.00000      0.632396E-01
+  0.831703E-01   1.67060      0.636529      0.484079      0.142828      0.230682      0.493701      0.253397      0.373510      0.133071      0.173171      0.639720E-01  0.975760E-02  -.119579E-09   0.00000      0.575109E-01
+  0.911943E-01   1.52265      0.642655      0.476035      0.130617      0.215482      0.512037      0.260553      0.346099      0.122743      0.163377      0.595361E-01  0.787461E-02  -.104059E-09   0.00000      0.521049E-01
+  0.999925E-01   1.37980      0.648998      0.467572      0.118631      0.200349      0.530367      0.267223      0.318981      0.112189      0.153103      0.554772E-01  0.644194E-02  0.340136E-10   0.00000      0.472461E-01
+  0.109639       1.24402      0.654959      0.458711      0.106711      0.185445      0.548247      0.273267      0.292156      0.101694      0.142516      0.516269E-01  0.501747E-02  0.400081E-09   0.00000      0.429286E-01
+  0.120217       1.11513      0.660364      0.448759      0.951673E-01  0.170333      0.565196      0.278426      0.265500      0.913146E-01  0.131497      0.477673E-01  0.385268E-02  0.154311E-09   0.00000      0.388363E-01
+  0.131815      0.993083      0.664915      0.437169      0.841577E-01  0.154824      0.580757      0.282344      0.238982      0.811364E-01  0.120000      0.437993E-01  0.302126E-02  -.169033E-09   0.00000      0.348239E-01
+  0.144533      0.881756      0.667945      0.423564      0.738667E-01  0.138861      0.594079      0.284702      0.212728      0.714107E-01  0.107961      0.397239E-01  0.245596E-02  -.312912E-09   0.00000      0.309003E-01
+  0.158477      0.780537      0.668787      0.407883      0.643749E-01  0.122680      0.604413      0.285204      0.187055      0.622928E-01  0.953575E-01  0.355686E-01  0.208204E-02  0.157159E-09   0.00000      0.273222E-01
+  0.173766      0.684488      0.666482      0.390004      0.557413E-01  0.106435      0.610741      0.283569      0.162176      0.539215E-01  0.824021E-01  0.314204E-01  0.181975E-02  0.256022E-10   0.00000      0.240325E-01
+  0.190530      0.593701      0.660057      0.369812      0.477600E-01  0.899429E-01  0.612297      0.279869      0.137703      0.460900E-01  0.692387E-01  0.273021E-01  0.166996E-02  0.140690E-09   0.00000      0.207042E-01
+  0.208912      0.509735      0.648716      0.347306      0.406215E-01  0.740609E-01  0.608094      0.273245      0.114682      0.389199E-01  0.563534E-01  0.232725E-01  0.170157E-02  -.103704E-09   0.00000      0.177075E-01
+  0.229067      0.431026      0.632087      0.323179      0.340080E-01  0.592550E-01  0.598079      0.263924      0.932631E-01  0.322305E-01  0.439432E-01  0.194278E-01  0.177748E-02  0.171897E-09   0.00000      0.153119E-01
+  0.251167      0.358972      0.609685      0.296831      0.281121E-01  0.456723E-01  0.581573      0.251159      0.737844E-01  0.261035E-01  0.324902E-01  0.157865E-01  0.200859E-02  -.106474E-09   0.00000      0.131820E-01
+  0.275399      0.293400      0.580466      0.267878      0.230633E-01  0.334084E-01  0.557403      0.234469      0.564717E-01  0.205321E-01  0.224404E-01  0.124158E-01  0.253119E-02  -.104351E-09   0.00000      0.109680E-01
+  0.301969      0.237127      0.544512      0.236659      0.185079E-01  0.235074E-01  0.526004      0.213152      0.420153E-01  0.151822E-01  0.144509E-01  0.958038E-02  0.332568E-02  -.609478E-10   0.00000      0.905644E-02
+  0.331102      0.190211      0.501040      0.204201      0.151117E-01  0.154358E-01  0.485928      0.188765      0.305475E-01  0.109724E-01  0.793513E-02  0.724452E-02  0.413927E-02  -.363112E-09   0.00000      0.750063E-02
+  0.363046      0.151479      0.451325      0.166988      0.123023E-01  0.949889E-02  0.439022      0.157489      0.218012E-01  0.736885E-02  0.523033E-02  0.515932E-02  0.493343E-02  0.289082E-10   0.00000      0.426856E-02
+  0.398071      0.121084      0.393648      0.130103      0.109393E-01  0.592711E-02  0.382709      0.124176      0.168664E-01  0.561582E-02  0.462117E-02  0.368728E-02  0.532345E-02  0.841767E-10   0.00000      0.130594E-02
+  0.436476      0.929933E-01  0.330160      0.955586E-01  0.101613E-01  0.386015E-02  0.319998      0.916985E-01  0.140214E-01  0.469668E-02  0.478889E-02  0.292906E-02  0.546459E-02  -.129883E-09   0.00000      -.928744E-03
+  0.478586      0.721126E-01  0.263779      0.643270E-01  0.981672E-02  -.281526E-03  0.253962      0.646085E-01  0.953519E-02  0.468933E-02  0.382910E-02  0.248535E-02  0.512739E-02  0.238554E-09   0.00000      -.411063E-02
+  0.524759      0.483803E-01  0.203211      0.371656E-01  0.532953E-02  0.747352E-04  0.197882      0.370909E-01  0.540427E-02  0.269126E-03  0.447306E-02  0.242018E-02  0.506041E-02  0.827782E-10   0.00000      -.439833E-02
+  0.575386      0.286303E-01  0.144744      0.185007E-01  0.232900E-02  -.303826E-03  0.142415      0.188045E-01  0.202517E-02  -.127754E-02  0.367222E-02  0.211630E-02  0.360654E-02  0.249002E-12   0.00000      -.397605E-02
+  0.630897      0.124135E-01  0.938503E-01  0.747796E-02  -.138100E-03  0.968656E-03  0.939884E-01  0.650930E-02  0.830556E-03  -.250135E-02  0.357431E-02  0.164282E-02  0.236325E-02  0.649489E-11   0.00000      -.260565E-02
+  0.691764      0.206364E-02  0.526595E-01  0.324645E-02  -.297582E-02  0.319833E-02  0.556354E-01  0.481165E-04  0.222515E-03  -.413238E-02  0.469410E-02  0.109928E-02  0.115656E-02  -.488846E-11   0.00000      -.149576E-02
+  0.758504      -.396808E-02  0.243431E-01  0.179513E-02  -.290440E-02  0.335031E-02  0.272475E-01  -.155518E-02  0.445904E-03  -.317521E-02  0.371651E-02  0.103704E-02  0.270808E-03  -.804561E-11   0.00000      -.366201E-03
+  0.831682      -.426624E-02  0.886721E-02  0.383862E-03  -.162420E-02  0.117737E-02  0.104914E-01  -.793505E-03  -.446835E-03  -.168864E-02  0.160109E-02  0.543250E-03  0.644375E-04  -.159320E-11   0.00000      -.423720E-03
+  0.911920      -.185515E-02  0.198384E-02  0.803646E-05  -.680334E-03  0.121257E-03  0.266418E-02  -.113220E-03  -.559078E-03  -.691441E-03  0.291085E-03  0.137885E-03  0.111063E-04  0.568176E-12   0.00000      -.169829E-03
+  0.999900      -.149879E-05  0.280682E-06  0.276200E-06  -.173914E-06  -.482222E-08  0.454597E-06  0.281022E-06  -.178737E-06  -.174821E-06  -.114993E-06  0.774116E-08  0.906334E-09  0.972970E-15   0.00000      0.110171E-06
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_06.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_06.txt
index 392a59136..6fdf9c672 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_06.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_06.txt
@@ -1,103 +1,103 @@
    100.000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   44.0011       3.45804       4.47148       3.44944       4.46892      0.859877E-02  0.255629E-02   7.91837       1.96874       1.96821       1.80576       1.48071      0.694947       0.00000       1.80576    
-  0.109648E-03   42.6990       3.36721       4.35349       3.35803       4.35074      0.917665E-02  0.274725E-02   7.70877       1.92014       1.91958       1.75907       1.43789      0.672088       0.00000       1.75907    
-  0.120226E-03   41.4261       3.27827       4.23797       3.26848       4.23502      0.979482E-02  0.295369E-02   7.50350       1.87250       1.87190       1.71331       1.39597      0.649809       0.00000       1.71331    
-  0.131825E-03   40.1821       3.19120       4.12491       3.18075       4.12173      0.104523E-01  0.317478E-02   7.30248       1.82581       1.82516       1.66848       1.35494      0.628100       0.00000       1.66848    
-  0.144543E-03   38.9666       3.10598       4.01426       3.09483       4.01085      0.111526E-01  0.341212E-02   7.10568       1.78005       1.77935       1.62455       1.31478      0.606951       0.00000       1.62455    
-  0.158489E-03   37.7791       3.02259       3.90600       3.01069       3.90233      0.119001E-01  0.366791E-02   6.91302       1.73521       1.73445       1.58153       1.27548      0.586351       0.00000       1.58153    
-  0.173779E-03   36.6192       2.94101       3.80009       2.92831       3.79614      0.126980E-01  0.394371E-02   6.72445       1.69128       1.69046       1.53939       1.23703      0.566291       0.00000       1.53939    
-  0.190545E-03   35.4865       2.86121       3.69649       2.84767       3.69225      0.135468E-01  0.423927E-02   6.53991       1.64824       1.64737       1.49812       1.19942      0.546759       0.00000       1.49812    
-  0.208928E-03   34.3806       2.78318       3.59517       2.76873       3.59061      0.144507E-01  0.455669E-02   6.35935       1.60609       1.60515       1.45772       1.16264      0.527746       0.00000       1.45772    
-  0.229085E-03   33.3010       2.70691       3.49610       2.69149       3.49120      0.154159E-01  0.489930E-02   6.18269       1.56481       1.56379       1.41816       1.12668      0.509243       0.00000       1.41816    
-  0.251186E-03   32.2473       2.63235       3.39925       2.61591       3.39398      0.164445E-01  0.526792E-02   6.00989       1.52438       1.52329       1.37945       1.09153      0.491239       0.00000       1.37945    
-  0.275420E-03   31.2191       2.55951       3.30457       2.54197       3.29891      0.175386E-01  0.566317E-02   5.84088       1.48480       1.48363       1.34156       1.05717      0.473724       0.00000       1.34156    
-  0.301992E-03   30.2158       2.48835       3.21205       2.46964       3.20596      0.187035E-01  0.608782E-02   5.67560       1.44605       1.44480       1.30448       1.02359      0.456687       0.00000       1.30448    
-  0.331127E-03   29.2373       2.41885       3.12163       2.39891       3.11509      0.199474E-01  0.654667E-02   5.51399       1.40812       1.40677       1.26819      0.990782      0.440122       0.00000       1.26819    
-  0.363073E-03   28.2829       2.35101       3.03330       2.32974       3.02626      0.212712E-01  0.703944E-02   5.35600       1.37100       1.36955       1.23270      0.958735      0.424017       0.00000       1.23270    
-  0.398101E-03   27.3522       2.28478       2.94702       2.26211       2.93945      0.226790E-01  0.756808E-02   5.20155       1.33467       1.33311       1.19798      0.927436      0.408362       0.00000       1.19798    
-  0.436509E-03   26.4449       2.22017       2.86274       2.19599       2.85461      0.241774E-01  0.813619E-02   5.05060       1.29912       1.29745       1.16401      0.896873      0.393148       0.00000       1.16401    
-  0.478622E-03   25.5606       2.15715       2.78046       2.13137       2.77171      0.257770E-01  0.875049E-02   4.90308       1.26434       1.26254       1.13080      0.867036      0.378368       0.00000       1.13080    
-  0.524798E-03   24.6988       2.09569       2.70012       2.06822       2.69071      0.274773E-01  0.940921E-02   4.75892       1.23030       1.22838       1.09832      0.837911      0.364011       0.00000       1.09832    
-  0.575429E-03   23.8591       2.03579       2.62169       2.00650       2.61157      0.292849E-01  0.101161E-01   4.61807       1.19701       1.19495       1.06656      0.809488      0.350067       0.00000       1.06656    
-  0.630945E-03   23.0410       1.97741       2.54515       1.94620       2.53427      0.312082E-01  0.108761E-01   4.48047       1.16445       1.16223       1.03551      0.781754      0.336529       0.00000       1.03551    
-  0.691816E-03   22.2443       1.92056       2.47046       1.88730       2.45876      0.332598E-01  0.116978E-01   4.34606       1.13260       1.13022       1.00515      0.754700      0.323388       0.00000       1.00515    
-  0.758561E-03   21.4684       1.86520       2.39759       1.82976       2.38501      0.354383E-01  0.125780E-01   4.21477       1.10145       1.09890      0.975478      0.728312      0.310635       0.00000      0.975478    
-  0.831745E-03   20.7131       1.81132       2.32651       1.77357       2.31299      0.377534E-01  0.135228E-01   4.08655       1.07099       1.06825      0.946472      0.702580      0.298260       0.00000      0.946472    
-  0.911989E-03   19.9778       1.75890       2.25719       1.71869       2.24265      0.402165E-01  0.145399E-01   3.96134       1.04120       1.03827      0.918122      0.677491      0.286256       0.00000      0.918122    
-  0.999975E-03   19.2622       1.70794       2.18960       1.66510       2.17396      0.428384E-01  0.156363E-01   3.83906       1.01207       1.00893      0.890413      0.653036      0.274616       0.00000      0.890413    
-  0.109645E-02   18.5659       1.65841       2.12370       1.61279       2.10689      0.456213E-01  0.168113E-01   3.71967      0.983584      0.980225      0.863333      0.629202      0.263329       0.00000      0.863333    
-  0.120223E-02   17.8885       1.61029       2.05947       1.56171       2.04139      0.485769E-01  0.180726E-01   3.60311      0.955734      0.952139      0.836869      0.605977      0.252388       0.00000      0.836869    
-  0.131822E-02   17.2297       1.56357       1.99688       1.51185       1.97745      0.517196E-01  0.194314E-01   3.48930      0.928503      0.924655      0.811007      0.583352      0.241785       0.00000      0.811007    
-  0.144540E-02   16.5890       1.51825       1.93590       1.46319       1.91501      0.550584E-01  0.208924E-01   3.37820      0.901878      0.897761      0.785733      0.561315      0.231514       0.00000      0.785733    
-  0.158485E-02   15.9660       1.47430       1.87650       1.41570       1.85404      0.586002E-01  0.224584E-01   3.26974      0.875846      0.871443      0.761035      0.539854      0.221564       0.00000      0.761035    
-  0.173775E-02   15.3605       1.43171       1.81865       1.36935       1.79451      0.623582E-01  0.241390E-01   3.16386      0.850393      0.845685      0.736899      0.518958      0.211928       0.00000      0.736899    
-  0.190540E-02   14.7721       1.39047       1.76233       1.32412       1.73638      0.663495E-01  0.259491E-01   3.06051      0.825505      0.820472      0.713311      0.498619      0.202601       0.00000      0.713311    
-  0.208923E-02   14.2003       1.35057       1.70751       1.27999       1.67962      0.705824E-01  0.278915E-01   2.95962      0.801168      0.795790      0.690259      0.478824      0.193574       0.00000      0.690259    
-  0.229079E-02   13.6448       1.31200       1.65417       1.23693       1.62419      0.750684E-01  0.299730E-01   2.86112      0.777370      0.771625      0.667728      0.459561      0.184839       0.00000      0.667728    
-  0.251180E-02   13.1052       1.27474       1.60226       1.19492       1.57006      0.798225E-01  0.322057E-01   2.76497      0.754095      0.747961      0.645706      0.440822      0.176389       0.00000      0.645706    
-  0.275413E-02   12.5813       1.23879       1.55179       1.15393       1.51718      0.848618E-01  0.346074E-01   2.67111      0.731330      0.724783      0.624179      0.422596      0.168219       0.00000      0.624179    
-  0.301984E-02   12.0726       1.20413       1.50271       1.11393       1.46553      0.901976E-01  0.371804E-01   2.57946      0.709062      0.702077      0.603133      0.404872      0.160320       0.00000      0.603133    
-  0.331118E-02   11.5789       1.17076       1.45500       1.07492       1.41507      0.958448E-01  0.399362E-01   2.48998      0.687276      0.679827      0.582555      0.387639      0.152685       0.00000      0.582555    
-  0.363064E-02   11.0997       1.13867       1.40865       1.03685       1.36576      0.101819      0.428890E-01   2.40260      0.665959      0.658018      0.562431      0.370888      0.145309       0.00000      0.562431    
-  0.398091E-02   10.6347       1.10784       1.36363      0.999707       1.31757      0.108137      0.460601E-01   2.31728      0.645096      0.636636      0.542749      0.354610      0.138185       0.00000      0.542749    
-  0.436498E-02   10.1837       1.07828       1.31992      0.963469       1.27047      0.114813      0.494504E-01   2.23393      0.624675      0.615664      0.523495      0.338794      0.131306       0.00000      0.523495    
-  0.478610E-02   9.74621       1.04997       1.27749      0.928110       1.22441      0.121863      0.530760E-01   2.15252      0.604680      0.595089      0.504655      0.323430      0.124665       0.00000      0.504655    
-  0.524785E-02   9.32200       1.02291       1.23633      0.893608       1.17937      0.129300      0.569517E-01   2.07298      0.585099      0.574897      0.486218      0.308509      0.118258       0.00000      0.486218    
-  0.575415E-02   8.91079      0.997076       1.19642      0.859945       1.13533      0.137131      0.610915E-01   1.99527      0.565919      0.555075      0.468174      0.294026      0.112080       0.00000      0.468174    
-  0.630929E-02   8.51210      0.972484       1.15774      0.827084       1.09222      0.145400      0.655221E-01   1.91930      0.547121      0.535599      0.450500      0.279964      0.106121       0.00000      0.450500    
-  0.691799E-02   8.12566      0.949122       1.12027      0.795006       1.05002      0.154116      0.702579E-01   1.84502      0.528691      0.516455      0.433185      0.266315      0.100375       0.00000      0.433185    
-  0.758542E-02   7.75116      0.926976       1.08400      0.763689       1.00869      0.163288      0.753131E-01   1.77238      0.510617      0.497632      0.416219      0.253072      0.948392E-01   0.00000      0.416219    
-  0.831724E-02   7.38834      0.906039       1.04892      0.733113      0.968215      0.172926      0.807019E-01   1.70133      0.492885      0.479117      0.399591      0.240228      0.895073E-01   0.00000      0.399591    
-  0.911966E-02   7.03691      0.886304       1.01500      0.703259      0.928560      0.183046      0.864379E-01   1.63182      0.475484      0.460896      0.383289      0.227775      0.843749E-01   0.00000      0.383289    
-  0.999950E-02   6.69661      0.867759      0.982234      0.674105      0.889698      0.193654      0.925355E-01   1.56380      0.458399      0.442958      0.367303      0.215706      0.794371E-01   0.00000      0.367303    
-  0.109642E-01   6.36713      0.850389      0.950611      0.645633      0.851604      0.204756      0.990073E-01   1.49724      0.441619      0.425291      0.351624      0.204014      0.746894E-01   0.00000      0.351624    
-  0.120220E-01   6.04817      0.834186      0.920117      0.617819      0.814244      0.216367      0.105873       1.43206      0.425129      0.407880      0.336238      0.192691      0.701261E-01   0.00000      0.336238    
-  0.131819E-01   5.73944      0.819136      0.890737      0.590645      0.777595      0.228492      0.113142       1.36824      0.408916      0.390715      0.321137      0.181729      0.657427E-01   0.00000      0.321137    
-  0.144536E-01   5.44065      0.805226      0.862460      0.564089      0.741628      0.241137      0.120832       1.30572      0.392967      0.373784      0.306309      0.171122      0.615345E-01   0.00000      0.306309    
-  0.158481E-01   5.15156      0.792433      0.835273      0.538136      0.706327      0.254296      0.128946       1.24446      0.377271      0.357080      0.291749      0.160865      0.574976E-01   0.00000      0.291749    
-  0.173770E-01   4.87189      0.780741      0.809164      0.512767      0.671667      0.267974      0.137497       1.18443      0.361816      0.340592      0.277448      0.150951      0.536275E-01   0.00000      0.277448    
-  0.190535E-01   4.60140      0.770120      0.784118      0.487969      0.637639      0.282150      0.146479       1.12561      0.346593      0.324317      0.263401      0.141376      0.499208E-01   0.00000      0.263401    
-  0.208917E-01   4.33983      0.760548      0.760125      0.463725      0.604221      0.296823      0.155903       1.06795      0.331590      0.308246      0.249602      0.132135      0.463734E-01   0.00000      0.249602    
-  0.229073E-01   4.08697      0.751984      0.737160      0.440024      0.571414      0.311960      0.165746       1.01144      0.316799      0.292381      0.236051      0.123225      0.429822E-01   0.00000      0.236051    
-  0.251174E-01   3.84258      0.744401      0.715215      0.416851      0.539201      0.327550      0.176014      0.956052      0.302210      0.276716      0.222742      0.114641      0.397436E-01   0.00000      0.222742    
-  0.275406E-01   3.60648      0.737743      0.694256      0.394201      0.507593      0.343542      0.186664      0.901794      0.287820      0.261259      0.209679      0.106381      0.366548E-01   0.00000      0.209679    
-  0.301976E-01   3.37845      0.731974      0.674269      0.372062      0.476582      0.359912      0.197687      0.848643      0.273619      0.246008      0.196861      0.984426E-01  0.337125E-01   0.00000      0.196861    
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-  0.363055E-01   2.94594      0.722846      0.637055      0.329301      0.416413      0.393545      0.220642      0.745714      0.245777      0.216168      0.171987      0.835241E-01  0.282574E-01   0.00000      0.171987    
-  0.398081E-01   2.74117      0.719356      0.619747      0.308674      0.387289      0.410682      0.232459      0.695962      0.232132      0.201603      0.159946      0.765420E-01  0.257394E-01   0.00000      0.159946    
-  0.436487E-01   2.54388      0.716479      0.603238      0.288549      0.358836      0.427931      0.244401      0.647385      0.218671      0.187296      0.148183      0.698775E-01  0.233581E-01   0.00000      0.148183    
-  0.478598E-01   2.35397      0.714128      0.587460      0.268931      0.331092      0.445197      0.256368      0.600023      0.205400      0.173268      0.136712      0.635310E-01  0.211113E-01   0.00000      0.136712    
-  0.524772E-01   2.17138      0.712201      0.572332      0.249827      0.304094      0.462374      0.268238      0.553921      0.192324      0.159546      0.125551      0.575027E-01  0.189968E-01   0.00000      0.125551    
-  0.575400E-01   1.99605      0.710595      0.557770      0.231246      0.277891      0.479349      0.279879      0.509137      0.179452      0.146158      0.114720      0.517937E-01  0.170127E-01   0.00000      0.114720    
-  0.630913E-01   1.82796      0.709182      0.543652      0.213202      0.252536      0.495980      0.291116      0.465738      0.166798      0.133138      0.104241      0.464045E-01  0.151569E-01   0.00000      0.104241    
-  0.691782E-01   1.66709      0.707846      0.529868      0.195710      0.228087      0.512136      0.301781      0.423797      0.154373      0.120521      0.941381E-01  0.413364E-01  0.134275E-01   0.00000      0.941381E-01
-  0.758523E-01   1.51348      0.706421      0.516255      0.178790      0.204611      0.527630      0.311645      0.383401      0.142201      0.108349      0.844390E-01  0.365892E-01  0.118221E-01   0.00000      0.844390E-01
-  0.831703E-01   1.36716      0.704776      0.502666      0.162464      0.182177      0.542312      0.320490      0.344640      0.130299      0.966650E-01  0.751726E-01  0.321644E-01  0.103389E-01   0.00000      0.751726E-01
-  0.911943E-01   1.22820      0.702699      0.488898      0.146759      0.160853      0.555940      0.328046      0.307612      0.118699      0.855110E-01  0.663668E-01  0.280598E-01  0.897495E-02   0.00000      0.663668E-01
-  0.999925E-01   1.09667      0.700045      0.474759      0.131701      0.140721      0.568343      0.334038      0.272422      0.107425      0.749374E-01  0.580553E-01  0.242764E-01  0.772820E-02   0.00000      0.580553E-01
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-  0.251167      0.206336      0.571821      0.265098      0.242649E-01  0.160299E-01  0.547557      0.249069      0.402947E-01  0.215172E-01  0.855544E-02  0.661964E-02  0.274767E-02  0.854773E-03   0.00000      0.661964E-02
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+  0.331110E-01   3.34959      0.683385      0.668006      0.334857      0.485213      0.348528      0.182793      0.820070      0.255481      0.286787      0.169205      0.793764E-01  0.292219E-01   0.00000      0.169205    
+  0.363055E-01   3.13948      0.678632      0.648246      0.315167      0.457850      0.363465      0.190396      0.773017      0.242238      0.274539      0.156974      0.729292E-01  0.267651E-01   0.00000      0.156546    
+  0.398081E-01   2.93478      0.674468      0.628929      0.295847      0.431007      0.378621      0.197922      0.726854      0.229132      0.262382      0.145135      0.667152E-01  0.244221E-01   0.00000      0.144203    
+  0.436487E-01   2.73502      0.670802      0.610019      0.276947      0.404700      0.393855      0.205319      0.681648      0.216257      0.250336      0.133659      0.606905E-01  0.221923E-01   0.00000      0.132172    
+  0.478598E-01   2.54030      0.667738      0.591469      0.258505      0.378830      0.409233      0.212638      0.637335      0.203644      0.238443      0.122407      0.548607E-01  0.200748E-01   0.00000      0.120313    
+  0.524772E-01   2.35050      0.664976      0.573442      0.240379      0.353711      0.424597      0.219731      0.594090      0.191153      0.226562      0.111839      0.492262E-01  0.180732E-01   0.00000      0.109075    
+  0.575400E-01   2.16521      0.662222      0.556139      0.222397      0.329652      0.439826      0.226486      0.552049      0.178654      0.214560      0.102424      0.437425E-01  0.161900E-01   0.00000      0.989029E-01
+  0.630913E-01   1.98454      0.659590      0.539492      0.204614      0.306537      0.454977      0.232956      0.511151      0.166197      0.202485      0.939896E-01  0.384173E-01  0.144239E-01   0.00000      0.896278E-01
+  0.691782E-01   1.80987      0.657176      0.523179      0.187341      0.284211      0.469835      0.238968      0.471552      0.153865      0.190429      0.861849E-01  0.334762E-01  0.127803E-01   0.00000      0.810020E-01
+  0.758523E-01   1.64140      0.655072      0.507176      0.170706      0.262719      0.484367      0.244457      0.433425      0.141686      0.178446      0.789736E-01  0.290202E-01  0.112716E-01   0.00000      0.730020E-01
+  0.831703E-01   1.47917      0.653164      0.491438      0.154599      0.241963      0.498565      0.249474      0.396562      0.129640      0.166477      0.723267E-01  0.249585E-01  0.988097E-02   0.00000      0.656050E-01
+  0.911943E-01   1.32474      0.651270      0.475673      0.139013      0.221678      0.512257      0.253995      0.360692      0.117746      0.154440      0.660067E-01  0.212673E-01  0.858253E-02   0.00000      0.586552E-01
+  0.999925E-01   1.18250      0.649345      0.459865      0.124260      0.202181      0.525085      0.257683      0.326441      0.106114      0.142309      0.602236E-01  0.181462E-01  0.743336E-02   0.00000      0.524386E-01
+  0.109639       1.04916      0.646847      0.443788      0.110098      0.183326      0.536749      0.260462      0.293424      0.948367E-01  0.130147      0.547472E-01  0.152613E-01  0.638818E-02   0.00000      0.467908E-01
+  0.120217      0.925448      0.643534      0.426910      0.968086E-01  0.164809      0.546725      0.262101      0.261618      0.839918E-01  0.117868      0.494361E-01  0.128168E-01  0.545016E-02   0.00000      0.414910E-01
+  0.131815      0.811499      0.639009      0.408883      0.844535E-01  0.146577      0.554556      0.262306      0.231031      0.736604E-01  0.105480      0.442488E-01  0.107932E-01  0.461130E-02   0.00000      0.364863E-01
+  0.144533      0.707681      0.632650      0.389489      0.731230E-01  0.128648      0.559527      0.260841      0.201771      0.640010E-01  0.929827E-01  0.391910E-01  0.912197E-02  0.386507E-02   0.00000      0.318002E-01
+  0.158477      0.612431      0.623880      0.368677      0.628250E-01  0.111177      0.561055      0.257500      0.174002      0.550794E-01  0.804220E-01  0.342919E-01  0.774554E-02  0.320541E-02   0.00000      0.275499E-01
+  0.173766      0.524860      0.611900      0.346411      0.535402E-01  0.942858E-01  0.558360      0.252125      0.147826      0.469524E-01  0.680099E-01  0.295994E-01  0.658780E-02  0.262309E-02   0.00000      0.236529E-01
+  0.190530      0.444696      0.596147      0.322657      0.451625E-01  0.780376E-01  0.550985      0.244619      0.123200      0.394763E-01  0.559405E-01  0.251473E-01  0.568622E-02  0.212068E-02   0.00000      0.199764E-01
+  0.208912      0.372443      0.576066      0.297547      0.377524E-01  0.629835E-01  0.538314      0.234564      0.100736      0.327283E-01  0.445430E-01  0.209771E-01  0.502413E-02  0.168968E-02   0.00000      0.167508E-01
+  0.229067      0.307415      0.551461      0.271437      0.310997E-01  0.494041E-01  0.520362      0.222032      0.805038E-01  0.265639E-01  0.340389E-01  0.171495E-01  0.453576E-02  0.132609E-02   0.00000      0.140391E-01
+  0.251167      0.250062      0.522037      0.243977      0.253498E-01  0.373659E-01  0.496688      0.206611      0.627157E-01  0.210598E-01  0.247577E-01  0.136802E-01  0.429007E-02  0.102395E-02   0.00000      0.115843E-01
+  0.275399      0.200159      0.487217      0.215100      0.204764E-01  0.270093E-01  0.466741      0.188090      0.474857E-01  0.161619E-01  0.170091E-01  0.106266E-01  0.431453E-02  0.776760E-03   0.00000      0.922347E-02
+  0.301969      0.158266      0.447527      0.185318      0.163075E-01  0.188109E-01  0.431219      0.166507      0.351185E-01  0.117653E-01  0.110648E-01  0.811521E-02  0.454225E-02  0.577022E-03   0.00000      0.716908E-02
+  0.331102      0.123415      0.402679      0.154965      0.131145E-01  0.123606E-01  0.389565      0.142605      0.254751E-01  0.834449E-02  0.673972E-02  0.606278E-02  0.476997E-02  0.416911E-03   0.00000      0.520399E-02
+  0.363046      0.947198E-01  0.353638      0.122952      0.106211E-01  0.770787E-02  0.343017      0.115244      0.183290E-01  0.567527E-02  0.498939E-02  0.436373E-02  0.494583E-02  0.289500E-03   0.00000      0.242899E-02
+  0.398071      0.709076E-01  0.300338      0.929069E-01  0.908365E-02  0.479874E-02  0.291254      0.881082E-01  0.138824E-01  0.422413E-02  0.439053E-02  0.319928E-02  0.485952E-02  0.189490E-03   0.00000      0.218727E-03
+  0.436476      0.512408E-01  0.245052      0.656644E-01  0.779747E-02  0.271739E-02  0.237255      0.629470E-01  0.105149E-01  0.320730E-02  0.420699E-02  0.253705E-02  0.459017E-02  0.113256E-03   0.00000      -.160285E-02
+  0.478586      0.347174E-01  0.190947      0.420936E-01  0.612986E-02  0.487680E-03  0.184817      0.416060E-01  0.661754E-02  0.207225E-02  0.374653E-02  0.212319E-02  0.405761E-02  0.574818E-04   0.00000      -.331633E-02
+  0.524759      0.206629E-01  0.142071      0.234146E-01  0.293478E-02  0.497683E-03  0.139136      0.229169E-01  0.343246E-02  -.658648E-03  0.369147E-02  0.188972E-02  0.359343E-02  0.216609E-04   0.00000      -.321545E-02
+  0.575386      0.102951E-01  0.974759E-01  0.112001E-01  0.748050E-03  0.468375E-03  0.967279E-01  0.107317E-01  0.121642E-02  -.163002E-02  0.312611E-02  0.155479E-02  0.237806E-02  0.179782E-05   0.00000      -.265953E-02
+  0.630897      0.314873E-02  0.606257E-01  0.444185E-02  -.952764E-03  0.139343E-02  0.615784E-01  0.304842E-02  0.440662E-03  -.242062E-02  0.304324E-02  0.113271E-02  0.146786E-02  -.604195E-05   0.00000      -.164377E-02
+  0.691764      -.616211E-03  0.324727E-01  0.188798E-02  -.242837E-02  0.250145E-02  0.349011E-01  -.613472E-03  0.730773E-04  -.303296E-02  0.340539E-02  0.796901E-03  0.604588E-03  -.650741E-05   0.00000      -.897431E-03
+  0.758504      -.198210E-02  0.143410E-01  0.931775E-03  -.197057E-02  0.203007E-02  0.163116E-01  -.109829E-02  0.594981E-04  -.211886E-02  0.231392E-02  0.644528E-03  0.148288E-03  -.361637E-05   0.00000      -.280237E-03
+  0.831682      -.135034E-02  0.485285E-02  0.168813E-03  -.963077E-03  0.629292E-03  0.581593E-02  -.460479E-03  -.333785E-03  -.991887E-03  0.887919E-03  0.305638E-03  0.288099E-04  -.104225E-05   0.00000      -.257584E-03
+  0.911920      -.399436E-03  0.953452E-03  0.308401E-04  -.339901E-03  0.486350E-04  0.129335E-02  -.177949E-04  -.291266E-03  -.345460E-03  0.119902E-03  0.652396E-04  0.555936E-05  -.597028E-07   0.00000      -.712068E-04
+  0.999900      -.104241E-06  0.847802E-07  0.840768E-07  -.525825E-07  -.120023E-08  0.137363E-06  0.852770E-07  -.537828E-07  -.529024E-07  -.349240E-07  0.235741E-08  0.319853E-09  0.144920E-10   0.00000      0.337093E-07
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_07.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_07.txt
index 8f61bed42..6220cc8ea 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_07.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_07.txt
@@ -1,103 +1,103 @@
    6464.00000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   90.6680       7.11168       10.0006       7.09874       9.99622      0.129373E-01  0.436834E-02   17.0950       3.78447       3.78367       3.62728       3.31426       2.58526       0.00000       3.62728    
-  0.109648E-03   87.1606       6.87197       9.65804       6.85821       9.65336      0.137597E-01  0.467361E-02   16.5116       3.66140       3.66054       3.50605       3.19681       2.48678       0.00000       3.50605    
-  0.120226E-03   83.7679       6.63919       9.32552       6.62456       9.32052      0.146352E-01  0.500139E-02   15.9451       3.54179       3.54087       3.38826       3.08277       2.39140       0.00000       3.38826    
-  0.131825E-03   80.4856       6.41314       9.00273       6.39758       8.99738      0.155632E-01  0.535092E-02   15.3950       3.42555       3.42456       3.27381       2.97203       2.29901       0.00000       3.27381    
-  0.144543E-03   77.3109       6.19367       8.68944       6.17712       8.68372      0.165477E-01  0.572427E-02   14.8608       3.31259       3.31153       3.16263       2.86453       2.20956       0.00000       3.16263    
-  0.158489E-03   74.2415       5.98065       8.38546       5.96306       8.37933      0.175937E-01  0.612414E-02   14.3424       3.20286       3.20173       3.05465       2.76020       2.12296       0.00000       3.05465    
-  0.173779E-03   71.2745       5.77394       8.09056       5.75524       8.08401      0.187053E-01  0.655255E-02   13.8392       3.09627       3.09506       2.94979       2.65896       2.03916       0.00000       2.94979    
-  0.190545E-03   68.4064       5.57336       7.80448       5.55347       7.79747      0.198832E-01  0.700952E-02   13.3509       2.99274       2.99144       2.84797       2.56073       1.95805       0.00000       2.84797    
-  0.208928E-03   65.6347       5.37877       7.52701       5.35764       7.51951      0.211324E-01  0.749765E-02   12.8771       2.89220       2.89081       2.74912       2.46544       1.87958       0.00000       2.74912    
-  0.229085E-03   62.9572       5.19006       7.25798       5.16760       7.24996      0.224595E-01  0.802083E-02   12.4176       2.79458       2.79309       2.65318       2.37302       1.80369       0.00000       2.65318    
-  0.251186E-03   60.3710       5.00709       6.99716       4.98322       6.98858      0.238676E-01  0.858033E-02   11.9718       2.69981       2.69821       2.56006       2.28341       1.73030       0.00000       2.56006    
-  0.275420E-03   57.8731       4.82969       6.74431       4.80433       6.73513      0.253592E-01  0.917720E-02   11.5395       2.60781       2.60610       2.46969       2.19652       1.65934       0.00000       2.46969    
-  0.301992E-03   55.4613       4.65774       6.49925       4.63080       6.48943      0.269403E-01  0.981476E-02   11.1202       2.51851       2.51668       2.38201       2.11229       1.59074       0.00000       2.38201    
-  0.331127E-03   53.1337       4.49115       6.26182       4.46253       6.25132      0.286194E-01  0.104984E-01   10.7139       2.43186       2.42991       2.29695       2.03067       1.52446       0.00000       2.29695    
-  0.363073E-03   50.8872       4.32976       6.03179       4.29936       6.02056      0.303983E-01  0.112282E-01   10.3199       2.34778       2.34570       2.21445       1.95158       1.46041       0.00000       2.21445    
-  0.398101E-03   48.7194       4.17343       5.80896       4.14115       5.79695      0.322820E-01  0.120069E-01   9.93810       2.26620       2.26398       2.13443       1.87495       1.39854       0.00000       2.13443    
-  0.436509E-03   46.6281       4.02206       5.59315       3.98778       5.58031      0.342773E-01  0.128385E-01   9.56809       2.18706       2.18469       2.05683       1.80072       1.33879       0.00000       2.05683    
-  0.478622E-03   44.6118       3.87556       5.38422       3.83917       5.37049      0.363947E-01  0.137302E-01   9.20966       2.11032       2.10778       1.98160       1.72885       1.28111       0.00000       1.98160    
-  0.524798E-03   42.6675       3.73377       5.18195       3.69514       5.16727      0.386353E-01  0.146809E-01   8.86241       2.03588       2.03317       1.90867       1.65926       1.22543       0.00000       1.90867    
-  0.575429E-03   40.7931       3.59659       4.98616       3.55558       4.97046      0.410062E-01  0.156951E-01   8.52604       1.96370       1.96080       1.83797       1.59188       1.17169       0.00000       1.83797    
-  0.630945E-03   38.9866       3.46390       4.79669       3.42038       4.77991      0.435158E-01  0.167781E-01   8.20029       1.89371       1.89062       1.76945       1.52668       1.11984       0.00000       1.76945    
-  0.691816E-03   37.2467       3.33563       4.61341       3.28946       4.59548      0.461759E-01  0.179384E-01   7.88493       1.82587       1.82257       1.70306       1.46359       1.06984       0.00000       1.70306    
-  0.758561E-03   35.5703       3.21164       4.43611       3.16265       4.41693      0.489876E-01  0.191745E-01   7.57958       1.76010       1.75659       1.63873       1.40255       1.02162       0.00000       1.63873    
-  0.831745E-03   33.9559       3.09182       4.26462       3.03986       4.24413      0.519604E-01  0.204926E-01   7.28399       1.69635       1.69261       1.57639       1.34351      0.975125       0.00000       1.57639    
-  0.911989E-03   32.4017       2.97609       4.09882       2.92099       4.07692      0.551048E-01  0.219005E-01   6.99791       1.63457       1.63059       1.51602       1.28641      0.930318       0.00000       1.51602    
-  0.999975E-03   30.9062       2.86437       3.93857       2.80594       3.91516      0.584309E-01  0.234052E-01   6.72110       1.57472       1.57047       1.45754       1.23122      0.887152       0.00000       1.45754    
-  0.109645E-02   29.4669       2.75652       3.78366       2.69457       3.75866      0.619437E-01  0.250079E-01   6.45323       1.51671       1.51219       1.40090       1.17786      0.845565       0.00000       1.40090    
-  0.120223E-02   28.0822       2.65246       3.63398       2.58680       3.60726      0.656538E-01  0.267161E-01   6.19407       1.46051       1.45570       1.34605       1.12629      0.805513       0.00000       1.34605    
-  0.131822E-02   26.7507       2.55212       3.48940       2.48254       3.46086      0.695731E-01  0.285398E-01   5.94340       1.40607       1.40095       1.29295       1.07647      0.766960       0.00000       1.29295    
-  0.144540E-02   25.4708       2.45540       3.34977       2.38169       3.31928      0.737110E-01  0.304849E-01   5.70098       1.35334       1.34789       1.24154       1.02835      0.729858       0.00000       1.24154    
-  0.158485E-02   24.2404       2.36221       3.21493       2.28413       3.18238      0.780762E-01  0.325554E-01   5.46651       1.30225       1.29646       1.19176      0.981876      0.694155       0.00000       1.19176    
-  0.173775E-02   23.0580       2.27245       3.08476       2.18977       3.05000      0.826802E-01  0.347606E-01   5.23978       1.25278       1.24662       1.14357      0.936998      0.659810       0.00000       1.14357    
-  0.190540E-02   21.9226       2.18609       2.95917       2.09855       2.92205      0.875344E-01  0.371120E-01   5.02060       1.20486       1.19832       1.09694      0.893687      0.626795       0.00000       1.09694    
-  0.208923E-02   20.8322       2.10300       2.83799       2.01035       2.79837      0.926500E-01  0.396150E-01   4.80872       1.15846       1.15151       1.05180      0.851889      0.595058       0.00000       1.05180    
-  0.229079E-02   19.7853       2.02312       2.72109       1.92508       2.67881      0.980386E-01  0.422774E-01   4.60389       1.11352       1.10614       1.00811      0.811557      0.564555       0.00000       1.00811    
-  0.251180E-02   18.7806       1.94636       2.60836       1.84265       2.56325      0.103712      0.451093E-01   4.40590       1.07000       1.06217      0.965828      0.772652      0.535253       0.00000      0.965828    
-  0.275413E-02   17.8170       1.87268       2.49973       1.76301       2.45161      0.109677      0.481222E-01   4.21461       1.02786       1.01956      0.924919      0.735146      0.507125       0.00000      0.924919    
-  0.301984E-02   16.8928       1.80199       2.39503       1.68604       2.34370      0.115952      0.513241E-01   4.02974      0.987054      0.978258      0.885327      0.698984      0.480120       0.00000      0.885327    
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+  0.158489E-03   64.1901       5.18545       7.28213       5.14885       7.25705      0.365996E-01  0.250787E-01   12.4059       2.80143       2.76902       2.65761       2.34742       1.82885       0.00000       2.65918    
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+  0.190545E-03   59.6113       4.86724       6.83013       4.82782       6.80335      0.394217E-01  0.267807E-01   11.6312       2.63427       2.60528       2.49719       2.19355       1.69925       0.00000       2.49881    
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+  0.478586      0.135480E-01  0.126114      0.247050E-01  0.319933E-02  0.810851E-03  0.122915      0.238941E-01  0.401018E-02  0.341462E-03  0.315412E-02  0.161016E-02  0.285787E-02  0.810593E-04   0.00000      -.242433E-02
+  0.524759      0.705722E-02  0.900359E-01  0.131232E-01  0.114898E-02  0.730635E-03  0.888869E-01  0.123925E-01  0.187962E-02  -.111689E-02  0.283951E-02  0.133145E-02  0.226587E-02  0.258361E-04   0.00000      -.213471E-02
+  0.575386      0.287092E-02  0.590970E-01  0.599739E-02  -.225980E-03  0.840300E-03  0.593230E-01  0.515709E-02  0.614320E-03  -.162568E-02  0.244206E-02  0.103318E-02  0.139970E-02  -.141048E-05   0.00000      -.160035E-02
+  0.630897      0.526450E-03  0.349458E-01  0.234861E-02  -.116042E-02  0.133653E-02  0.361062E-01  0.101208E-02  0.176108E-03  -.195350E-02  0.227482E-02  0.719816E-03  0.793083E-03  -.998077E-05   0.00000      -.928312E-03
+  0.691764      -.430549E-03  0.177140E-01  0.977720E-03  -.166066E-02  0.164982E-02  0.193747E-01  -.672100E-03  -.108423E-04  -.193746E-02  0.213276E-02  0.511799E-03  0.276802E-03  -.868266E-05   0.00000      -.474262E-03
+  0.758504      -.536990E-03  0.737526E-02  0.416156E-03  -.114144E-02  0.105225E-02  0.851670E-02  -.636098E-03  -.891825E-04  -.121215E-02  0.124223E-02  0.352332E-03  0.707082E-04  -.420446E-05   0.00000      -.185771E-03
+  0.831682      -.265302E-03  0.227764E-02  0.607385E-04  -.488323E-03  0.281008E-03  0.276597E-02  -.220269E-03  -.207315E-03  -.499416E-03  0.417905E-03  0.147772E-03  0.110933E-04  -.106064E-05   0.00000      -.135836E-03
+  0.911920      -.515887E-04  0.378000E-03  0.259197E-04  -.138901E-03  0.137265E-04  0.516902E-03  0.121931E-04  -.125175E-03  -.141196E-03  0.375094E-04  0.254869E-04  0.229505E-05  -.571282E-07   0.00000      -.237257E-04
+  0.999900      -.372428E-08  0.194491E-07  0.194432E-07  -.121107E-07  -.237459E-09  0.315598E-07  0.196807E-07  -.123482E-07  -.121844E-07  -.807792E-08  0.535128E-09  0.737019E-10  0.473244E-11   0.00000      0.783573E-08
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_08.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_08.txt
index 50704b1ba..459dd6ee7 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_08.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/output/pdfs_q2val_08.txt
@@ -1,103 +1,103 @@
    8317.00000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   93.3892       7.33344       10.3355       7.32026       10.3310      0.131733E-01  0.446941E-02   17.6513       3.89481       3.89399       3.73790       3.42545       2.69912       0.00000       3.73790    
-  0.109648E-03   89.7397       7.08380       9.97798       7.06979       9.97320      0.140086E-01  0.478086E-02   17.0430       3.76677       3.76589       3.61169       3.30302       2.59562       0.00000       3.61169    
-  0.120226E-03   86.2109       6.84147       9.63107       6.82657       9.62596      0.148976E-01  0.511516E-02   16.4525       3.64238       3.64144       3.48911       3.18419       2.49540       0.00000       3.48911    
-  0.131825E-03   82.7985       6.60622       9.29443       6.59039       9.28896      0.158398E-01  0.547159E-02   15.8793       3.52154       3.52053       3.37006       3.06885       2.39837       0.00000       3.37006    
-  0.144543E-03   79.4994       6.37791       8.96781       6.36107       8.96196      0.168391E-01  0.585222E-02   15.3230       3.40415       3.40308       3.25445       2.95692       2.30443       0.00000       3.25445    
-  0.158489E-03   76.3111       6.15639       8.65101       6.13849       8.64475      0.179008E-01  0.625978E-02   14.7832       3.29016       3.28901       3.14221       2.84832       2.21352       0.00000       3.14221    
-  0.173779E-03   73.2305       5.94150       8.34378       5.92247       8.33709      0.190287E-01  0.669633E-02   14.2596       3.17949       3.17825       3.03326       2.74299       2.12558       0.00000       3.03326    
-  0.190545E-03   70.2539       5.73306       8.04585       5.71283       8.03869      0.202237E-01  0.716186E-02   13.7515       3.07202       3.07070       2.92751       2.64082       2.04049       0.00000       2.92751    
-  0.208928E-03   67.3785       5.53092       7.75699       5.50943       7.74933      0.214908E-01  0.765904E-02   13.2588       2.96769       2.96628       2.82487       2.54173       1.95818       0.00000       2.82487    
-  0.229085E-03   64.6022       5.33496       7.47702       5.31213       7.46883      0.228366E-01  0.819176E-02   12.7810       2.86644       2.86493       2.72529       2.44568       1.87861       0.00000       2.72529    
-  0.251186E-03   61.9217       5.14502       7.20569       5.12076       7.19693      0.242643E-01  0.876131E-02   12.3177       2.76818       2.76656       2.62868       2.35258       1.80168       0.00000       2.62868    
-  0.275420E-03   59.3339       4.96094       6.94275       4.93516       6.93338      0.257763E-01  0.936876E-02   11.8685       2.67283       2.67110       2.53496       2.26233       1.72732       0.00000       2.53496    
-  0.301992E-03   56.8364       4.78258       6.68800       4.75520       6.67798      0.273787E-01  0.100175E-01   11.4332       2.58032       2.57846       2.44406       2.17488       1.65546       0.00000       2.44406    
-  0.331127E-03   54.4271       4.60983       6.44128       4.58075       6.43056      0.290800E-01  0.107128E-01   11.0113       2.49058       2.48860       2.35592       2.09017       1.58605       0.00000       2.35592    
-  0.363073E-03   52.1029       4.44254       6.20233       4.41166       6.19087      0.308822E-01  0.114550E-01   10.6025       2.40354       2.40143       2.27045       2.00811       1.51900       0.00000       2.27045    
-  0.398101E-03   49.8611       4.28055       5.97094       4.24776       5.95869      0.327900E-01  0.122466E-01   10.2065       2.31913       2.31686       2.18759       1.92864       1.45424       0.00000       2.18759    
-  0.436509E-03   47.6994       4.12376       5.74692       4.08895       5.73383      0.348105E-01  0.130919E-01   9.82278       2.23726       2.23485       2.10726       1.85169       1.39172       0.00000       2.10726    
-  0.478622E-03   45.6162       3.97207       5.53014       3.93511       5.51614      0.369540E-01  0.139978E-01   9.45126       2.15791       2.15533       2.02943       1.77720       1.33139       0.00000       2.02943    
-  0.524798E-03   43.6083       3.82530       5.32034       3.78608       5.30537      0.392218E-01  0.149635E-01   9.09145       2.08097       2.07822       1.95399       1.70511       1.27316       0.00000       1.95399    
-  0.575429E-03   41.6735       3.68335       5.11733       3.64173       5.10133      0.416209E-01  0.159934E-01   8.74306       2.00639       2.00346       1.88089       1.63534       1.21698       0.00000       1.88089    
-  0.630945E-03   39.8096       3.54610       4.92094       3.50194       4.90385      0.441598E-01  0.170928E-01   8.40579       1.93411       1.93098       1.81008       1.56783       1.16280       0.00000       1.81008    
-  0.691816E-03   38.0153       3.41348       4.73106       3.36663       4.71279      0.468502E-01  0.182703E-01   8.07942       1.86408       1.86073       1.74149       1.50255       1.11056       0.00000       1.74149    
-  0.758561E-03   36.2875       3.28531       4.54742       3.23562       4.52790      0.496933E-01  0.195243E-01   7.76352       1.79621       1.79265       1.67505       1.43941       1.06020       0.00000       1.67505    
-  0.831745E-03   34.6241       3.16151       4.36988       3.10881       4.34902      0.526985E-01  0.208612E-01   7.45783       1.73045       1.72665       1.61071       1.37836       1.01166       0.00000       1.61071    
-  0.911989E-03   33.0237       3.04197       4.19830       2.98609       4.17601      0.558764E-01  0.222886E-01   7.16210       1.66675       1.66271       1.54841       1.31934      0.964892       0.00000       1.54841    
-  0.999975E-03   31.4844       2.92661       4.03251       2.86737       4.00870      0.592370E-01  0.238137E-01   6.87607       1.60506       1.60075       1.48810       1.26231      0.919853       0.00000       1.48810    
-  0.109645E-02   30.0036       2.81528       3.87233       2.75250       3.84689      0.627853E-01  0.254375E-01   6.59939       1.54530       1.54071       1.42970       1.20720      0.876475       0.00000       1.42970    
-  0.120223E-02   28.5798       2.70791       3.71759       2.64138       3.69043      0.665320E-01  0.271677E-01   6.33180       1.48742       1.48254       1.37317       1.15396      0.834711       0.00000       1.37317    
-  0.131822E-02   27.2114       2.60441       3.56820       2.53392       3.53918      0.704887E-01  0.290143E-01   6.07310       1.43138       1.42619       1.31847       1.10254      0.794523       0.00000       1.31847    
-  0.144540E-02   25.8966       2.50468       3.42397       2.43001       3.39299      0.746649E-01  0.309829E-01   5.82300       1.37712       1.37160       1.26553       1.05289      0.755861       0.00000       1.26553    
-  0.158485E-02   24.6333       2.40861       3.28475       2.32954       3.25167      0.790694E-01  0.330780E-01   5.58121       1.32458       1.31871       1.21429       1.00496      0.718667       0.00000       1.21429    
-  0.173775E-02   23.4200       2.31612       3.15040       2.23241       3.11510      0.837135E-01  0.353084E-01   5.34750       1.27371       1.26748       1.16472      0.958696      0.682901       0.00000       1.16472    
-  0.190540E-02   22.2554       2.22715       3.02083       2.13854       2.98314      0.886083E-01  0.376857E-01   5.12168       1.22447       1.21785       1.11676      0.914064      0.648531       0.00000       1.11676    
-  0.208923E-02   21.1377       2.14158       2.89586       2.04782       2.85564      0.937653E-01  0.402155E-01   4.90346       1.17681       1.16978       1.07036      0.871008      0.615502       0.00000       1.07036    
-  0.229079E-02   20.0650       2.05934       2.77535       1.96015       2.73244      0.991958E-01  0.429053E-01   4.69259       1.13067       1.12321       1.02546      0.829477      0.583770       0.00000       1.02546    
-  0.251180E-02   19.0361       1.98035       2.65919       1.87544       2.61342      0.104911      0.457653E-01   4.48886       1.08600       1.07809      0.982037      0.789433      0.553295       0.00000      0.982037    
-  0.275413E-02   18.0499       1.90454       2.54729       1.79362       2.49849      0.110919      0.488066E-01   4.29211       1.04278       1.03439      0.940040      0.750845      0.524052       0.00000      0.940040    
-  0.301984E-02   17.1045       1.83183       2.43949       1.71459       2.38745      0.117236      0.520375E-01   4.10204       1.00094      0.992052      0.899415      0.713654      0.495986       0.00000      0.899415    
-  0.331118E-02   16.1984       1.76213       2.33567       1.63825       2.28020      0.123875      0.554682E-01   3.91845      0.960433      0.951022      0.860115      0.677820      0.469060       0.00000      0.860115    
-  0.363064E-02   15.3305       1.69538       2.23571       1.56453       2.17661      0.130845      0.591089E-01   3.74114      0.921225      0.911264      0.822103      0.643307      0.443239       0.00000      0.822103    
-  0.398091E-02   14.4997       1.63152       2.13957       1.49337       2.07659      0.138150      0.629716E-01   3.56996      0.883282      0.872746      0.785349      0.610087      0.418500       0.00000      0.785349    
-  0.436498E-02   13.7044       1.57047       2.04706       1.42465       1.98000      0.145812      0.670643E-01   3.40465      0.846548      0.835409      0.749794      0.578106      0.394792       0.00000      0.749794    
-  0.478610E-02   12.9433       1.51215       1.95810       1.35831       1.88670      0.153838      0.713979E-01   3.24502      0.810983      0.799215      0.715403      0.547330      0.372085       0.00000      0.715403    
-  0.524785E-02   12.2155       1.45652       1.87261       1.29429       1.79663      0.162229      0.759779E-01   3.09092      0.776556      0.764133      0.682145      0.517731      0.350351       0.00000      0.682145    
-  0.575415E-02   11.5201       1.40350       1.79050       1.23252       1.70970      0.170979      0.808062E-01   2.94222      0.743237      0.730135      0.649994      0.489284      0.329569       0.00000      0.649994    
-  0.630929E-02   10.8551       1.35303       1.71163       1.17288       1.62570      0.180147      0.859285E-01   2.79858      0.710956      0.697144      0.618876      0.461924      0.309680       0.00000      0.618876    
-  0.691799E-02   10.2194       1.30504       1.63590       1.11531       1.54455      0.189730      0.913480E-01   2.65986      0.679683      0.665131      0.588764      0.435626      0.290660       0.00000      0.588764    
-  0.758542E-02   9.61220       1.25947       1.56325       1.05975       1.46618      0.199721      0.970676E-01   2.52593      0.649385      0.634068      0.559629      0.410361      0.272483       0.00000      0.559629    
-  0.831724E-02   9.03255       1.21626       1.49358       1.00614       1.39049      0.210119      0.103091       2.39663      0.620033      0.603925      0.531443      0.386104      0.255125       0.00000      0.531443    
-  0.911966E-02   8.47963       1.17535       1.42684      0.954429       1.31742      0.220925      0.109421       2.27185      0.591598      0.574675      0.504180      0.362831      0.238565       0.00000      0.504180    
-  0.999950E-02   7.95251       1.13669       1.36294      0.904561       1.24687      0.232132      0.116062       2.15144      0.564048      0.546288      0.477811      0.340513      0.222776       0.00000      0.477811    
-  0.109642E-01   7.45025       1.10021       1.30179      0.856477       1.17878      0.243731      0.123013       2.03526      0.537352      0.518738      0.452309      0.319125      0.207734       0.00000      0.452309    
-  0.120220E-01   6.97176       1.06584       1.24332      0.810110       1.11304      0.255728      0.130285       1.92315      0.511475      0.491988      0.427640      0.298635      0.193410       0.00000      0.427640    
-  0.131819E-01   6.51615       1.03351       1.18745      0.765403       1.04957      0.268112      0.137876       1.81497      0.486386      0.466013      0.403778      0.279017      0.179779       0.00000      0.403778    
-  0.144536E-01   6.08249       1.00318       1.13409      0.722301      0.988298      0.280874      0.145790       1.71060      0.462056      0.440784      0.380696      0.260245      0.166818       0.00000      0.380696    
-  0.158481E-01   5.67002      0.974749       1.08317      0.680758      0.929163      0.293991      0.154010       1.60992      0.438460      0.416283      0.358373      0.242298      0.154506       0.00000      0.358373    
-  0.173770E-01   5.27787      0.948171       1.03463      0.640722      0.872093      0.307449      0.162537       1.51282      0.415569      0.392486      0.336787      0.225153      0.142820       0.00000      0.336787    
-  0.190535E-01   4.90533      0.923361      0.988386      0.602153      0.817042      0.321209      0.171344       1.41919      0.393364      0.369379      0.315922      0.208789      0.131741       0.00000      0.315922    
-  0.208917E-01   4.55160      0.900253      0.944368      0.565002      0.763946      0.335251      0.180422       1.32895      0.371817      0.346941      0.295756      0.193185      0.121249       0.00000      0.295756    
-  0.229073E-01   4.21601      0.878757      0.902498      0.529237      0.712770      0.349520      0.189728       1.24201      0.350914      0.325164      0.276279      0.178324      0.111326       0.00000      0.276279    
-  0.251174E-01   3.89784      0.858800      0.862705      0.494815      0.663460      0.363985      0.199245       1.15828      0.330629      0.304034      0.257474      0.164186      0.101953       0.00000      0.257474    
-  0.275406E-01   3.59648      0.840283      0.824904      0.461707      0.615994      0.378576      0.208909       1.07770      0.310952      0.283548      0.239334      0.150756      0.931126E-01   0.00000      0.239334    
-  0.301976E-01   3.31124      0.823122      0.789020      0.429877      0.570331      0.393245      0.218689       1.00021      0.291862      0.263696      0.221848      0.138016      0.847879E-01   0.00000      0.221848    
-  0.331110E-01   3.04158      0.807210      0.754959      0.399302      0.526457      0.407908      0.228502      0.925759      0.273350      0.244482      0.205012      0.125952      0.769635E-01   0.00000      0.205012    
-  0.363055E-01   2.78689      0.792447      0.722637      0.369952      0.484347      0.422495      0.238290      0.854300      0.255404      0.225903      0.188821      0.114548      0.696231E-01   0.00000      0.188821    
-  0.398081E-01   2.54665      0.778718      0.691949      0.341809      0.443996      0.436909      0.247954      0.785805      0.238016      0.207969      0.173275      0.103793      0.627521E-01   0.00000      0.173275    
-  0.436487E-01   2.32034      0.765905      0.662793      0.314851      0.405394      0.451054      0.257400      0.720245      0.221180      0.190684      0.158374      0.936716E-01  0.563355E-01   0.00000      0.158374    
-  0.478598E-01   2.10746      0.753880      0.635054      0.289063      0.368544      0.464817      0.266511      0.657607      0.204891      0.174062      0.144122      0.841718E-01  0.503591E-01   0.00000      0.144122    
-  0.524772E-01   1.90757      0.742508      0.608606      0.264432      0.333450      0.478076      0.275156      0.597882      0.189151      0.158117      0.130525      0.752809E-01  0.448089E-01   0.00000      0.130525    
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+  0.478610E-02   12.8809       1.46031       1.94559       1.30164       1.85814      0.158675      0.874416E-01   3.15978      0.786002      0.794293      0.698750      0.515634      0.364198       0.00000      0.699653    
+  0.524785E-02   12.1964       1.40812       1.86611       1.24256       1.77556      0.165563      0.905486E-01   3.01812      0.754130      0.763465      0.667317      0.488425      0.343933       0.00000      0.668163    
+  0.575415E-02   11.5389       1.35813       1.78938       1.18533       1.69560      0.172797      0.937782E-01   2.88093      0.723146      0.733590      0.636757      0.462182      0.324457       0.00000      0.637552    
+  0.630929E-02   10.9076       1.31029       1.71533       1.12990       1.61817      0.180389      0.971530E-01   2.74807      0.693008      0.704624      0.607050      0.436891      0.305745       0.00000      0.607803    
+  0.691799E-02   10.3026       1.26462       1.64398       1.07629       1.54331      0.188335      0.100665       2.61960      0.663732      0.676585      0.578201      0.412553      0.287807       0.00000      0.578919    
+  0.758542E-02   9.72179       1.22101       1.57516       1.02434       1.47079      0.196670      0.104369       2.49513      0.635238      0.649380      0.550142      0.389101      0.270582       0.00000      0.550824    
+  0.831724E-02   9.16547       1.17947       1.50890      0.974074       1.40064      0.205394      0.108261       2.37472      0.607521      0.623019      0.522899      0.366553      0.254080       0.00000      0.523542    
+  0.911966E-02   8.63271       1.13996       1.44513      0.925449       1.33277      0.214508      0.112353       2.25822      0.580582      0.597476      0.496415      0.344867      0.238276       0.00000      0.497021    
+  0.999950E-02   8.12172       1.10240       1.38366      0.878365       1.26699      0.224033      0.116669       2.14536      0.554400      0.572701      0.470589      0.323965      0.223122       0.00000      0.471169    
+  0.109642E-01   7.63327       1.06684       1.32458      0.832856       1.20339      0.233982      0.121188       2.03624      0.528983      0.548728      0.445452      0.303873      0.208639       0.00000      0.446021    
+  0.120220E-01   7.16569       1.03314       1.26773      0.788867       1.14175      0.244270      0.125983       1.93062      0.504317      0.525452      0.420967      0.284550      0.194784       0.00000      0.421515    
+  0.131819E-01   6.71809       1.00122       1.21306      0.746386       1.08195      0.254838      0.131112       1.82834      0.480426      0.502823      0.397092      0.265959      0.181536       0.00000      0.397592    
+  0.144536E-01   6.29085      0.971127       1.16059      0.705412       1.02405      0.265715      0.136545       1.72946      0.457292      0.480860      0.373852      0.248120      0.168903       0.00000      0.374284    
+  0.158481E-01   5.88212      0.942719       1.11015      0.665811      0.967897      0.276908      0.142251       1.63371      0.434769      0.459431      0.351287      0.231042      0.156838       0.00000      0.351627    
+  0.173770E-01   5.49209      0.916033       1.06173      0.627616      0.913475      0.288417      0.148260       1.54109      0.412870      0.438539      0.329381      0.214747      0.145343       0.00000      0.329592    
+  0.190535E-01   5.12015      0.890988       1.01531      0.590747      0.860801      0.300241      0.154514       1.45155      0.391550      0.418157      0.308170      0.199197      0.134406       0.00000      0.308238    
+  0.208917E-01   4.76475      0.867412      0.970792      0.555021      0.809863      0.312391      0.160929       1.36488      0.370679      0.398184      0.287738      0.184342      0.123988       0.00000      0.287690    
+  0.229073E-01   4.42647      0.845374      0.928272      0.520465      0.760699      0.324909      0.167573       1.28116      0.350262      0.378618      0.268093      0.170204      0.114104       0.00000      0.267977    
+  0.251174E-01   4.10417      0.824733      0.887416      0.487104      0.713171      0.337629      0.174245       1.20027      0.330370      0.359535      0.249148      0.156734      0.104725       0.00000      0.248910    
+  0.275406E-01   3.79707      0.805415      0.847961      0.454962      0.667154      0.350454      0.180807       1.12212      0.311059      0.341002      0.230815      0.143902      0.958313E-01   0.00000      0.230320    
+  0.301976E-01   3.50553      0.787455      0.810026      0.424028      0.622704      0.363427      0.187322       1.04673      0.292304      0.322989      0.213135      0.131723      0.874315E-01   0.00000      0.212284    
+  0.331110E-01   3.22795      0.770559      0.773521      0.394192      0.579877      0.376367      0.193644      0.974069      0.274059      0.305415      0.196226      0.120133      0.794927E-01   0.00000      0.194969    
+  0.363055E-01   2.96421      0.754722      0.738442      0.365436      0.538677      0.389287      0.199765      0.904113      0.256304      0.288269      0.180098      0.109132      0.720130E-01   0.00000      0.178395    
+  0.398081E-01   2.71418      0.739892      0.704776      0.337767      0.499108      0.402126      0.205668      0.836875      0.239061      0.271555      0.164761      0.987054E-01  0.649886E-01   0.00000      0.162565    
+  0.436487E-01   2.47687      0.725847      0.672458      0.311151      0.461199      0.414695      0.211259      0.772350      0.222355      0.255246      0.150273      0.887961E-01  0.583968E-01   0.00000      0.147556    
+  0.478598E-01   2.25255      0.712687      0.641516      0.285603      0.424919      0.427085      0.216598      0.710521      0.206202      0.239366      0.136582      0.794009E-01  0.522448E-01   0.00000      0.133308    
+  0.524772E-01   2.04078      0.700180      0.611885      0.261092      0.390352      0.439088      0.221534      0.651443      0.190538      0.223851      0.123836      0.705540E-01  0.465196E-01   0.00000      0.119981    
+  0.575400E-01   1.84108      0.688112      0.583564      0.237556      0.357612      0.450556      0.225952      0.595168      0.175298      0.208636      0.112226      0.622577E-01  0.412111E-01   0.00000      0.107765    
+  0.630913E-01   1.65364      0.676577      0.556570      0.215012      0.326663      0.461565      0.229907      0.541675      0.160507      0.193747      0.101689      0.545054E-01  0.363246E-01   0.00000      0.965919E-01
+  0.691782E-01   1.47831      0.665417      0.530521      0.193640      0.297302      0.471777      0.233220      0.490941      0.146220      0.179203      0.919326E-01  0.474202E-01  0.318348E-01   0.00000      0.862636E-01
+  0.758523E-01   1.31599      0.654702      0.505439      0.173598      0.269621      0.481104      0.235818      0.443220      0.132481      0.165052      0.829496E-01  0.411172E-01  0.277728E-01   0.00000      0.767960E-01
+  0.831703E-01   1.16531      0.644288      0.481197      0.154701      0.243435      0.489587      0.237762      0.398136      0.119241      0.151230      0.746804E-01  0.354599E-01  0.240869E-01   0.00000      0.681185E-01
+  0.911943E-01   1.02392      0.633764      0.457327      0.136723      0.218301      0.497041      0.239026      0.355024      0.106457      0.137623      0.668592E-01  0.302664E-01  0.206709E-01   0.00000      0.600066E-01
+  0.999925E-01  0.897517      0.623044      0.434060      0.120242      0.194888      0.502802      0.239172      0.315130      0.944189E-01  0.124377      0.597713E-01  0.258230E-01  0.176948E-01   0.00000      0.528156E-01
+  0.109639      0.781463      0.611654      0.410919      0.104862      0.172691      0.506792      0.238228      0.277553      0.830259E-01  0.111424      0.531264E-01  0.218362E-01  0.150161E-01   0.00000      0.462506E-01
+  0.120217      0.675965      0.599297      0.387595      0.907704E-01  0.151591      0.508526      0.236004      0.242361      0.723518E-01  0.987462E-01  0.468640E-01  0.184185E-01  0.126398E-01   0.00000      0.402047E-01
+  0.131815      0.580645      0.585577      0.363875      0.779608E-01  0.131569      0.507616      0.232306      0.209530      0.624487E-01  0.863739E-01  0.409644E-01  0.155121E-01  0.105428E-01   0.00000      0.346522E-01
+  0.144533      0.494864      0.569997      0.339649      0.664244E-01  0.112648      0.503573      0.227001      0.179073      0.533787E-01  0.743457E-01  0.354260E-01  0.130457E-01  0.870243E-02   0.00000      0.296003E-01
+  0.158477      0.417812      0.552143      0.314905      0.561284E-01  0.949371E-01  0.496015      0.219968      0.151066      0.451518E-01  0.627577E-01  0.302706E-01  0.109766E-01  0.710469E-02   0.00000      0.250747E-01
+  0.173766      0.349001      0.531474      0.289629      0.469810E-01  0.784711E-01  0.484493      0.211158      0.125452      0.377475E-01  0.517621E-01  0.255075E-01  0.923354E-02  0.572042E-02   0.00000      0.209886E-01
+  0.190530      0.288121      0.507768      0.263886      0.389258E-01  0.634077E-01  0.468842      0.200478      0.102333      0.310889E-01  0.415462E-01  0.211632E-01  0.783686E-02  0.454609E-02   0.00000      0.173154E-01
+  0.208912      0.234786      0.480731      0.237806      0.319171E-01  0.499829E-01  0.448814      0.187824      0.819000E-01  0.251835E-01  0.322924E-01  0.172511E-01  0.673359E-02  0.355730E-02   0.00000      0.141332E-01
+  0.229067      0.188549      0.450352      0.211553      0.258232E-01  0.383008E-01  0.424529      0.173252      0.641240E-01  0.199383E-01  0.241655E-01  0.137909E-01  0.588497E-02  0.273761E-02   0.00000      0.113977E-01
+  0.251167      0.149059      0.416613      0.185041      0.206835E-01  0.283453E-01  0.395930      0.156695      0.490289E-01  0.153823E-01  0.173325E-01  0.107840E-01  0.530124E-02  0.206780E-02   0.00000      0.894501E-02
+  0.275399      0.115826      0.379409      0.158389      0.163943E-01  0.201671E-01  0.363014      0.138222      0.365614E-01  0.114528E-01  0.119282E-01  0.824997E-02  0.494150E-02  0.152840E-02   0.00000      0.671058E-02
+  0.301969      0.883268E-01  0.339479      0.132093      0.128650E-01  0.138323E-01  0.326614      0.118261      0.266973E-01  0.814151E-02  0.797721E-02  0.621107E-02  0.472352E-02  0.110029E-02   0.00000      0.475478E-02
+  0.331102      0.658392E-01  0.296989      0.106305      0.101041E-01  0.904167E-02  0.286885      0.972637E-01  0.191457E-01  0.559235E-02  0.540499E-02  0.458346E-02  0.451172E-02  0.764850E-03   0.00000      0.287183E-02
+  0.363046      0.476540E-01  0.252824      0.812638E-01  0.798318E-02  0.565106E-02  0.244841      0.756127E-01  0.136342E-01  0.372654E-02  0.429303E-02  0.332323E-02  0.425664E-02  0.506579E-03   0.00000      0.851454E-03
+  0.398071      0.330691E-01  0.207841      0.589623E-01  0.641273E-02  0.346011E-02  0.201428      0.555022E-01  0.987284E-02  0.254144E-02  0.375169E-02  0.247187E-02  0.387129E-02  0.313064E-03   0.00000      -.604644E-03
+  0.436476      0.217075E-01  0.163958      0.397090E-01  0.493598E-02  0.184350E-02  0.159022      0.378655E-01  0.677948E-02  0.154775E-02  0.341335E-02  0.194171E-02  0.338823E-02  0.173898E-03   0.00000      -.174374E-02
+  0.478586      0.129436E-01  0.123511      0.240582E-01  0.309119E-02  0.816163E-03  0.120420      0.232421E-01  0.390735E-02  0.286031E-03  0.312013E-02  0.158590E-02  0.280516E-02  0.805122E-04   0.00000      -.238448E-02
+  0.524759      0.670450E-02  0.880019E-01  0.127514E-01  0.108701E-02  0.735692E-03  0.869149E-01  0.120157E-01  0.182270E-02  -.112616E-02  0.280092E-02  0.130751E-02  0.221317E-02  0.254399E-04   0.00000      -.209067E-02
+  0.575386      0.270551E-02  0.576382E-01  0.581551E-02  -.253903E-03  0.847023E-03  0.578921E-01  0.496848E-02  0.593120E-03  -.161692E-02  0.240892E-02  0.101203E-02  0.136301E-02  -.157697E-05   0.00000      -.156032E-02
+  0.630897      0.486153E-03  0.339996E-01  0.227648E-02  -.115777E-02  0.132525E-02  0.351573E-01  0.951227E-03  0.167479E-03  -.192668E-02  0.223772E-02  0.703920E-03  0.768902E-03  -.997018E-05   0.00000      -.902498E-03
+  0.691764      -.408646E-03  0.171884E-01  0.946826E-03  -.162595E-02  0.161271E-02  0.188144E-01  -.665880E-03  -.132439E-04  -.189245E-02  0.208097E-02  0.500192E-03  0.266502E-03  -.859597E-05   0.00000      -.459667E-03
+  0.758504      -.499473E-03  0.713523E-02  0.400051E-03  -.110961E-02  0.101786E-02  0.824484E-02  -.617809E-03  -.917487E-04  -.117778E-02  0.120370E-02  0.341842E-03  0.681705E-04  -.413549E-05   0.00000      -.181706E-03
+  0.831682      -.243612E-03  0.219359E-02  0.578145E-04  -.471887E-03  0.269850E-03  0.266548E-02  -.212036E-03  -.202037E-03  -.482485E-03  0.402382E-03  0.142508E-03  0.105980E-04  -.103601E-05   0.00000      -.131496E-03
+  0.911920      -.464614E-04  0.360958E-03  0.254119E-04  -.132783E-03  0.128290E-04  0.493740E-03  0.125829E-04  -.119954E-03  -.134979E-03  0.353396E-04  0.243238E-04  0.219623E-05  -.553281E-07   0.00000      -.224552E-04
+  0.999900      -.315264E-08  0.180900E-07  0.180910E-07  -.112666E-07  -.219393E-09  0.293565E-07  0.183104E-07  -.114860E-07  -.113351E-07  -.751628E-08  0.497452E-09  0.685230E-10  0.441871E-11   0.00000      0.729247E-08
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/parameters.yaml b/examples/charmCCxFitterFONLLBPredictionsLHeC/parameters.yaml
index 948a0be23..81f5a124b 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/parameters.yaml
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/parameters.yaml
@@ -5,72 +5,6 @@ MINUIT:
     call fcn 1
     call fcn 3
 
-DefaultEvolution: proton-APFELff
-
-Parameters:
-  Ag   :  DEPENDENT
-  Bg   : [ -0.161953, 0.27 ]
-  Cg   : [  5.562367,  0.32 ]
-  Agp  : [ 0.07311, 0.01 ]  # negative gluon ....
-  Bgp  : [ -0.383100, 0.01 ]
-  Cgp  : [ 25.0, 0.]  # fix C of negative gluon
-  Auv  :  DEPENDENT
-  Buv  : [ 0.810476, 0.016 ]
-  Cuv  : [ 4.823512, 0.06 ]
-  Duv  : [    0     ]
-  Euv  : [ 9.921366, 0.8 ]
-  Adv  :  DEPENDENT
-  Bdv  : [ 1.029995, 0.06 ]
-  Cdv  : [ 4.846279, 0.3 ]
-  Aubar: [ 0.0, 0.0 ] # not used (Aubar=Adbar)
-  Bubar: [ 0.0, 0.0  ] # not used (Bubar=Bdbar)
-  Cubar: [ 7.059694, 0.8 ]
-  Dubar: [ 1.548098, 1.0 ]
-  Adbar: [ 0.1613, 0.01 ]
-  Bdbar: [ -0.1273, 0.004  ]
-  Cdbar: # another example of providing value, step etc.
-    value: 9.586246
-    step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
-  ZERO : [ 0. ]          # zero
-  fs   :   0.4   #no step means fixed
-  DbarToS: "=fs/(1-fs)"
-
-Parameterisations:
-  par_uv:
-    class: HERAPDF
-    parameters: [Auv,Buv,Cuv,Duv,Euv]
-  par_dv:
-    class: HERAPDF
-    parameters: [Adv,Bdv,Cdv]
-  par_ubar:
-    class: HERAPDF
-    parameters: [Adbar,Bdbar,Cubar,Dubar]
-  par_dbar:
-    class: HERAPDF
-    parameters: [Adbar,Bdbar,Cdbar]
-  par_s: # s=fs/(1-fs) * Dbar
-    class: Factor
-    factor: DbarToS #name of parameter
-    input: par_dbar
-  par_g:
-    class: NegativeGluon
-    parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-
-DefaultDecomposition: proton
-Decompositions:
-  proton:
-    class: UvDvUbarDbarS
-    xuv: par_uv
-    xdv: par_dv
-    xubar: par_ubar
-    xdbar: par_dbar
-    xs: par_s
-    xg: par_g
-
 Evolutions:
   proton-LHAPDF:
     class: LHAPDF
@@ -78,17 +12,18 @@ Evolutions:
     member: 0
   proton-APFELff:
     ? !include evolutions/APFEL.yaml
-    decomposition: proton
+    decomposition: None
     FONLLVariant : "B"
     heavyQuarkMassScheme : "MSBar"
     heavyQuarkMassRunning : "On"
-    #EvolutionCopy: "proton-LHAPDF"
 
 ? !include constants.yaml
 
 alphas : 0.118
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
+DefaultEvolution: proton-LHAPDF
+
 byReaction:
   FONLL_DISCC:
     ? !include reactions/FONLL_DISCC.yaml
diff --git a/examples/charmCCxFitterFONLLBPredictionsLHeC/steering.txt b/examples/charmCCxFitterFONLLBPredictionsLHeC/steering.txt
index add016e0a..0cf1d3560 100644
--- a/examples/charmCCxFitterFONLLBPredictionsLHeC/steering.txt
+++ b/examples/charmCCxFitterFONLLBPredictionsLHeC/steering.txt
@@ -63,24 +63,35 @@
   ! WriteLHAPDF5 = false
 &End
 
+*
+* (Optional) MC errors steering cards. Used here to set data=theory
+*
+&MCErrors
+  ! Activate MC method for error estimation if lRand = True
+  lRAND   = True
+  
+  ! Use data (true, default) or theory (false) for the central values of the MC replica
+  lRANDDATA = False
+
+  ! MC method Seed
+  ISeedMC = 123456 
+
+  ! --- Choose what distribution for the random number generator 
+  ! STATYPE (SYS_TYPE)  =   1  gauss
+  ! STATYPE (SYS_TYPE)  =   2  uniform
+  ! STATYPE (SYS_TYPE)  =   3  lognormal
+  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
+  !
+  ! STATYPE = SYS_TYPE = 0 with lRANDDATA = False and lRAND   = True yeilds in substitution of data by theory (useful for sensitivity tests)
+  !
+  STATYPE =  0
+  SYSTYPE =  0
+&End
 
 
 *
 * Process dependent cuts
 *
 &Cuts
-
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
 &End
 
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/README.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/README.txt
index 201c32f3c..39347af75 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/README.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/README.txt
@@ -1,4 +1,2 @@
 Example from 1907.01014 how to do PDF profiling for charm CC production at LHeC using FONLL-B scheme and ABMP16 PDFs.
 chi2 is expected to be 0.
-TODO: update once storing info for PDF profiling plots will be available.
-TODO: to be updated once evolutionCopy will work for APFELff evolution (this test should fail then)
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/Results.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/Results.txt
index 6d30d3632..708f8e7c6 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/Results.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/Results.txt
@@ -1,111 +1,110 @@
- First iteration    689.21217189697245              100   6.8921217189697241     
-After minimisation     689.21   100     6.892
+After minimisation       0.00   114     0.000
 
   Partial chi2s 
-Dataset    1    689.21( +0.00)   114  str100 CC e-p                                   
+Dataset    1      0.00( +0.00)   114  str100 CC e-p                                   
 
  Correlated Chi2    0.0000000000000000     
  Log penalty Chi2    1.5543122344752192E-015
  Systematic shifts          100
   
                                 Name          Shift   +/-    Error          Type
-    1  PDF_nuisance_param_1                  -0.0000   +/-   1.0000        :N:M:T
-    2  PDF_nuisance_param_2                   0.0000   +/-   1.0000        :N:M:T
-    3  PDF_nuisance_param_3                   0.0000   +/-   1.0000        :N:M:T
-    4  PDF_nuisance_param_4                   0.0000   +/-   1.0000        :N:M:T
-    5  PDF_nuisance_param_5                   0.0000   +/-   1.0000        :N:M:T
-    6  PDF_nuisance_param_6                   0.0000   +/-   1.0000        :N:M:T
-    7  PDF_nuisance_param_7                   0.0000   +/-   1.0000        :N:M:T
-    8  PDF_nuisance_param_8                   0.0000   +/-   1.0000        :N:M:T
-    9  PDF_nuisance_param_9                   0.0000   +/-   1.0000        :N:M:T
-   10  PDF_nuisance_param_10                  0.0000   +/-   1.0000        :N:M:T
-   11  PDF_nuisance_param_11                  0.0000   +/-   1.0000        :N:M:T
-   12  PDF_nuisance_param_12                  0.0000   +/-   1.0000        :N:M:T
-   13  PDF_nuisance_param_13                  0.0000   +/-   1.0000        :N:M:T
-   14  PDF_nuisance_param_14                  0.0000   +/-   1.0000        :N:M:T
-   15  PDF_nuisance_param_15                  0.0000   +/-   1.0000        :N:M:T
-   16  PDF_nuisance_param_16                  0.0000   +/-   1.0000        :N:M:T
-   17  PDF_nuisance_param_17                  0.0000   +/-   1.0000        :N:M:T
-   18  PDF_nuisance_param_18                  0.0000   +/-   1.0000        :N:M:T
-   19  PDF_nuisance_param_19                  0.0000   +/-   1.0000        :N:M:T
-   20  PDF_nuisance_param_20                  0.0000   +/-   1.0000        :N:M:T
-   21  PDF_nuisance_param_21                  0.0000   +/-   1.0000        :N:M:T
-   22  PDF_nuisance_param_22                  0.0000   +/-   1.0000        :N:M:T
-   23  PDF_nuisance_param_23                  0.0000   +/-   1.0000        :N:M:T
-   24  PDF_nuisance_param_24                  0.0000   +/-   1.0000        :N:M:T
-   25  PDF_nuisance_param_25                  0.0000   +/-   1.0000        :N:M:T
-   26  PDF_nuisance_param_26                  0.0000   +/-   1.0000        :N:M:T
-   27  PDF_nuisance_param_27                  0.0000   +/-   1.0000        :N:M:T
-   28  PDF_nuisance_param_28                  0.0000   +/-   1.0000        :N:M:T
-   29  PDF_nuisance_param_29                  0.0000   +/-   1.0000        :N:M:T
-   30  PDF_nuisance_param_30                  0.0000   +/-   1.0000        :N:M:T
-   31  PDF_nuisance_param_31                  0.0000   +/-   1.0000        :N:M:T
-   32  PDF_nuisance_param_32                  0.0000   +/-   1.0000        :N:M:T
-   33  PDF_nuisance_param_33                  0.0000   +/-   1.0000        :N:M:T
-   34  PDF_nuisance_param_34                  0.0000   +/-   1.0000        :N:M:T
-   35  PDF_nuisance_param_35                  0.0000   +/-   1.0000        :N:M:T
-   36  PDF_nuisance_param_36                  0.0000   +/-   1.0000        :N:M:T
-   37  PDF_nuisance_param_37                  0.0000   +/-   1.0000        :N:M:T
-   38  PDF_nuisance_param_38                  0.0000   +/-   1.0000        :N:M:T
-   39  PDF_nuisance_param_39                  0.0000   +/-   1.0000        :N:M:T
-   40  PDF_nuisance_param_40                  0.0000   +/-   1.0000        :N:M:T
-   41  PDF_nuisance_param_41                  0.0000   +/-   1.0000        :N:M:T
-   42  PDF_nuisance_param_42                  0.0000   +/-   1.0000        :N:M:T
-   43  PDF_nuisance_param_43                  0.0000   +/-   1.0000        :N:M:T
-   44  PDF_nuisance_param_44                  0.0000   +/-   1.0000        :N:M:T
-   45  PDF_nuisance_param_45                  0.0000   +/-   1.0000        :N:M:T
-   46  PDF_nuisance_param_46                  0.0000   +/-   1.0000        :N:M:T
-   47  PDF_nuisance_param_47                  0.0000   +/-   1.0000        :N:M:T
-   48  PDF_nuisance_param_48                  0.0000   +/-   1.0000        :N:M:T
-   49  PDF_nuisance_param_49                  0.0000   +/-   1.0000        :N:M:T
-   50  PDF_nuisance_param_50                  0.0000   +/-   1.0000        :N:M:T
-   51  PDF_nuisance_param_51                  0.0000   +/-   1.0000        :N:M:T
-   52  PDF_nuisance_param_52                  0.0000   +/-   1.0000        :N:M:T
-   53  PDF_nuisance_param_53                  0.0000   +/-   1.0000        :N:M:T
-   54  PDF_nuisance_param_54                  0.0000   +/-   1.0000        :N:M:T
-   55  PDF_nuisance_param_55                  0.0000   +/-   1.0000        :N:M:T
-   56  PDF_nuisance_param_56                  0.0000   +/-   1.0000        :N:M:T
-   57  PDF_nuisance_param_57                  0.0000   +/-   1.0000        :N:M:T
-   58  PDF_nuisance_param_58                  0.0000   +/-   1.0000        :N:M:T
-   59  PDF_nuisance_param_59                  0.0000   +/-   1.0000        :N:M:T
-   60  PDF_nuisance_param_60                  0.0000   +/-   1.0000        :N:M:T
-   61  PDF_nuisance_param_61                  0.0000   +/-   1.0000        :N:M:T
-   62  PDF_nuisance_param_62                  0.0000   +/-   1.0000        :N:M:T
-   63  PDF_nuisance_param_63                  0.0000   +/-   1.0000        :N:M:T
-   64  PDF_nuisance_param_64                  0.0000   +/-   1.0000        :N:M:T
-   65  PDF_nuisance_param_65                  0.0000   +/-   1.0000        :N:M:T
-   66  PDF_nuisance_param_66                  0.0000   +/-   1.0000        :N:M:T
-   67  PDF_nuisance_param_67                  0.0000   +/-   1.0000        :N:M:T
-   68  PDF_nuisance_param_68                  0.0000   +/-   1.0000        :N:M:T
-   69  PDF_nuisance_param_69                  0.0000   +/-   1.0000        :N:M:T
-   70  PDF_nuisance_param_70                  0.0000   +/-   1.0000        :N:M:T
-   71  PDF_nuisance_param_71                  0.0000   +/-   1.0000        :N:M:T
-   72  PDF_nuisance_param_72                  0.0000   +/-   1.0000        :N:M:T
-   73  PDF_nuisance_param_73                  0.0000   +/-   1.0000        :N:M:T
-   74  PDF_nuisance_param_74                  0.0000   +/-   1.0000        :N:M:T
-   75  PDF_nuisance_param_75                  0.0000   +/-   1.0000        :N:M:T
-   76  PDF_nuisance_param_76                  0.0000   +/-   1.0000        :N:M:T
-   77  PDF_nuisance_param_77                  0.0000   +/-   1.0000        :N:M:T
-   78  PDF_nuisance_param_78                  0.0000   +/-   1.0000        :N:M:T
-   79  PDF_nuisance_param_79                  0.0000   +/-   1.0000        :N:M:T
-   80  PDF_nuisance_param_80                  0.0000   +/-   1.0000        :N:M:T
-   81  PDF_nuisance_param_81                  0.0000   +/-   1.0000        :N:M:T
-   82  PDF_nuisance_param_82                  0.0000   +/-   1.0000        :N:M:T
-   83  PDF_nuisance_param_83                  0.0000   +/-   1.0000        :N:M:T
-   84  PDF_nuisance_param_84                  0.0000   +/-   1.0000        :N:M:T
-   85  PDF_nuisance_param_85                  0.0000   +/-   1.0000        :N:M:T
-   86  PDF_nuisance_param_86                  0.0000   +/-   1.0000        :N:M:T
-   87  PDF_nuisance_param_87                  0.0000   +/-   1.0000        :N:M:T
-   88  PDF_nuisance_param_88                  0.0000   +/-   1.0000        :N:M:T
-   89  PDF_nuisance_param_89                  0.0000   +/-   1.0000        :N:M:T
-   90  PDF_nuisance_param_90                  0.0000   +/-   1.0000        :N:M:T
-   91  PDF_nuisance_param_91                  0.0000   +/-   1.0000        :N:M:T
-   92  PDF_nuisance_param_92                  0.0000   +/-   1.0000        :N:M:T
-   93  PDF_nuisance_param_93                  0.0000   +/-   1.0000        :N:M:T
-   94  PDF_nuisance_param_94                  0.0000   +/-   1.0000        :N:M:T
-   95  PDF_nuisance_param_95                  0.0000   +/-   1.0000        :N:M:T
-   96  PDF_nuisance_param_96                  0.0000   +/-   1.0000        :N:M:T
-   97  PDF_nuisance_param_97                  0.0000   +/-   1.0000        :N:M:T
-   98  PDF_nuisance_param_98                  0.0000   +/-   1.0000        :N:M:T
-   99  PDF_nuisance_param_99                  0.0000   +/-   1.0000        :N:M:T
-  100  PDF_nuisance_param_100                 0.0000   +/-   1.0000        :N:M:T
+    1  PDF_nuisance_param_1                   0.0000   +/-   0.9140        :N:M:T
+    2  PDF_nuisance_param_2                   0.0000   +/-   0.8386        :N:M:T
+    3  PDF_nuisance_param_3                   0.0000   +/-   0.9453        :N:M:T
+    4  PDF_nuisance_param_4                   0.0000   +/-   0.6514        :N:M:T
+    5  PDF_nuisance_param_5                   0.0000   +/-   0.9444        :N:M:T
+    6  PDF_nuisance_param_6                   0.0000   +/-   0.9703        :N:M:T
+    7  PDF_nuisance_param_7                   0.0000   +/-   0.9499        :N:M:T
+    8  PDF_nuisance_param_8                   0.0000   +/-   0.9713        :N:M:T
+    9  PDF_nuisance_param_9                   0.0000   +/-   0.9052        :N:M:T
+   10  PDF_nuisance_param_10                  0.0000   +/-   0.8576        :N:M:T
+   11  PDF_nuisance_param_11                  0.0000   +/-   0.9712        :N:M:T
+   12  PDF_nuisance_param_12                  0.0000   +/-   0.9452        :N:M:T
+   13  PDF_nuisance_param_13                  0.0000   +/-   0.9543        :N:M:T
+   14  PDF_nuisance_param_14                  0.0000   +/-   0.9354        :N:M:T
+   15  PDF_nuisance_param_15                  0.0000   +/-   0.9219        :N:M:T
+   16  PDF_nuisance_param_16                  0.0000   +/-   0.9321        :N:M:T
+   17  PDF_nuisance_param_17                  0.0000   +/-   0.9696        :N:M:T
+   18  PDF_nuisance_param_18                  0.0000   +/-   0.9641        :N:M:T
+   19  PDF_nuisance_param_19                  0.0000   +/-   0.9540        :N:M:T
+   20  PDF_nuisance_param_20                  0.0000   +/-   0.9107        :N:M:T
+   21  PDF_nuisance_param_21                  0.0000   +/-   0.8844        :N:M:T
+   22  PDF_nuisance_param_22                  0.0000   +/-   0.9948        :N:M:T
+   23  PDF_nuisance_param_23                  0.0000   +/-   0.9806        :N:M:T
+   24  PDF_nuisance_param_24                  0.0000   +/-   0.9590        :N:M:T
+   25  PDF_nuisance_param_25                  0.0000   +/-   0.9471        :N:M:T
+   26  PDF_nuisance_param_26                  0.0000   +/-   0.9933        :N:M:T
+   27  PDF_nuisance_param_27                  0.0000   +/-   0.9594        :N:M:T
+   28  PDF_nuisance_param_28                  0.0000   +/-   0.9751        :N:M:T
+   29  PDF_nuisance_param_29                  0.0000   +/-   0.9202        :N:M:T
+   30  PDF_nuisance_param_30                  0.0000   +/-   0.7689        :N:M:T
+   31  PDF_nuisance_param_31                  0.0000   +/-   0.9754        :N:M:T
+   32  PDF_nuisance_param_32                  0.0000   +/-   0.9736        :N:M:T
+   33  PDF_nuisance_param_33                  0.0000   +/-   0.9282        :N:M:T
+   34  PDF_nuisance_param_34                  0.0000   +/-   0.9492        :N:M:T
+   35  PDF_nuisance_param_35                  0.0000   +/-   0.9289        :N:M:T
+   36  PDF_nuisance_param_36                  0.0000   +/-   0.9409        :N:M:T
+   37  PDF_nuisance_param_37                  0.0000   +/-   0.9204        :N:M:T
+   38  PDF_nuisance_param_38                  0.0000   +/-   0.9356        :N:M:T
+   39  PDF_nuisance_param_39                  0.0000   +/-   0.9869        :N:M:T
+   40  PDF_nuisance_param_40                  0.0000   +/-   0.9716        :N:M:T
+   41  PDF_nuisance_param_41                  0.0000   +/-   0.9486        :N:M:T
+   42  PDF_nuisance_param_42                  0.0000   +/-   0.9808        :N:M:T
+   43  PDF_nuisance_param_43                  0.0000   +/-   0.9664        :N:M:T
+   44  PDF_nuisance_param_44                  0.0000   +/-   0.9795        :N:M:T
+   45  PDF_nuisance_param_45                  0.0000   +/-   0.9677        :N:M:T
+   46  PDF_nuisance_param_46                  0.0000   +/-   0.9834        :N:M:T
+   47  PDF_nuisance_param_47                  0.0000   +/-   0.9797        :N:M:T
+   48  PDF_nuisance_param_48                  0.0000   +/-   0.8868        :N:M:T
+   49  PDF_nuisance_param_49                  0.0000   +/-   0.9714        :N:M:T
+   50  PDF_nuisance_param_50                  0.0000   +/-   0.9653        :N:M:T
+   51  PDF_nuisance_param_51                  0.0000   +/-   0.9586        :N:M:T
+   52  PDF_nuisance_param_52                  0.0000   +/-   0.9711        :N:M:T
+   53  PDF_nuisance_param_53                  0.0000   +/-   0.9695        :N:M:T
+   54  PDF_nuisance_param_54                  0.0000   +/-   0.9440        :N:M:T
+   55  PDF_nuisance_param_55                  0.0000   +/-   0.9854        :N:M:T
+   56  PDF_nuisance_param_56                  0.0000   +/-   0.9173        :N:M:T
+   57  PDF_nuisance_param_57                  0.0000   +/-   0.9810        :N:M:T
+   58  PDF_nuisance_param_58                  0.0000   +/-   0.9338        :N:M:T
+   59  PDF_nuisance_param_59                  0.0000   +/-   0.9435        :N:M:T
+   60  PDF_nuisance_param_60                  0.0000   +/-   0.9634        :N:M:T
+   61  PDF_nuisance_param_61                  0.0000   +/-   0.9884        :N:M:T
+   62  PDF_nuisance_param_62                  0.0000   +/-   0.9716        :N:M:T
+   63  PDF_nuisance_param_63                  0.0000   +/-   0.9663        :N:M:T
+   64  PDF_nuisance_param_64                  0.0000   +/-   0.9703        :N:M:T
+   65  PDF_nuisance_param_65                  0.0000   +/-   0.9859        :N:M:T
+   66  PDF_nuisance_param_66                  0.0000   +/-   0.9791        :N:M:T
+   67  PDF_nuisance_param_67                  0.0000   +/-   0.9636        :N:M:T
+   68  PDF_nuisance_param_68                  0.0000   +/-   0.9545        :N:M:T
+   69  PDF_nuisance_param_69                  0.0000   +/-   0.9650        :N:M:T
+   70  PDF_nuisance_param_70                  0.0000   +/-   0.9829        :N:M:T
+   71  PDF_nuisance_param_71                  0.0000   +/-   0.9599        :N:M:T
+   72  PDF_nuisance_param_72                  0.0000   +/-   0.9825        :N:M:T
+   73  PDF_nuisance_param_73                  0.0000   +/-   0.9776        :N:M:T
+   74  PDF_nuisance_param_74                  0.0000   +/-   0.9786        :N:M:T
+   75  PDF_nuisance_param_75                  0.0000   +/-   0.9776        :N:M:T
+   76  PDF_nuisance_param_76                  0.0000   +/-   0.9694        :N:M:T
+   77  PDF_nuisance_param_77                  0.0000   +/-   0.9607        :N:M:T
+   78  PDF_nuisance_param_78                  0.0000   +/-   0.9677        :N:M:T
+   79  PDF_nuisance_param_79                  0.0000   +/-   0.9736        :N:M:T
+   80  PDF_nuisance_param_80                  0.0000   +/-   0.9823        :N:M:T
+   81  PDF_nuisance_param_81                  0.0000   +/-   0.9780        :N:M:T
+   82  PDF_nuisance_param_82                  0.0000   +/-   0.9947        :N:M:T
+   83  PDF_nuisance_param_83                  0.0000   +/-   0.9820        :N:M:T
+   84  PDF_nuisance_param_84                  0.0000   +/-   0.9692        :N:M:T
+   85  PDF_nuisance_param_85                  0.0000   +/-   0.9892        :N:M:T
+   86  PDF_nuisance_param_86                  0.0000   +/-   0.9918        :N:M:T
+   87  PDF_nuisance_param_87                  0.0000   +/-   0.9834        :N:M:T
+   88  PDF_nuisance_param_88                  0.0000   +/-   0.9841        :N:M:T
+   89  PDF_nuisance_param_89                  0.0000   +/-   0.9635        :N:M:T
+   90  PDF_nuisance_param_90                  0.0000   +/-   0.9766        :N:M:T
+   91  PDF_nuisance_param_91                  0.0000   +/-   0.9809        :N:M:T
+   92  PDF_nuisance_param_92                  0.0000   +/-   0.9555        :N:M:T
+   93  PDF_nuisance_param_93                  0.0000   +/-   0.9737        :N:M:T
+   94  PDF_nuisance_param_94                  0.0000   +/-   0.9759        :N:M:T
+   95  PDF_nuisance_param_95                  0.0000   +/-   0.9724        :N:M:T
+   96  PDF_nuisance_param_96                  0.0000   +/-   0.9779        :N:M:T
+   97  PDF_nuisance_param_97                  0.0000   +/-   0.9805        :N:M:T
+   98  PDF_nuisance_param_98                  0.0000   +/-   0.9683        :N:M:T
+   99  PDF_nuisance_param_99                  0.0000   +/-   0.9794        :N:M:T
+  100  PDF_nuisance_param_100                 0.0000   +/-   0.9883        :N:M:T
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/Results_00.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/Results_00.txt
new file mode 100644
index 000000000..664070ee6
--- /dev/null
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/Results_00.txt
@@ -0,0 +1,10 @@
+After minimisation       0.00   114     0.000
+
+  Partial chi2s 
+Dataset    1      0.00( +0.00)   114  str100 CC e-p                                   
+
+ Correlated Chi2    0.0000000000000000     
+ Log penalty Chi2    1.5543122344752192E-015
+ Systematic shifts            0
+  
+                                Name          Shift   +/-    Error          Type
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/fittedresults.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/fittedresults.txt
index 957ba791a..d41f3e6b3 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/fittedresults.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/fittedresults.txt
@@ -2,117 +2,117 @@
           66
  str100 CC e-p                                                                   
  x           Q2          y              data      +- uncor     +- tot     th orig         th mod   therr+         therr-     pull    iset       iplot
- 0.10000E-03 0.10000E+03 0.59520E+00 0.23102E+01 0.97490E-01 0.97490E-01 0.29332E+01 0.29332E+01 0.00000E+00 0.00000E+00 -.63908E+01   66 999/0.00000E+00
- 0.25000E-03 0.10000E+03 0.23810E+00 0.27699E+01 0.99993E-01 0.99993E-01 0.33139E+01 0.33139E+01 0.00000E+00 0.00000E+00 -.54403E+01   66 999/0.00000E+00
- 0.35000E-03 0.10000E+03 0.17010E+00 0.27271E+01 0.94903E-01 0.94903E-01 0.32028E+01 0.32028E+01 0.00000E+00 0.00000E+00 -.50120E+01   66 999/0.00000E+00
- 0.50000E-03 0.10000E+03 0.11900E+00 0.26024E+01 0.89523E-01 0.89523E-01 0.30034E+01 0.30034E+01 0.00000E+00 0.00000E+00 -.44794E+01   66 999/0.00000E+00
- 0.10000E-02 0.10000E+03 0.59500E-01 0.22306E+01 0.69818E-01 0.69818E-01 0.25028E+01 0.25028E+01 0.00000E+00 0.00000E+00 -.38983E+01   66 999/0.00000E+00
- 0.25000E-02 0.10000E+03 0.23800E-01 0.16677E+01 0.60204E-01 0.60204E-01 0.18194E+01 0.18194E+01 0.00000E+00 0.00000E+00 -.25195E+01   66 999/0.00000E+00
- 0.35000E-02 0.10000E+03 0.17000E-01 0.14685E+01 0.53600E-01 0.53600E-01 0.15896E+01 0.15896E+01 0.00000E+00 0.00000E+00 -.22591E+01   66 999/0.00000E+00
- 0.50000E-02 0.10000E+03 0.11900E-01 0.12675E+01 0.48545E-01 0.48545E-01 0.13630E+01 0.13630E+01 0.00000E+00 0.00000E+00 -.19676E+01   66 999/0.00000E+00
- 0.10000E-01 0.10000E+03 0.60000E-02 0.91340E+00 0.36445E-01 0.36445E-01 0.97417E+00 0.97417E+00 0.00000E+00 0.00000E+00 -.16676E+01   66 999/0.00000E+00
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+ 0.80000E-01 0.32000E+04 0.23800E-01 0.16435E+00 0.61362E-02 0.61362E-02 0.16435E+00 0.16435E+00 0.85091E-02 0.85091E-02 0.00000E+00   66 999/0.00000E+00
+ 0.15000E+00 0.32000E+04 0.12700E-01 0.62718E-01 0.27490E-02 0.27490E-02 0.62718E-01 0.62718E-01 0.67446E-02 0.67446E-02 0.00000E+00   66 999/0.00000E+00
+ 0.50000E-02 0.56000E+04 0.66670E+00 0.86683E+00 0.39568E-01 0.39568E-01 0.86683E+00 0.86683E+00 0.27637E-01 0.27637E-01 0.00000E+00   66 999/0.00000E+00
+ 0.10000E-01 0.56000E+04 0.33330E+00 0.82431E+00 0.28900E-01 0.28900E-01 0.82431E+00 0.82431E+00 0.33130E-01 0.33130E-01 0.00000E+00   66 999/0.00000E+00
+ 0.12000E-01 0.56000E+04 0.27780E+00 0.78121E+00 0.26734E-01 0.26734E-01 0.78121E+00 0.78121E+00 0.33678E-01 0.33678E-01 0.00000E+00   66 999/0.00000E+00
+ 0.18000E-01 0.56000E+04 0.18520E+00 0.65314E+00 0.22438E-01 0.22438E-01 0.65314E+00 0.65314E+00 0.31400E-01 0.31400E-01 0.00000E+00   66 999/0.00000E+00
+ 0.25000E-01 0.56000E+04 0.13330E+00 0.53445E+00 0.18856E-01 0.18856E-01 0.53445E+00 0.53445E+00 0.26484E-01 0.26484E-01 0.00000E+00   66 999/0.00000E+00
+ 0.40000E-01 0.56000E+04 0.83300E-01 0.36413E+00 0.13127E-01 0.13127E-01 0.36413E+00 0.36413E+00 0.18087E-01 0.18087E-01 0.00000E+00   66 999/0.00000E+00
+ 0.55000E-01 0.56000E+04 0.60600E-01 0.26014E+00 0.96472E-02 0.96472E-02 0.26014E+00 0.26014E+00 0.13995E-01 0.13995E-01 0.00000E+00   66 999/0.00000E+00
+ 0.80000E-01 0.56000E+04 0.41700E-01 0.16225E+00 0.63726E-02 0.63726E-02 0.16225E+00 0.16225E+00 0.81980E-02 0.81980E-02 0.00000E+00   66 999/0.00000E+00
+ 0.15000E+00 0.56000E+04 0.22200E-01 0.61903E-01 0.27245E-02 0.27245E-02 0.61903E-01 0.61903E-01 0.66196E-02 0.66196E-02 0.00000E+00   66 999/0.00000E+00
+ 0.10000E-01 0.10000E+05 0.59520E+00 0.62877E+00 0.27604E-01 0.27604E-01 0.62877E+00 0.62877E+00 0.25551E-01 0.25551E-01 0.00000E+00   66 999/0.00000E+00
+ 0.12000E-01 0.10000E+05 0.49600E+00 0.61886E+00 0.23909E-01 0.23909E-01 0.61886E+00 0.61886E+00 0.26438E-01 0.26438E-01 0.00000E+00   66 999/0.00000E+00
+ 0.18000E-01 0.10000E+05 0.33070E+00 0.55837E+00 0.20373E-01 0.20373E-01 0.55837E+00 0.55837E+00 0.26471E-01 0.26471E-01 0.00000E+00   66 999/0.00000E+00
+ 0.25000E-01 0.10000E+05 0.23810E+00 0.47822E+00 0.17024E-01 0.17024E-01 0.47822E+00 0.47822E+00 0.23465E-01 0.23465E-01 0.00000E+00   66 999/0.00000E+00
+ 0.40000E-01 0.10000E+05 0.14880E+00 0.34030E+00 0.12460E-01 0.12460E-01 0.34030E+00 0.34030E+00 0.16844E-01 0.16844E-01 0.00000E+00   66 999/0.00000E+00
+ 0.55000E-01 0.10000E+05 0.10820E+00 0.24767E+00 0.94402E-02 0.94402E-02 0.24767E+00 0.24767E+00 0.13232E-01 0.13232E-01 0.00000E+00   66 999/0.00000E+00
+ 0.80000E-01 0.10000E+05 0.74400E-01 0.15665E+00 0.62279E-02 0.62279E-02 0.15665E+00 0.15665E+00 0.77973E-02 0.77973E-02 0.00000E+00   66 999/0.00000E+00
+ 0.15000E+00 0.10000E+05 0.39700E-01 0.60285E-01 0.27778E-02 0.27778E-02 0.60285E-01 0.60285E-01 0.64674E-02 0.64674E-02 0.00000E+00   66 999/0.00000E+00
+ 0.25000E+00 0.10000E+05 0.23800E-01 0.22085E-01 0.21961E-02 0.21961E-02 0.22085E-01 0.22085E-01 0.67926E-02 0.67926E-02 0.00000E+00   66 999/0.00000E+00
+ 0.18000E-01 0.18000E+05 0.59520E+00 0.41745E+00 0.19884E-01 0.19884E-01 0.41745E+00 0.41745E+00 0.21256E-01 0.21256E-01 0.00000E+00   66 999/0.00000E+00
+ 0.25000E-01 0.18000E+05 0.42860E+00 0.38345E+00 0.15180E-01 0.15180E-01 0.38345E+00 0.38345E+00 0.19792E-01 0.19792E-01 0.00000E+00   66 999/0.00000E+00
+ 0.40000E-01 0.18000E+05 0.26790E+00 0.29581E+00 0.11256E-01 0.11256E-01 0.29581E+00 0.29581E+00 0.15311E-01 0.15311E-01 0.00000E+00   66 999/0.00000E+00
+ 0.55000E-01 0.18000E+05 0.19480E+00 0.22334E+00 0.86224E-02 0.86224E-02 0.22334E+00 0.22334E+00 0.12308E-01 0.12308E-01 0.00000E+00   66 999/0.00000E+00
+ 0.80000E-01 0.18000E+05 0.13390E+00 0.14543E+00 0.59844E-02 0.59844E-02 0.14543E+00 0.14543E+00 0.72620E-02 0.72620E-02 0.00000E+00   66 999/0.00000E+00
+ 0.15000E+00 0.18000E+05 0.71400E-01 0.57420E-01 0.26496E-02 0.26496E-02 0.57420E-01 0.57420E-01 0.62713E-02 0.62713E-02 0.00000E+00   66 999/0.00000E+00
+ 0.25000E+00 0.18000E+05 0.42900E-01 0.21240E-01 0.19632E-02 0.19632E-02 0.21240E-01 0.21240E-01 0.65828E-02 0.65828E-02 0.00000E+00   66 999/0.00000E+00
+ 0.25000E-01 0.32000E+05 0.76190E+00 0.27272E+00 0.43784E-01 0.43784E-01 0.27272E+00 0.27272E+00 0.16735E-01 0.16735E-01 0.00000E+00   66 999/0.00000E+00
+ 0.40000E-01 0.32000E+05 0.47620E+00 0.22945E+00 0.12168E-01 0.12168E-01 0.22945E+00 0.22945E+00 0.13722E-01 0.13722E-01 0.00000E+00   66 999/0.00000E+00
+ 0.55000E-01 0.32000E+05 0.34630E+00 0.18421E+00 0.89273E-02 0.89273E-02 0.18421E+00 0.18421E+00 0.11294E-01 0.11294E-01 0.00000E+00   66 999/0.00000E+00
+ 0.80000E-01 0.32000E+05 0.23810E+00 0.12648E+00 0.63419E-02 0.63419E-02 0.12648E+00 0.12648E+00 0.65857E-02 0.65857E-02 0.00000E+00   66 999/0.00000E+00
+ 0.15000E+00 0.32000E+05 0.12700E+00 0.52741E-01 0.28850E-02 0.28850E-02 0.52741E-01 0.52741E-01 0.60139E-02 0.60139E-02 0.00000E+00   66 999/0.00000E+00
+ 0.25000E+00 0.32000E+05 0.76200E-01 0.20054E-01 0.23605E-02 0.23605E-02 0.20054E-01 0.20054E-01 0.63056E-02 0.63056E-02 0.00000E+00   66 999/0.00000E+00
+ 0.55000E-01 0.56000E+05 0.60610E+00 0.13369E+00 0.19827E-01 0.19827E-01 0.13369E+00 0.13369E+00 0.10432E-01 0.10432E-01 0.00000E+00   66 999/0.00000E+00
+ 0.80000E-01 0.56000E+05 0.41670E+00 0.98805E-01 0.10316E-01 0.10316E-01 0.98805E-01 0.98805E-01 0.58608E-02 0.58608E-02 0.00000E+00   66 999/0.00000E+00
+ 0.15000E+00 0.56000E+05 0.22220E+00 0.45568E-01 0.42211E-02 0.42211E-02 0.45568E-01 0.45568E-01 0.56817E-02 0.56817E-02 0.00000E+00   66 999/0.00000E+00
+ 0.25000E+00 0.56000E+05 0.13330E+00 0.18367E-01 0.35969E-02 0.35969E-02 0.18367E-01 0.18367E-01 0.59274E-02 0.59274E-02 0.00000E+00   66 999/0.00000E+00
+ 0.15000E+00 0.10000E+06 0.39680E+00 0.34788E-01 0.64155E-02 0.64155E-02 0.34788E-01 0.34788E-01 0.52680E-02 0.52680E-02 0.00000E+00   66 999/0.00000E+00
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/minuit.out.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/minuit.out.txt
index 4eba938b4..df7905fd8 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/minuit.out.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/minuit.out.txt
@@ -1,31 +1,4 @@
   MINUIT RELEASE 96.03  INITIALIZED.   DIMENSIONS 200/ 50  EPSMAC=  0.89E-15
-
- PARAMETER DEFINITIONS:
-    NO.   NAME         VALUE      STEP SIZE      LIMITS
-     1 'Adbar     '   0.16130      0.10000E-01     no limits
-     2 'Adv       '    6.2834      constant
-     3 'Ag        '    1.6958      constant
-     4 'Agp       '   0.73110E-01  0.10000E-01     no limits
-     5 'Aubar     '    0.0000      constant
-     6 'Auv       '    5.5480      constant
-     7 'Bdbar     '  -0.12730      0.40000E-02     no limits
-     8 'Bdv       '    1.0300      0.60000E-01     no limits
-     9 'Bg        '  -0.16195      0.27000         no limits
-    10 'Bgp       '  -0.38310      0.10000E-01     no limits
-    11 'Bubar     '    0.0000      constant
-    12 'Buv       '   0.81048      0.16000E-01     no limits
-    13 'Cdbar     '    9.5862       1.2345         no limits
-    14 'Cdv       '    4.8463      0.30000         no limits
-    15 'Cg        '    5.5624      0.32000         no limits
-    16 'Cgp       '    25.000      constant
-    17 'Cubar     '    7.0597      0.80000         no limits
-    18 'Cuv       '    4.8235      0.60000E-01     no limits
-    19 'DbarToS   '   0.66667      constant
-    20 'Dubar     '    1.5481       1.0000         no limits
-    21 'Duv       '    0.0000      constant
-    22 'Euv       '    9.9214      0.80000         no limits
-    23 'ZERO      '    0.0000      constant
-    24 'fs        '   0.40000      constant
  **********
  **    1 **SET STR    2.000    
  **********
@@ -33,38 +6,6 @@
  NOW USING STRATEGY  2: MAKE SURE MINIMUM TRUE, ERRORS CORRECT  
 
  **********
- **    2 **CALL FCN    1.000    
- **********
-
- FCN=   689.2122     FROM CALl fcn  STATUS=RESET          1 CALLS        1 TOTAL
-                     EDM= unknown      STRATEGY= 2      NO ERROR MATRIX       
-
-  EXT PARAMETER               CURRENT GUESS      PHYSICAL LIMITS       
-  NO.   NAME        VALUE          ERROR       NEGATIVE      POSITIVE  
-   1   Adbar       0.16130       0.10000E-01
-   2   Adv          6.2834       constant   
-   3   Ag           1.6958       constant   
-   4   Agp         0.73110E-01   0.10000E-01
-   5   Aubar        0.0000       constant   
-   6   Auv          5.5480       constant   
-   7   Bdbar      -0.12730       0.40000E-02
-   8   Bdv          1.0300       0.60000E-01
-   9   Bg         -0.16195       0.27000    
-  10   Bgp        -0.38310       0.10000E-01
-  11   Bubar        0.0000       constant   
-  12   Buv         0.81048       0.16000E-01
-  13   Cdbar        9.5862        1.2345    
-  14   Cdv          4.8463       0.30000    
-  15   Cg           5.5624       0.32000    
-  16   Cgp          25.000       constant   
-  17   Cubar        7.0597       0.80000    
-  18   Cuv          4.8235       0.60000E-01
-  19   DbarToS     0.66667       constant   
-  20   Dubar        1.5481        1.0000    
-  21   Duv          0.0000       constant   
-  22   Euv          9.9214       0.80000    
-  23   ZERO         0.0000       constant   
-  24   fs          0.40000       constant   
- **********
- **    3 **CALL FCN    3.000    
+ **    2 **CALL FCN    3.000    
  **********
+ THERE ARE CURRENTLY NO PARAMETERS DEFINED
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/parsout_0 b/examples/charmCCxFitterFONLLBProfilerLHeC/output/parsout_0
index 29f52c5d4..e69de29bb 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/parsout_0
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/parsout_0
@@ -1,24 +0,0 @@
-    1   'Adbar'    0.161300    0.010000
-    2   'Adv'    6.283442    0.000000
-    3   'Ag'    1.695817    0.000000
-    4   'Agp'    0.073110    0.010000
-    5   'Aubar'    0.000000    0.000000
-    6   'Auv'    5.547988    0.000000
-    7   'Bdbar'   -0.127300    0.004000
-    8   'Bdv'    1.029995    0.060000
-    9   'Bg'   -0.161953    0.270000
-   10   'Bgp'   -0.383100    0.010000
-   11   'Bubar'    0.000000    0.000000
-   12   'Buv'    0.810476    0.016000
-   13   'Cdbar'    9.586246    1.234500
-   14   'Cdv'    4.846279    0.300000
-   15   'Cg'    5.562367    0.320000
-   16   'Cgp'   25.000000    0.000000
-   17   'Cubar'    7.059694    0.800000
-   18   'Cuv'    4.823512    0.060000
-   19   'DbarToS'    0.666667    0.000000
-   20   'Dubar'    1.548098    1.000000
-   21   'Duv'    0.000000    0.000000
-   22   'Euv'    9.921366    0.800000
-   23   'ZERO'    0.000000    0.000000
-   24   'fs'    0.400000    0.000000
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/parsout_1 b/examples/charmCCxFitterFONLLBProfilerLHeC/output/parsout_1
index 29f52c5d4..e69de29bb 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/parsout_1
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/parsout_1
@@ -1,24 +0,0 @@
-    1   'Adbar'    0.161300    0.010000
-    2   'Adv'    6.283442    0.000000
-    3   'Ag'    1.695817    0.000000
-    4   'Agp'    0.073110    0.010000
-    5   'Aubar'    0.000000    0.000000
-    6   'Auv'    5.547988    0.000000
-    7   'Bdbar'   -0.127300    0.004000
-    8   'Bdv'    1.029995    0.060000
-    9   'Bg'   -0.161953    0.270000
-   10   'Bgp'   -0.383100    0.010000
-   11   'Bubar'    0.000000    0.000000
-   12   'Buv'    0.810476    0.016000
-   13   'Cdbar'    9.586246    1.234500
-   14   'Cdv'    4.846279    0.300000
-   15   'Cg'    5.562367    0.320000
-   16   'Cgp'   25.000000    0.000000
-   17   'Cubar'    7.059694    0.800000
-   18   'Cuv'    4.823512    0.060000
-   19   'DbarToS'    0.666667    0.000000
-   20   'Dubar'    1.548098    1.000000
-   21   'Duv'    0.000000    0.000000
-   22   'Euv'    9.921366    0.800000
-   23   'ZERO'    0.000000    0.000000
-   24   'fs'    0.400000    0.000000
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_rotate.dat b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_rotate.dat
index c53980455..9fc308a72 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_rotate.dat
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_rotate.dat
@@ -1,102 +1,102 @@
 LHAPDF set=     NNPDF31_nlo_as_0118_hessian
  100
-    1  1.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000
-    2  0.000000  1.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000
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diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_shifts.dat b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_shifts.dat
index f012b460e..24f3abe67 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_shifts.dat
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_shifts.dat
@@ -1,102 +1,102 @@
 LHAPDF set=     NNPDF31_nlo_as_0118_hessian
 100
-  1 -0.0000  1.0000
-  2  0.0000  1.0000
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+100  0.0000  0.9883
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_vector_cor.dat b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_vector_cor.dat
index a19fb1e4e..46b71ce80 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_vector_cor.dat
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdf_vector_cor.dat
@@ -1,101 +1,101 @@
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diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_01.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_01.txt
index 428a07e93..e9b772eef 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_01.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_01.txt
@@ -1,103 +1,103 @@
    1.89999998             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   3.31889      0.523886      0.867971      0.520709      0.867494      0.317756E-02  0.476655E-03   1.38820      0.520709      0.520497      0.346998      -.331432E-08   0.00000       0.00000      0.346998    
-  0.109648E-03   3.35406      0.518035      0.857827      0.514612      0.857304      0.342325E-02  0.523890E-03   1.37192      0.514612      0.514382      0.342921      -.326450E-08   0.00000       0.00000      0.342921    
-  0.120226E-03   3.38575      0.512273      0.847801      0.508584      0.847224      0.368946E-02  0.576473E-03   1.35581      0.508584      0.508335      0.338890      -.321435E-08   0.00000       0.00000      0.338890    
-  0.131825E-03   3.41421      0.506599      0.837890      0.502624      0.837256      0.397503E-02  0.633723E-03   1.33988      0.502624      0.502354      0.334902      -.316394E-08   0.00000       0.00000      0.334902    
-  0.144543E-03   3.43958      0.501012      0.828092      0.496730      0.827396      0.428212E-02  0.696409E-03   1.32413      0.496730      0.496438      0.330958      -.311331E-08   0.00000       0.00000      0.330958    
-  0.158489E-03   3.46195      0.495516      0.818408      0.490902      0.817642      0.461372E-02  0.765686E-03   1.30854      0.490902      0.490585      0.327057      -.306249E-08   0.00000       0.00000      0.327057    
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+  0.251167      0.432872      0.624635      0.318021      0.261728E-01  0.503474E-01  0.598462      0.267673      0.765202E-01  0.281637E-01  0.378833E-01  0.156620E-01  -.199085E-02  0.951097E-10   0.00000      0.124641E-01
+  0.275399      0.362184      0.607629      0.293654      0.226138E-01  0.373025E-01  0.585015      0.256352      0.599162E-01  0.228095E-01  0.264266E-01  0.124808E-01  -.195710E-03  -.640884E-10   0.00000      0.108759E-01
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+  0.331102      0.242033      0.547026      0.236317      0.148132E-01  0.172343E-01  0.532213      0.219083      0.320474E-01  0.126942E-01  0.842931E-02  0.743559E-02  0.211893E-02  0.194723E-09   0.00000      0.880494E-02
+  0.363046      0.194994      0.505428      0.199543      0.119237E-01  0.103128E-01  0.493504      0.189230      0.222365E-01  0.831803E-02  0.433578E-02  0.521800E-02  0.360565E-02  -.686001E-10   0.00000      0.597705E-02
+  0.398071      0.169613      0.453116      0.159793      0.106908E-01  0.637364E-02  0.442425      0.153419      0.170645E-01  0.607119E-02  0.392385E-02  0.355389E-02  0.461964E-02  0.116983E-09   0.00000      0.244979E-02
+  0.436476      0.130541      0.390709      0.121915      0.109015E-01  0.478847E-02  0.379808      0.117126      0.156900E-01  0.552592E-02  0.445844E-02  0.270898E-02  0.537556E-02  -.770255E-11   0.00000      0.330028E-03
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+  0.524759      0.906180E-01  0.254942      0.516432E-01  0.772255E-02  -.403191E-03  0.247219      0.520464E-01  0.731936E-02  0.165875E-02  0.485340E-02  0.263709E-02  0.606380E-02  0.145823E-10   0.00000      -.525659E-02
+  0.575386      0.617394E-01  0.188726      0.265665E-01  0.412681E-02  -.123354E-02  0.184599      0.278000E-01  0.289327E-02  -.666720E-03  0.397464E-02  0.248174E-02  0.479353E-02  0.451174E-10   0.00000      -.520818E-02
+  0.630897      0.351658E-01  0.127948      0.105607E-01  0.798056E-03  0.500165E-03  0.127150      0.100606E-01  0.129822E-02  -.250049E-02  0.407877E-02  0.212450E-02  0.329854E-02  0.183027E-10   0.00000      -.357861E-02
+  0.691764      0.139301E-01  0.751335E-01  0.476503E-02  -.301407E-02  0.352673E-02  0.781476E-01  0.123830E-02  0.512662E-03  -.494311E-02  0.558666E-02  0.130997E-02  0.192904E-02  0.476417E-11   0.00000      -.205993E-02
+  0.758504      -.206431E-02  0.361622E-01  0.302147E-02  -.361465E-02  0.479849E-02  0.397768E-01  -.177702E-02  0.118385E-02  -.404534E-02  0.514259E-02  0.145571E-02  0.430690E-03  -.475592E-11   0.00000      -.344099E-03
+  0.831682      -.949617E-02  0.140980E-01  0.748724E-03  -.234944E-02  0.188380E-02  0.164474E-01  -.113507E-02  -.465639E-03  -.247600E-02  0.248406E-02  0.837114E-03  0.126567E-03  0.518146E-11   0.00000      -.600262E-03
+  0.911920      -.638259E-02  0.354124E-02  -.101609E-03  -.115456E-02  0.245714E-03  0.469580E-02  -.347323E-03  -.908849E-03  -.117176E-02  0.602117E-03  0.249511E-03  0.171986E-04  0.234249E-11   0.00000      -.356403E-03
+  0.999900      -.633854E-05  0.479783E-06  0.426857E-06  -.288169E-06  -.245179E-07  0.767952E-06  0.451375E-06  -.312687E-06  -.288628E-06  -.180802E-06  0.135473E-07  0.458417E-09  -.757834E-15   0.00000      0.156284E-06
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_02.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_02.txt
index 739d245a5..57adbab90 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_02.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_02.txt
@@ -1,103 +1,103 @@
    3.00000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   6.93996      0.780162       1.11991      0.776238       1.11917      0.392411E-02  0.744702E-03   1.89541      0.645624      0.645373      0.473795      0.130614       0.00000       0.00000      0.473795    
-  0.109648E-03   6.90143      0.769782       1.10525      0.765564       1.10443      0.421792E-02  0.811622E-03   1.87000      0.637267      0.636995      0.467439      0.128297       0.00000       0.00000      0.467439    
-  0.120226E-03   6.86000      0.759498       1.09070      0.754963       1.08981      0.453533E-02  0.885393E-03   1.84478      0.628981      0.628686      0.461128      0.125982       0.00000       0.00000      0.461128    
-  0.131825E-03   6.81595      0.749314       1.07628      0.744438       1.07531      0.487516E-02  0.965290E-03   1.81975      0.620766      0.620447      0.454866      0.123672       0.00000       0.00000      0.454866    
-  0.144543E-03   6.76942      0.739232       1.06198      0.733992       1.06093      0.523982E-02  0.105222E-02   1.79492      0.612623      0.612278      0.448652      0.121369       0.00000       0.00000      0.448652    
-  0.158489E-03   6.72051      0.729257       1.04781      0.723624       1.04667      0.563254E-02  0.114752E-02   1.77029      0.604551      0.604178      0.442487      0.119073       0.00000       0.00000      0.442487    
-  0.173779E-03   6.66936      0.719391       1.03377      0.713335       1.03252      0.605569E-02  0.125208E-02   1.74585      0.596551      0.596146      0.436371      0.116784       0.00000       0.00000      0.436371    
-  0.190545E-03   6.61617      0.709637       1.01985      0.703128       1.01849      0.650894E-02  0.136546E-02   1.72162      0.588623      0.588185      0.430304      0.114506       0.00000       0.00000      0.430304    
-  0.208928E-03   6.56105      0.699999       1.00607      0.693004       1.00458      0.699543E-02  0.148895E-02   1.69758      0.580767      0.580293      0.424287      0.112237       0.00000       0.00000      0.424287    
-  0.229085E-03   6.50408      0.690482      0.992412      0.682962      0.990788      0.752002E-02  0.162476E-02   1.67375      0.572982      0.572469      0.418319      0.109980       0.00000       0.00000      0.418319    
-  0.251186E-03   6.44541      0.681087      0.978886      0.673003      0.977113      0.808399E-02  0.177316E-02   1.65012      0.565268      0.564713      0.412401      0.107735       0.00000       0.00000      0.412401    
-  0.275420E-03   6.38519      0.671818      0.965492      0.663129      0.963557      0.868833E-02  0.193428E-02   1.62669      0.557626      0.557025      0.406532      0.105504       0.00000       0.00000      0.406532    
-  0.301992E-03   6.32351      0.662678      0.952228      0.653341      0.950118      0.933710E-02  0.210991E-02   1.60346      0.550055      0.549405      0.400714      0.103286       0.00000       0.00000      0.400714    
-  0.331127E-03   6.26042      0.653674      0.939097      0.643637      0.936794      0.100373E-01  0.230354E-02   1.58043      0.542554      0.541850      0.394944      0.101083       0.00000       0.00000      0.394944    
-  0.363073E-03   6.19608      0.644807      0.926099      0.634019      0.923584      0.107887E-01  0.251441E-02   1.55760      0.535123      0.534362      0.389223      0.988955E-01   0.00000       0.00000      0.389223    
-  0.398101E-03   6.13059      0.636081      0.913233      0.624487      0.910490      0.115941E-01  0.274360E-02   1.53498      0.527762      0.526939      0.383551      0.967244E-01   0.00000       0.00000      0.383551    
-  0.436509E-03   6.06404      0.627500      0.900501      0.615041      0.897508      0.124589E-01  0.299364E-02   1.51255      0.520471      0.519580      0.377928      0.945702E-01   0.00000       0.00000      0.377928    
-  0.478622E-03   5.99645      0.619073      0.887904      0.605680      0.884634      0.133927E-01  0.326981E-02   1.49031      0.513247      0.512283      0.372351      0.924331E-01   0.00000       0.00000      0.372351    
-  0.524798E-03   5.92798      0.610798      0.875440      0.596405      0.871871      0.143932E-01  0.356973E-02   1.46828      0.506091      0.505048      0.366822      0.903142E-01   0.00000       0.00000      0.366822    
-  0.575429E-03   5.85870      0.602682      0.863111      0.587216      0.859215      0.154659E-01  0.389604E-02   1.44643      0.499002      0.497875      0.361341      0.882141E-01   0.00000       0.00000      0.361341    
-  0.630945E-03   5.78867      0.594731      0.850918      0.578113      0.846665      0.166179E-01  0.425238E-02   1.42478      0.491980      0.490761      0.355905      0.861331E-01   0.00000       0.00000      0.355905    
-  0.691816E-03   5.71791      0.586954      0.838861      0.569092      0.834215      0.178617E-01  0.464616E-02   1.40331      0.485021      0.483702      0.350513      0.840714E-01   0.00000       0.00000      0.350513    
-  0.758561E-03   5.64657      0.579349      0.826939      0.560156      0.821866      0.191928E-01  0.507300E-02   1.38202      0.478127      0.476701      0.345165      0.820298E-01   0.00000       0.00000      0.345165    
-  0.831745E-03   5.57468      0.571925      0.815154      0.551305      0.809616      0.206201E-01  0.553780E-02   1.36092      0.471296      0.469755      0.339861      0.800088E-01   0.00000       0.00000      0.339861    
-  0.911989E-03   5.50230      0.564690      0.803507      0.542535      0.797460      0.221549E-01  0.604720E-02   1.33999      0.464526      0.462861      0.334599      0.780086E-01   0.00000       0.00000      0.334599    
-  0.999975E-03   5.42946      0.557652      0.791999      0.533845      0.785392      0.238073E-01  0.660710E-02   1.31924      0.457816      0.456015      0.329376      0.760292E-01   0.00000       0.00000      0.329376    
-  0.109645E-02   5.35625      0.550813      0.780628      0.525237      0.773413      0.255762E-01  0.721472E-02   1.29865      0.451165      0.449220      0.324194      0.740716E-01   0.00000       0.00000      0.324194    
-  0.120223E-02   5.28273      0.544181      0.769396      0.516708      0.761520      0.274729E-01  0.787682E-02   1.27823      0.444572      0.442470      0.319049      0.721357E-01   0.00000       0.00000      0.319049    
-  0.131822E-02   5.20889      0.537769      0.758307      0.508256      0.749703      0.295136E-01  0.860430E-02   1.25796      0.438034      0.435762      0.313940      0.702217E-01   0.00000       0.00000      0.313940    
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+  0.173766      0.791187      0.698895      0.422020      0.549283E-01  0.116702      0.643966      0.305318      0.171630      0.586269E-01  0.937863E-01  0.315560E-01  -.369857E-02  0.140727E-09   0.00000      0.229157E-01
+  0.190530      0.699911      0.701152      0.405431      0.476842E-01  0.100253      0.653468      0.305178      0.147937      0.507437E-01  0.801564E-01  0.279810E-01  -.305951E-02  -.851074E-10   0.00000      0.200964E-01
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+  0.229067      0.530068      0.689643      0.364084      0.349583E-01  0.681351E-01  0.654685      0.295949      0.103093      0.365352E-01  0.526857E-01  0.206757E-01  -.157683E-02  0.517693E-10   0.00000      0.154493E-01
+  0.251167      0.449830      0.674741      0.339680      0.292168E-01  0.533597E-01  0.645524      0.286320      0.825765E-01  0.300696E-01  0.395608E-01  0.170772E-01  -.852883E-03  -.161227E-09   0.00000      0.137990E-01
+  0.275399      0.374852      0.652281      0.311832      0.242916E-01  0.394282E-01  0.627990      0.272404      0.637198E-01  0.241333E-01  0.275448E-01  0.135664E-01  0.158287E-03  -.129202E-10   0.00000      0.118834E-01
+  0.301969      0.305464      0.621556      0.280431      0.195855E-01  0.279123E-01  0.601971      0.252518      0.474978E-01  0.180917E-01  0.177444E-01  0.105304E-01  0.149384E-02  -.211687E-09   0.00000      0.101679E-01
+  0.331102      0.248601      0.581530      0.247694      0.161292E-01  0.183036E-01  0.565400      0.229390      0.344328E-01  0.132373E-01  0.900095E-02  0.804297E-02  0.289190E-02  0.193881E-09   0.00000      0.930265E-02
+  0.363046      0.200825      0.533993      0.207345      0.130046E-01  0.110906E-01  0.520988      0.196254      0.240952E-01  0.866674E-02  0.506990E-02  0.565793E-02  0.433788E-02  0.529293E-10   0.00000      0.602070E-02
+  0.398071      0.169938      0.475380      0.164981      0.117438E-01  0.684738E-02  0.463636      0.158133      0.185912E-01  0.648157E-02  0.450421E-02  0.390635E-02  0.526223E-02  -.277707E-10   0.00000      0.234317E-02
+  0.436476      0.132176      0.407252      0.124638      0.115060E-01  0.523694E-02  0.395746      0.119401      0.167429E-01  0.560859E-02  0.515643E-02  0.307283E-02  0.589738E-02  -.186685E-09   0.00000      0.805111E-04
+  0.478586      0.115945      0.331036      0.872502E-01  0.134857E-01  -.133365E-02  0.317550      0.885838E-01  0.121520E-01  0.763866E-02  0.332433E-02  0.261506E-02  0.584700E-02  0.304856E-10   0.00000      -.465798E-02
+  0.524759      0.850450E-01  0.261791      0.517922E-01  0.774502E-02  -.362264E-03  0.254046      0.521545E-01  0.738276E-02  0.142119E-02  0.510153E-02  0.281042E-02  0.632383E-02  -.203654E-10   0.00000      -.546379E-02
+  0.575386      0.560057E-01  0.191939      0.264632E-01  0.401364E-02  -.113680E-02  0.187925      0.276000E-01  0.287683E-02  -.839865E-03  0.415752E-02  0.259519E-02  0.485350E-02  0.406737E-11   0.00000      -.529433E-02
+  0.630897      0.300197E-01  0.128335      0.108799E-01  0.101602E-02  0.245642E-03  0.127319      0.106343E-01  0.126166E-02  -.227541E-02  0.387229E-02  0.216522E-02  0.329143E-02  0.101415E-10   0.00000      -.362664E-02
+  0.691764      0.106003E-01  0.745931E-01  0.481464E-02  -.312088E-02  0.355559E-02  0.777140E-01  0.125905E-02  0.434714E-03  -.498680E-02  0.567791E-02  0.135653E-02  0.186592E-02  0.490156E-11   0.00000      -.212231E-02
+  0.758504      -.335984E-02  0.355799E-01  0.288988E-02  -.367610E-02  0.471382E-02  0.392560E-01  -.182394E-02  0.103771E-02  -.409692E-02  0.513161E-02  0.145500E-02  0.420815E-03  -.777908E-11   0.00000      -.417799E-03
+  0.831682      -.868868E-02  0.136758E-01  0.689238E-03  -.233974E-02  0.183177E-02  0.160155E-01  -.114253E-02  -.507964E-03  -.245640E-02  0.242955E-02  0.818369E-03  0.116660E-03  -.241392E-11   0.00000      -.597782E-03
+  0.911920      -.520647E-02  0.334798E-02  -.591639E-04  -.110882E-02  0.227498E-03  0.445680E-02  -.286661E-03  -.881324E-03  -.112611E-02  0.544665E-03  0.234892E-03  0.172888E-04  0.124668E-11   0.00000      -.317167E-03
+  0.999900      -.920774E-05  0.658327E-06  0.624374E-06  -.405681E-06  -.211504E-07  0.106401E-05  0.645524E-06  -.426831E-06  -.406450E-06  -.262904E-06  0.175888E-07  0.768800E-09  -.826571E-15   0.00000      0.241754E-06
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_03.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_03.txt
index 280bf1b2a..7a5a83a22 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_03.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_03.txt
@@ -1,103 +1,103 @@
    4.00000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   9.50115      0.959563       1.29688      0.955190       1.29597      0.437229E-02  0.909168E-03   2.25116      0.733514      0.733239      0.562732      0.221676       0.00000       0.00000      0.562732    
-  0.109648E-03   9.40115      0.945374       1.27841      0.940680       1.27742      0.469456E-02  0.987944E-03   2.21810      0.723255      0.722958      0.554461      0.217425       0.00000       0.00000      0.554461    
-  0.120226E-03   9.29905      0.931317       1.26009      0.926275       1.25901      0.504220E-02  0.107445E-02   2.18529      0.713082      0.712760      0.546253      0.213193       0.00000       0.00000      0.546253    
-  0.131825E-03   9.19513      0.917396       1.24193      0.911982       1.24076      0.541405E-02  0.116795E-02   2.15274      0.702998      0.702650      0.538110      0.208984       0.00000       0.00000      0.538110    
-  0.144543E-03   9.08954      0.903615       1.22393      0.897802       1.22266      0.581264E-02  0.126942E-02   2.12046      0.693004      0.692626      0.530034      0.204799       0.00000       0.00000      0.530034    
-  0.158489E-03   8.98237      0.889979       1.20609      0.883737       1.20471      0.624134E-02  0.138030E-02   2.08845      0.683098      0.682689      0.522024      0.200640       0.00000       0.00000      0.522024    
-  0.173779E-03   8.87375      0.876491       1.18842      0.869789       1.18692      0.670264E-02  0.150156E-02   2.05671      0.673281      0.672839      0.514080      0.196507       0.00000       0.00000      0.514080    
-  0.190545E-03   8.76390      0.863156       1.17092      0.855960       1.16928      0.719627E-02  0.163278E-02   2.02524      0.663556      0.663078      0.506206      0.192404       0.00000       0.00000      0.506206    
-  0.208928E-03   8.65293      0.849978       1.15358      0.842253       1.15180      0.772551E-02  0.177532E-02   1.99406      0.653922      0.653405      0.498400      0.188331       0.00000       0.00000      0.498400    
-  0.229085E-03   8.54090      0.836962       1.13641      0.828667       1.13448      0.829539E-02  0.193154E-02   1.96315      0.644378      0.643818      0.490663      0.184289       0.00000       0.00000      0.490663    
-  0.251186E-03   8.42797      0.824112       1.11942      0.815205       1.11731      0.890731E-02  0.210178E-02   1.93252      0.634925      0.634320      0.482995      0.180280       0.00000       0.00000      0.482995    
-  0.275420E-03   8.31429      0.811431       1.10259      0.801868       1.10031      0.956233E-02  0.228619E-02   1.90217      0.625563      0.624909      0.475397      0.176305       0.00000       0.00000      0.475397    
-  0.301992E-03   8.19994      0.798923       1.08594      0.788659       1.08345      0.102647E-01  0.248671E-02   1.87211      0.616293      0.615586      0.467869      0.172365       0.00000       0.00000      0.467869    
-  0.331127E-03   8.08497      0.786596       1.06947      0.775574       1.06676      0.110216E-01  0.270699E-02   1.84233      0.607113      0.606348      0.460410      0.168461       0.00000       0.00000      0.460410    
-  0.363073E-03   7.96954      0.774450       1.05316      0.762618       1.05022      0.118329E-01  0.294630E-02   1.81284      0.598024      0.597197      0.453021      0.164594       0.00000       0.00000      0.453021    
-  0.398101E-03   7.85374      0.762492       1.03704      0.749790       1.03383      0.127016E-01  0.320582E-02   1.78362      0.589026      0.588131      0.445702      0.160764       0.00000       0.00000      0.445702    
-  0.436509E-03   7.73766      0.750724       1.02109      0.737091       1.01760      0.136332E-01  0.348822E-02   1.75469      0.580117      0.579151      0.438452      0.156974       0.00000       0.00000      0.438452    
-  0.478622E-03   7.62132      0.739157       1.00532      0.724519       1.00152      0.146376E-01  0.379900E-02   1.72604      0.571297      0.570252      0.431270      0.153222       0.00000       0.00000      0.431270    
-  0.524798E-03   7.50486      0.727790      0.989731      0.712077      0.985595      0.157124E-01  0.413579E-02   1.69767      0.562566      0.561437      0.424158      0.149511       0.00000       0.00000      0.424158    
-  0.575429E-03   7.38836      0.716628      0.974319      0.699765      0.969817      0.168636E-01  0.450139E-02   1.66958      0.553924      0.552704      0.417113      0.145841       0.00000       0.00000      0.417113    
-  0.630945E-03   7.27187      0.705679      0.959086      0.687580      0.954187      0.180982E-01  0.489961E-02   1.64177      0.545368      0.544051      0.410136      0.142212       0.00000       0.00000      0.410136    
-  0.691816E-03   7.15541      0.694951      0.944035      0.675522      0.938697      0.194290E-01  0.533805E-02   1.61422      0.536898      0.535474      0.403223      0.138625       0.00000       0.00000      0.403223    
-  0.758561E-03   7.03912      0.684445      0.929165      0.663593      0.923353      0.208518E-01  0.581242E-02   1.58695      0.528513      0.526976      0.396377      0.135080       0.00000       0.00000      0.396377    
-  0.831745E-03   6.92303      0.674167      0.914476      0.651791      0.908149      0.223755E-01  0.632780E-02   1.55994      0.520213      0.518553      0.389595      0.131578       0.00000       0.00000      0.389595    
-  0.911989E-03   6.80718      0.664127      0.899971      0.640115      0.893080      0.240116E-01  0.689099E-02   1.53319      0.511996      0.510203      0.382876      0.128119       0.00000       0.00000      0.382876    
-  0.999975E-03   6.69161      0.654332      0.885649      0.628562      0.878141      0.257704E-01  0.750810E-02   1.50670      0.503858      0.501923      0.376218      0.124704       0.00000       0.00000      0.376218    
-  0.109645E-02   6.57640      0.644785      0.871511      0.617134      0.863334      0.276510E-01  0.817651E-02   1.48047      0.495802      0.493712      0.369622      0.121332       0.00000       0.00000      0.369622    
-  0.120223E-02   6.46159      0.635494      0.857557      0.605829      0.848653      0.296650E-01  0.890316E-02   1.45448      0.487824      0.485569      0.363085      0.118005       0.00000       0.00000      0.363085    
-  0.131822E-02   6.34718      0.626472      0.843790      0.594643      0.834091      0.318285E-01  0.969909E-02   1.42873      0.479921      0.477487      0.356603      0.114722       0.00000       0.00000      0.356603    
-  0.144540E-02   6.23323      0.617724      0.830211      0.583576      0.819643      0.341488E-01  0.105677E-01   1.40322      0.472092      0.469466      0.350177      0.111483       0.00000       0.00000      0.350177    
-  0.158485E-02   6.11980      0.609256      0.816818      0.572626      0.805309      0.366300E-01  0.115093E-01   1.37794      0.464337      0.461504      0.343805      0.108289       0.00000       0.00000      0.343805    
-  0.173775E-02   6.00690      0.601079      0.803615      0.561792      0.791081      0.392863E-01  0.125334E-01   1.35287      0.456653      0.453597      0.337484      0.105140       0.00000       0.00000      0.337484    
-  0.190540E-02   5.89452      0.593208      0.790606      0.551068      0.776949      0.421393E-01  0.136566E-01   1.32802      0.449034      0.445738      0.331211      0.102035       0.00000       0.00000      0.331211    
-  0.208923E-02   5.78272      0.585648      0.777789      0.540455      0.762911      0.451932E-01  0.148783E-01   1.30337      0.441480      0.437927      0.324984      0.989744E-01   0.00000       0.00000      0.324984    
-  0.229079E-02   5.67153      0.578408      0.765165      0.529950      0.748961      0.484581E-01  0.162036E-01   1.27891      0.433991      0.430160      0.318801      0.959588E-01   0.00000       0.00000      0.318801    
-  0.251180E-02   5.56095      0.571500      0.752738      0.519549      0.735093      0.519514E-01  0.176452E-01   1.25464      0.426561      0.422433      0.312660      0.929879E-01   0.00000       0.00000      0.312660    
-  0.275413E-02   5.45094      0.564945      0.740516      0.509246      0.721290      0.556997E-01  0.192263E-01   1.23054      0.419185      0.414736      0.306553      0.900609E-01   0.00000       0.00000      0.306553    
-  0.301984E-02   5.34159      0.558747      0.728495      0.499041      0.707553      0.597054E-01  0.209416E-01   1.20659      0.411863      0.407071      0.300482      0.871784E-01   0.00000       0.00000      0.300482    
-  0.331118E-02   5.23288      0.552917      0.716677      0.488931      0.693874      0.639855E-01  0.228030E-01   1.18281      0.404591      0.399431      0.294443      0.843400E-01   0.00000       0.00000      0.294443    
-  0.363064E-02   5.12481      0.547472      0.705069      0.478911      0.680241      0.685609E-01  0.248272E-01   1.15915      0.397366      0.391810      0.288431      0.815454E-01   0.00000       0.00000      0.288431    
-  0.398091E-02   5.01732      0.542434      0.693683      0.468973      0.666639      0.734613E-01  0.270448E-01   1.13561      0.390179      0.384199      0.282440      0.787941E-01   0.00000       0.00000      0.282440    
-  0.436498E-02   4.91048      0.537808      0.682512      0.459117      0.653066      0.786906E-01  0.294459E-01   1.11218      0.383031      0.376597      0.276469      0.760862E-01   0.00000       0.00000      0.276469    
-  0.478610E-02   4.80427      0.533610      0.671561      0.449338      0.639510      0.842723E-01  0.320509E-01   1.08885      0.375917      0.368997      0.270514      0.734213E-01   0.00000       0.00000      0.270514    
-  0.524785E-02   4.69865      0.529860      0.660842      0.439629      0.625959      0.902304E-01  0.348837E-01   1.06559      0.368830      0.361390      0.264568      0.707990E-01   0.00000       0.00000      0.264568    
-  0.575415E-02   4.59356      0.526573      0.650366      0.429983      0.612397      0.965894E-01  0.379696E-01   1.04238      0.361764      0.353769      0.258627      0.682190E-01   0.00000       0.00000      0.258627    
-  0.630929E-02   4.48906      0.523769      0.640130      0.420398      0.598816      0.103370      0.413135E-01   1.01921      0.354718      0.346129      0.252687      0.656806E-01   0.00000       0.00000      0.252687    
-  0.691799E-02   4.38510      0.521465      0.630143      0.410867      0.585203      0.110597      0.449402E-01  0.996070      0.347684      0.338461      0.246742      0.631836E-01   0.00000       0.00000      0.246742    
-  0.758542E-02   4.28160      0.519676      0.620420      0.401382      0.571543      0.118294      0.488775E-01  0.972925      0.340654      0.330757      0.240786      0.607276E-01   0.00000       0.00000      0.240786    
-  0.831724E-02   4.17855      0.518422      0.610970      0.391936      0.557822      0.126487      0.531479E-01  0.949758      0.333624      0.323008      0.234814      0.583122E-01   0.00000       0.00000      0.234814    
-  0.911966E-02   4.07590      0.517722      0.601798      0.382523      0.544027      0.135198      0.577704E-01  0.926551      0.326587      0.315207      0.228821      0.559369E-01   0.00000       0.00000      0.228821    
-  0.999950E-02   3.97362      0.517591      0.592917      0.373137      0.530144      0.144454      0.627725E-01  0.903281      0.319535      0.307345      0.222800      0.536014E-01   0.00000       0.00000      0.222800    
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+  0.999900      -.611677E-05  0.532670E-06  0.521745E-06  -.331475E-06  -.110835E-07  0.864146E-06  0.532828E-06  -.342559E-06  -.332524E-06  -.218421E-06  0.141457E-07  0.104867E-08  -.328734E-15   0.00000      0.207337E-06
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_04.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_04.txt
index 22e6be81e..6d4a4cd78 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_04.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_04.txt
@@ -1,103 +1,103 @@
    5.00000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   11.6105       1.10660       1.44216       1.10189       1.44112      0.470940E-02  0.103443E-02   2.54301      0.805723      0.805429      0.635692      0.296163       0.00000       0.00000      0.635692    
-  0.109648E-03   11.4554       1.08900       1.42027       1.08395       1.41915      0.505286E-02  0.112214E-02   2.50310      0.793760      0.793443      0.625709      0.290186       0.00000       0.00000      0.625709    
-  0.120226E-03   11.2991       1.07157       1.39859       1.06615       1.39737      0.542301E-02  0.121824E-02   2.46352      0.781904      0.781560      0.615809      0.284248       0.00000       0.00000      0.615809    
-  0.131825E-03   11.1418       1.05433       1.37710       1.04851       1.37578      0.581870E-02  0.132196E-02   2.42429      0.770157      0.769785      0.605995      0.278355       0.00000       0.00000      0.605995    
-  0.144543E-03   10.9837       1.03727       1.35582       1.03103       1.35439      0.624252E-02  0.143436E-02   2.38541      0.758520      0.758118      0.596269      0.272507       0.00000       0.00000      0.596269    
-  0.158489E-03   10.8249       1.02040       1.33475       1.01370       1.33319      0.669796E-02  0.155694E-02   2.34689      0.746994      0.746559      0.586630      0.266707       0.00000       0.00000      0.586630    
-  0.173779E-03   10.6654       1.00372       1.31388      0.996532       1.31219      0.718760E-02  0.169073E-02   2.30872      0.735578      0.735107      0.577080      0.260955       0.00000       0.00000      0.577080    
-  0.190545E-03   10.5056      0.987240       1.29322      0.979529       1.29139      0.771121E-02  0.183531E-02   2.27091      0.724275      0.723766      0.567619      0.255254       0.00000       0.00000      0.567619    
-  0.208928E-03   10.3455      0.970962       1.27278      0.962690       1.27078      0.827215E-02  0.199212E-02   2.23347      0.713084      0.712534      0.558250      0.249606       0.00000       0.00000      0.558250    
-  0.229085E-03   10.1852      0.954892       1.25254      0.946016       1.25038      0.887561E-02  0.216361E-02   2.19640      0.702005      0.701410      0.548970      0.244011       0.00000       0.00000      0.548970    
-  0.251186E-03   10.0248      0.939033       1.23253      0.929510       1.23018      0.952302E-02  0.235016E-02   2.15969      0.691039      0.690396      0.539781      0.238471       0.00000       0.00000      0.539781    
-  0.275420E-03   9.86448      0.923389       1.21273      0.913174       1.21018      0.102156E-01  0.255198E-02   2.12335      0.680186      0.679491      0.530685      0.232988       0.00000       0.00000      0.530685    
-  0.301992E-03   9.70431      0.907966       1.19315      0.897009       1.19038      0.109576E-01  0.277107E-02   2.08738      0.669447      0.668696      0.521681      0.227562       0.00000       0.00000      0.521681    
-  0.331127E-03   9.54433      0.892769       1.17379      0.881013       1.17077      0.117564E-01  0.301120E-02   2.05179      0.658819      0.658007      0.512767      0.222194       0.00000       0.00000      0.512767    
-  0.363073E-03   9.38468      0.877801       1.15464      0.865189       1.15137      0.126120E-01  0.327169E-02   2.01656      0.648304      0.647427      0.503945      0.216886       0.00000       0.00000      0.503945    
-  0.398101E-03   9.22548      0.863067       1.13572      0.849540       1.13217      0.135273E-01  0.355379E-02   1.98171      0.637901      0.636954      0.495215      0.211638       0.00000       0.00000      0.495215    
-  0.436509E-03   9.06677      0.848571       1.11702      0.834063       1.11316      0.145081E-01  0.386024E-02   1.94723      0.627611      0.626588      0.486576      0.206452       0.00000       0.00000      0.486576    
-  0.478622E-03   8.90859      0.834321       1.09855      0.818757       1.09435      0.155644E-01  0.419671E-02   1.91311      0.617430      0.616325      0.478027      0.201327       0.00000       0.00000      0.478027    
-  0.524798E-03   8.75108      0.820319       1.08030      0.803625       1.07574      0.166941E-01  0.456085E-02   1.87936      0.607360      0.606167      0.469569      0.196265       0.00000       0.00000      0.469569    
-  0.575429E-03   8.59428      0.806569       1.06227      0.788666       1.05731      0.179029E-01  0.495557E-02   1.84598      0.597400      0.596112      0.461200      0.191266       0.00000       0.00000      0.461200    
-  0.630945E-03   8.43827      0.793078       1.04446      0.773880       1.03908      0.191983E-01  0.538479E-02   1.81296      0.587549      0.586158      0.452921      0.186331       0.00000       0.00000      0.452921    
-  0.691816E-03   8.28303      0.779856       1.02689      0.759263       1.02103      0.205929E-01  0.585625E-02   1.78029      0.577804      0.576303      0.444728      0.181459       0.00000       0.00000      0.444728    
-  0.758561E-03   8.12871      0.766902       1.00953      0.744819       1.00317      0.220829E-01  0.636573E-02   1.74799      0.568167      0.566546      0.436622      0.176652       0.00000       0.00000      0.436622    
-  0.831745E-03   7.97534      0.754222      0.992407      0.730545      0.985488      0.236773E-01  0.691841E-02   1.71603      0.558635      0.556886      0.428602      0.171910       0.00000       0.00000      0.428602    
-  0.911989E-03   7.82293      0.741827      0.975507      0.716440      0.967986      0.253875E-01  0.752125E-02   1.68443      0.549206      0.547319      0.420667      0.167233       0.00000       0.00000      0.420667    
-  0.999975E-03   7.67152      0.729724      0.958835      0.702500      0.950655      0.272240E-01  0.818046E-02   1.65315      0.539878      0.537842      0.412813      0.162622       0.00000       0.00000      0.412813    
-  0.109645E-02   7.52120      0.717914      0.942391      0.688728      0.933497      0.291863E-01  0.889356E-02   1.62222      0.530652      0.528456      0.405041      0.158075       0.00000       0.00000      0.405041    
-  0.120223E-02   7.37198      0.706406      0.926174      0.675121      0.916506      0.312858E-01  0.966762E-02   1.59163      0.521525      0.519157      0.397349      0.153595       0.00000       0.00000      0.397349    
-  0.131822E-02   7.22387      0.695213      0.910187      0.661674      0.899674      0.335388E-01  0.105137E-01   1.56135      0.512494      0.509940      0.389734      0.149180       0.00000       0.00000      0.389734    
-  0.144540E-02   7.07691      0.684340      0.894431      0.648387      0.882996      0.359526E-01  0.114355E-01   1.53138      0.503557      0.500803      0.382193      0.144831       0.00000       0.00000      0.382193    
-  0.158485E-02   6.93114      0.673791      0.878905      0.635260      0.866472      0.385316E-01  0.124334E-01   1.50173      0.494713      0.491744      0.374727      0.140547       0.00000       0.00000      0.374727    
-  0.173775E-02   6.78659      0.663578      0.863610      0.622288      0.850093      0.412902E-01  0.135171E-01   1.47238      0.485959      0.482760      0.367333      0.136329       0.00000       0.00000      0.367333    
-  0.190540E-02   6.64323      0.653715      0.848551      0.609466      0.833848      0.442493E-01  0.147030E-01   1.44331      0.477290      0.473844      0.360004      0.132176       0.00000       0.00000      0.360004    
-  0.208923E-02   6.50110      0.644208      0.833727      0.596794      0.817736      0.474138E-01  0.159908E-01   1.41453      0.468706      0.464994      0.352742      0.128088       0.00000       0.00000      0.352742    
-  0.229079E-02   6.36025      0.635064      0.819136      0.584270      0.801750      0.507939E-01  0.173860E-01   1.38602      0.460205      0.456207      0.345544      0.124065       0.00000       0.00000      0.345544    
-  0.251180E-02   6.22065      0.626296      0.804784      0.571889      0.785883      0.544070E-01  0.189011E-01   1.35777      0.451783      0.447477      0.338405      0.120106       0.00000       0.00000      0.338405    
-  0.275413E-02   6.08226      0.617922      0.790677      0.559644      0.770118      0.582787E-01  0.205592E-01   1.32976      0.443432      0.438797      0.331321      0.116212       0.00000       0.00000      0.331321    
-  0.301984E-02   5.94516      0.609947      0.776811      0.547535      0.754456      0.624124E-01  0.223554E-01   1.30199      0.435154      0.430166      0.324290      0.112381       0.00000       0.00000      0.324290    
-  0.331118E-02   5.80933      0.602383      0.763189      0.535558      0.738887      0.668251E-01  0.243019E-01   1.27444      0.426944      0.421578      0.317309      0.108614       0.00000       0.00000      0.317309    
-  0.363064E-02   5.67475      0.595245      0.749815      0.523708      0.723400      0.715371E-01  0.264150E-01   1.24711      0.418798      0.413027      0.310373      0.104910       0.00000       0.00000      0.310373    
-  0.398091E-02   5.54136      0.588552      0.736703      0.511975      0.707978      0.765771E-01  0.287248E-01   1.21995      0.410707      0.404502      0.303476      0.101268       0.00000       0.00000      0.303476    
-  0.436498E-02   5.40923      0.582312      0.723843      0.500361      0.692621      0.819503E-01  0.312223E-01   1.19298      0.402673      0.396004      0.296617      0.976883E-01   0.00000       0.00000      0.296617    
-  0.478610E-02   5.27832      0.576539      0.711242      0.488860      0.677315      0.876792E-01  0.339278E-01   1.16617      0.394690      0.387524      0.289791      0.941699E-01   0.00000       0.00000      0.289791    
-  0.524785E-02   5.14860      0.571250      0.698911      0.477463      0.662046      0.937872E-01  0.368644E-01   1.13951      0.386751      0.379055      0.282992      0.907124E-01   0.00000       0.00000      0.282992    
-  0.575415E-02   5.02000      0.566461      0.686858      0.466163      0.646801      0.100297      0.400566E-01   1.11296      0.378848      0.370588      0.276214      0.873151E-01   0.00000       0.00000      0.276214    
-  0.630929E-02   4.89256      0.562191      0.675081      0.454958      0.631570      0.107233      0.435110E-01   1.08653      0.370981      0.362117      0.269453      0.839772E-01   0.00000       0.00000      0.269453    
-  0.691799E-02   4.76623      0.558456      0.663591      0.443840      0.616339      0.114616      0.472516E-01   1.06018      0.363142      0.353635      0.262705      0.806979E-01   0.00000       0.00000      0.262705    
-  0.758542E-02   4.64095      0.555271      0.652399      0.432801      0.601093      0.122470      0.513052E-01   1.03389      0.355324      0.345132      0.255962      0.774769E-01   0.00000       0.00000      0.255962    
-  0.831724E-02   4.51666      0.552652      0.641513      0.421833      0.585819      0.130819      0.556937E-01   1.00765      0.347520      0.336601      0.249218      0.743135E-01   0.00000       0.00000      0.249218    
-  0.911966E-02   4.39336      0.550617      0.630939      0.410931      0.570503      0.139686      0.604359E-01  0.981434      0.339724      0.328033      0.242470      0.712069E-01   0.00000       0.00000      0.242470    
-  0.999950E-02   4.27097      0.549181      0.620689      0.400086      0.555131      0.149094      0.655583E-01  0.955217      0.331930      0.319421      0.235710      0.681568E-01   0.00000       0.00000      0.235710    
-  0.109642E-01   4.14942      0.548356      0.610776      0.389291      0.539688      0.159066      0.710874E-01  0.928979      0.324128      0.310755      0.228933      0.651626E-01   0.00000       0.00000      0.228933    
-  0.120220E-01   4.02866      0.548161      0.601210      0.378536      0.524160      0.169625      0.770496E-01  0.902696      0.316312      0.302027      0.222133      0.622237E-01   0.00000       0.00000      0.222133    
-  0.131819E-01   3.90862      0.548608      0.592003      0.367814      0.508533      0.180794      0.834706E-01  0.876347      0.308474      0.293228      0.215305      0.593396E-01   0.00000       0.00000      0.215305    
-  0.144536E-01   3.78923      0.549712      0.583170      0.357116      0.492791      0.192595      0.903789E-01  0.849907      0.300606      0.284350      0.208441      0.565098E-01   0.00000       0.00000      0.208441    
-  0.158481E-01   3.67042      0.551478      0.574722      0.346434      0.476923      0.205044      0.977985E-01  0.823357      0.292700      0.275386      0.201537      0.537342E-01   0.00000       0.00000      0.201537    
-  0.173770E-01   3.55209      0.553922      0.566674      0.335759      0.460914      0.218163      0.105759      0.796674      0.284747      0.266326      0.194588      0.510122E-01   0.00000       0.00000      0.194588    
-  0.190535E-01   3.43418      0.557041      0.559037      0.325083      0.444756      0.231957      0.114280      0.769840      0.276739      0.257166      0.187591      0.483442E-01   0.00000       0.00000      0.187591    
-  0.208917E-01   3.31659      0.560845      0.551827      0.314397      0.428435      0.246448      0.123392      0.742832      0.268667      0.247897      0.180538      0.457298E-01   0.00000       0.00000      0.180538    
-  0.229073E-01   3.19924      0.565322      0.545052      0.303693      0.411949      0.261629      0.133103      0.715642      0.260524      0.238519      0.173430      0.431697E-01   0.00000       0.00000      0.173430    
-  0.251174E-01   3.08203      0.570478      0.538728      0.292963      0.395285      0.277515      0.143443      0.688248      0.252299      0.229023      0.166262      0.406638E-01   0.00000       0.00000      0.166262    
-  0.275406E-01   2.96491      0.576286      0.532854      0.282201      0.378449      0.294085      0.154406      0.660650      0.243988      0.219412      0.159036      0.382133E-01   0.00000       0.00000      0.159036    
-  0.301976E-01   2.84776      0.582742      0.527445      0.271399      0.361433      0.311343      0.166012      0.632832      0.235580      0.209683      0.151750      0.358186E-01   0.00000       0.00000      0.151750    
-  0.331110E-01   2.73055      0.589810      0.522491      0.260552      0.344250      0.329258      0.178241      0.604803      0.227071      0.199842      0.144408      0.334812E-01   0.00000       0.00000      0.144408    
-  0.363055E-01   2.61319      0.597466      0.517995      0.249656      0.326904      0.347810      0.191091      0.576560      0.218454      0.189892      0.137013      0.312021E-01   0.00000       0.00000      0.137013    
-  0.398081E-01   2.49565      0.605663      0.513939      0.238708      0.309415      0.366956      0.204524      0.548122      0.209724      0.179843      0.129572      0.289834E-01   0.00000       0.00000      0.129572    
-  0.436487E-01   2.37789      0.614355      0.510303      0.227705      0.291801      0.386650      0.218502      0.519506      0.200878      0.169707      0.122094      0.268269E-01   0.00000       0.00000      0.122094    
-  0.478598E-01   2.25992      0.623483      0.507057      0.216649      0.274092      0.406834      0.232964      0.490741      0.191914      0.159501      0.114591      0.247349E-01   0.00000       0.00000      0.114591    
-  0.524772E-01   2.14177      0.632974      0.504147      0.205543      0.256326      0.427431      0.247821      0.461869      0.182833      0.149247      0.107079      0.227100E-01   0.00000       0.00000      0.107079    
-  0.575400E-01   2.02347      0.642753      0.501522      0.194390      0.238544      0.448363      0.262978      0.432934      0.173635      0.138970      0.995741E-01  0.207550E-01   0.00000       0.00000      0.995741E-01
-  0.630913E-01   1.90514      0.652722      0.499083      0.183204      0.220805      0.469519      0.278278      0.404008      0.164330      0.128704      0.921013E-01  0.188731E-01   0.00000       0.00000      0.921013E-01
-  0.691782E-01   1.78690      0.662790      0.496751      0.171990      0.203165      0.490800      0.293585      0.375155      0.154923      0.118482      0.846836E-01  0.170676E-01   0.00000       0.00000      0.846836E-01
-  0.758523E-01   1.66897      0.672824      0.494363      0.160772      0.185706      0.512052      0.308657      0.346477      0.145430      0.108352      0.773539E-01  0.153418E-01   0.00000       0.00000      0.773539E-01
-  0.831703E-01   1.55153      0.682720      0.491800      0.149562      0.168501      0.533158      0.323299      0.318063      0.135862      0.983578E-01  0.701430E-01  0.136997E-01   0.00000       0.00000      0.701430E-01
-  0.911943E-01   1.43496      0.692298      0.488829      0.138395      0.151648      0.553903      0.337180      0.290043      0.126251      0.885579E-01  0.630904E-01  0.121443E-01   0.00000       0.00000      0.630904E-01
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+  0.999950E-02   3.89954      0.488894      0.613747      0.336239      0.530478      0.152655      0.832689E-01  0.866716      0.303551      0.313634      0.215696      0.326879E-01  0.388186E-09   0.00000      0.216844    
+  0.109642E-01   3.82636      0.488740      0.605904      0.327636      0.519292      0.161105      0.866128E-01  0.846927      0.296679      0.308657      0.209425      0.309563E-01  0.238305E-09   0.00000      0.210635    
+  0.120220E-01   3.75192      0.489175      0.598279      0.319097      0.507992      0.170078      0.902869E-01  0.827089      0.289877      0.303771      0.202941      0.292196E-01  0.979367E-10   0.00000      0.204222    
+  0.131819E-01   3.67660      0.490229      0.590831      0.310686      0.496491      0.179543      0.943403E-01  0.807177      0.283284      0.299016      0.196116      0.274022E-01  0.129638E-09   0.00000      0.197475    
+  0.144536E-01   3.60019      0.491887      0.583583      0.302373      0.484825      0.189514      0.987577E-01  0.787199      0.276826      0.294365      0.189018      0.255472E-01  0.243891E-09   0.00000      0.190460    
+  0.158481E-01   3.52181      0.494161      0.576600      0.294187      0.472837      0.199974      0.103763      0.767024      0.270421      0.289639      0.181723      0.237661E-01  0.268750E-09   0.00000      0.183198    
+  0.173770E-01   3.44118      0.497034      0.569840      0.286201      0.460451      0.210833      0.109389      0.746652      0.264147      0.284877      0.174176      0.220542E-01  0.108959E-09   0.00000      0.175574    
+  0.190535E-01   3.35870      0.500536      0.563388      0.278287      0.447778      0.222249      0.115610      0.726065      0.257851      0.279983      0.166488      0.204368E-01  -.892850E-10   0.00000      0.167795    
+  0.208917E-01   3.27465      0.504730      0.557430      0.270259      0.434942      0.234471      0.122488      0.705201      0.251252      0.274731      0.158865      0.190063E-01  -.148435E-09   0.00000      0.160211    
+  0.229073E-01   3.18897      0.509631      0.552009      0.262161      0.421932      0.247470      0.130077      0.684093      0.244383      0.269123      0.151273      0.177775E-01  -.796326E-10   0.00000      0.152808    
+  0.251174E-01   3.10169      0.515134      0.546841      0.253946      0.408709      0.261188      0.138132      0.662655      0.237314      0.263301      0.143698      0.166325E-01  0.395937E-10   0.00000      0.145407    
+  0.275406E-01   3.01287      0.521174      0.541770      0.245537      0.395245      0.275637      0.146525      0.640782      0.230058      0.257337      0.136141      0.154791E-01  0.193293E-09   0.00000      0.137907    
+  0.301976E-01   2.92248      0.527781      0.536867      0.236969      0.381552      0.290813      0.155315      0.618521      0.222610      0.251198      0.128601      0.143590E-01  0.388859E-09   0.00000      0.130354    
+  0.331110E-01   2.83035      0.534896      0.531875      0.228351      0.367683      0.306545      0.164192      0.596034      0.215041      0.244973      0.121111      0.133091E-01  0.476589E-09   0.00000      0.122710    
+  0.363055E-01   2.73693      0.542509      0.526742      0.219694      0.353678      0.322815      0.173065      0.573372      0.207325      0.238676      0.113739      0.123693E-01  0.374459E-09   0.00000      0.115002    
+  0.398081E-01   2.64146      0.550623      0.521498      0.211003      0.339481      0.339620      0.182018      0.550484      0.199521      0.232302      0.106380      0.114818E-01  0.184169E-09   0.00000      0.107179    
+  0.436487E-01   2.54261      0.559253      0.516040      0.202366      0.324972      0.356887      0.191068      0.527338      0.191802      0.225910      0.987861E-01  0.105642E-01  0.173864E-10   0.00000      0.990618E-01
+  0.478598E-01   2.44116      0.568558      0.510243      0.193901      0.309991      0.374657      0.200253      0.503891      0.184239      0.219591      0.906968E-01  0.966156E-02  -.161539E-09   0.00000      0.903990E-01
+  0.524772E-01   2.33516      0.578019      0.504556      0.185188      0.295110      0.392831      0.209446      0.480298      0.176525      0.213028      0.830606E-01  0.866342E-02  -.285424E-09   0.00000      0.820819E-01
+  0.575400E-01   2.22284      0.587138      0.499434      0.175819      0.280864      0.411319      0.218569      0.456683      0.168393      0.205913      0.767733E-01  0.742601E-02  -.251242E-09   0.00000      0.749514E-01
+  0.630913E-01   2.10496      0.596107      0.494710      0.165947      0.267048      0.430160      0.227662      0.432995      0.159949      0.198362      0.714939E-01  0.599820E-02  -.928937E-10   0.00000      0.686858E-01
+  0.691782E-01   1.98074      0.605146      0.490002      0.155829      0.253459      0.449317      0.236543      0.409288      0.151249      0.190550      0.667792E-01  0.457988E-02  0.217753E-10   0.00000      0.629094E-01
+  0.758523E-01   1.84818      0.614284      0.485254      0.145487      0.240128      0.468797      0.245126      0.385614      0.142315      0.182570      0.625828E-01  0.317190E-02  0.634182E-11   0.00000      0.575576E-01
+  0.831703E-01   1.71000      0.623529      0.480456      0.134948      0.226966      0.488581      0.253489      0.361914      0.133126      0.174326      0.588716E-01  0.182140E-02  -.544013E-10   0.00000      0.526404E-01
+  0.911943E-01   1.57136      0.633059      0.475332      0.124427      0.213652      0.508632      0.261680      0.338079      0.123635      0.165667      0.553401E-01  0.791988E-03  -.604392E-10   0.00000      0.479855E-01
+  0.999925E-01   1.43237      0.642947      0.469718      0.113891      0.200164      0.529056      0.269554      0.314055      0.113703      0.156371      0.521237E-01  0.187904E-03  -.354126E-10   0.00000      0.437933E-01
+  0.109639       1.30091      0.652562      0.463741      0.103192      0.186792      0.549370      0.276949      0.289984      0.103697      0.146649      0.490868E-01  -.504752E-03  -.314851E-09   0.00000      0.401431E-01
+  0.120217       1.17398      0.661750      0.456670      0.926221E-01  0.173075      0.569128      0.283595      0.265697      0.936618E-01  0.136386      0.459847E-01  -.103977E-02  -.915256E-09   0.00000      0.366894E-01
+  0.131815       1.05124      0.670288      0.447836      0.823950E-01  0.158707      0.587893      0.289129      0.241102      0.836736E-01  0.125491      0.426735E-01  -.127864E-02  -.279104E-09   0.00000      0.332155E-01
+  0.144533      0.939443      0.677524      0.436786      0.727352E-01  0.143589      0.604789      0.293196      0.216324      0.740228E-01  0.113873      0.391500E-01  -.128753E-02  0.370308E-10   0.00000      0.297165E-01
+  0.158477      0.839858      0.682763      0.423446      0.637772E-01  0.128003      0.618986      0.295443      0.191781      0.649183E-01  0.101481      0.354402E-01  -.114110E-02  0.361706E-10   0.00000      0.265225E-01
+  0.173766      0.743953      0.685013      0.407639      0.556068E-01  0.112096      0.629407      0.295543      0.167703      0.565313E-01  0.884944E-01  0.316480E-01  -.924518E-03  -.741422E-11   0.00000      0.236016E-01
+  0.190530      0.652149      0.683094      0.389245      0.479717E-01  0.955523E-01  0.635122      0.293693      0.143524      0.486470E-01  0.750335E-01  0.277884E-01  -.675261E-03  0.119197E-09   0.00000      0.205188E-01
+  0.208912      0.566066      0.676098      0.368127      0.411182E-01  0.793325E-01  0.634979      0.288795      0.120451      0.413836E-01  0.616536E-01  0.239236E-01  -.265455E-03  -.200401E-09   0.00000      0.176789E-01
+  0.229067      0.483954      0.663578      0.345189      0.346791E-01  0.640034E-01  0.628899      0.281186      0.986825E-01  0.345563E-01  0.485119E-01  0.201634E-01  0.122820E-03  -.314962E-10   0.00000      0.154915E-01
+  0.251167      0.407175      0.644981      0.319738      0.288364E-01  0.497468E-01  0.616145      0.269992      0.785832E-01  0.282319E-01  0.361540E-01  0.165229E-01  0.604557E-03  0.307738E-09   0.00000      0.135927E-01
+  0.275399      0.335930      0.619113      0.291215      0.238186E-01  0.365854E-01  0.595295      0.254629      0.604040E-01  0.224414E-01  0.250700E-01  0.130636E-01  0.137724E-02  -.124320E-09   0.00000      0.115154E-01
+  0.301969      0.273015      0.585708      0.259773      0.191635E-01  0.258385E-01  0.566545      0.233935      0.450021E-01  0.167108E-01  0.161347E-01  0.101146E-01  0.245274E-02  0.807772E-10   0.00000      0.970382E-02
+  0.331102      0.220839      0.543822      0.226996      0.157164E-01  0.169683E-01  0.528105      0.210028      0.326846E-01  0.121510E-01  0.848494E-02  0.768977E-02  0.356538E-02  0.181046E-09   0.00000      0.848332E-02
+  0.363046      0.177594      0.494958      0.187948      0.127490E-01  0.103698E-01  0.482209      0.177578      0.231188E-01  0.805809E-02  0.519629E-02  0.544293E-02  0.469093E-02  0.958397E-10   0.00000      0.517351E-02
+  0.398071      0.146183      0.436463      0.148137      0.114604E-01  0.644380E-02  0.425002      0.141694      0.179042E-01  0.611257E-02  0.459783E-02  0.382627E-02  0.534786E-02  0.456909E-10   0.00000      0.184597E-02
+  0.436476      0.113679      0.370262      0.110467      0.109521E-01  0.456379E-02  0.359310      0.105904      0.155159E-01  0.521885E-02  0.500980E-02  0.302969E-02  0.573329E-02  0.268927E-10   0.00000      -.446005E-03
+  0.478586      0.939386E-01  0.298626      0.759307E-01  0.116893E-01  -.776108E-03  0.286936      0.767068E-01  0.109132E-01  0.615712E-02  0.364102E-02  0.257749E-02  0.553219E-02  -.211039E-10   0.00000      -.441713E-02
+  0.524759      0.661471E-01  0.233322      0.445245E-01  0.656788E-02  -.150880E-03  0.226754      0.446754E-01  0.641700E-02  0.837422E-03  0.480296E-02  0.263444E-02  0.573046E-02  -.655666E-10   0.00000      -.495384E-02
+  0.575386      0.415612E-01  0.168777      0.224945E-01  0.319329E-02  -.739606E-03  0.165584      0.232341E-01  0.245368E-02  -.104570E-02  0.390816E-02  0.236993E-02  0.423899E-02  -.198245E-11   0.00000      -.464777E-02
+  0.630897      0.202698E-01  0.111242      0.919430E-02  0.451064E-03  0.592752E-03  0.110790      0.860154E-02  0.104382E-02  -.238124E-02  0.371506E-02  0.190695E-02  0.283230E-02  0.378707E-10   0.00000      -.312231E-02
+  0.691764      0.553992E-02  0.636160E-01  0.402721E-02  -.308427E-02  0.340189E-02  0.667003E-01  0.625317E-03  0.317623E-03  -.458376E-02  0.522052E-02  0.123462E-02  0.149950E-02  0.728161E-11   0.00000      -.181863E-02
+  0.758504      -.419478E-02  0.299208E-01  0.232355E-02  -.331641E-02  0.403753E-02  0.332372E-01  -.171398E-02  0.721120E-03  -.366043E-02  0.443667E-02  0.124691E-02  0.344016E-03  -.110126E-11   0.00000      -.399139E-03
+  0.831682      -.637221E-02  0.112221E-01  0.527008E-03  -.198253E-02  0.149797E-02  0.132046E-01  -.970963E-03  -.484561E-03  -.207141E-02  0.201038E-02  0.679151E-03  0.888793E-04  -.117790E-11   0.00000      -.512413E-03
+  0.911920      -.327480E-02  0.263797E-02  -.190295E-04  -.888214E-03  0.170994E-03  0.352618E-02  -.190023E-03  -.717220E-03  -.902516E-03  0.409086E-03  0.184385E-03  0.143023E-04  -.275701E-11   0.00000      -.238092E-03
+  0.999900      -.423728E-05  0.450407E-06  0.441723E-06  -.279781E-06  -.881903E-08  0.730187E-06  0.450542E-06  -.288600E-06  -.280875E-06  -.184546E-06  0.121373E-07  0.109443E-08  0.171986E-14   0.00000      0.175727E-06
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_05.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_05.txt
index 6b84cafc1..539f126c2 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_05.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_05.txt
@@ -1,103 +1,103 @@
    10.0000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   18.6985       1.59843       1.92911       1.59272       1.92770      0.570455E-02  0.141122E-02   3.52042       1.04801       1.04766      0.880038      0.544715       0.00000       0.00000      0.880038    
-  0.109648E-03   18.3353       1.56801       1.89441       1.56190       1.89288      0.610971E-02  0.152533E-02   3.45478       1.02964       1.02926      0.863623      0.532266       0.00000       0.00000      0.863623    
-  0.120226E-03   17.9749       1.53798       1.86011       1.53144       1.85846      0.654529E-02  0.164974E-02   3.38990       1.01147       1.01106      0.847395      0.519963       0.00000       0.00000      0.847395    
-  0.131825E-03   17.6176       1.50835       1.82623       1.50134       1.82445      0.701017E-02  0.178363E-02   3.32578      0.993527      0.993086      0.831360      0.507812       0.00000       0.00000      0.831360    
-  0.144543E-03   17.2635       1.47911       1.79276       1.47161       1.79083      0.750720E-02  0.192823E-02   3.26244      0.975795      0.975318      0.815516      0.495812       0.00000       0.00000      0.815516    
-  0.158489E-03   16.9126       1.45028       1.75971       1.44224       1.75763      0.804013E-02  0.208522E-02   3.19987      0.958278      0.957763      0.799865      0.483965       0.00000       0.00000      0.799865    
-  0.173779E-03   16.5650       1.42186       1.72708       1.41325       1.72482      0.861178E-02  0.225580E-02   3.13807      0.940974      0.940418      0.784405      0.472271       0.00000       0.00000      0.784405    
-  0.190545E-03   16.2209       1.39384       1.69487       1.38462       1.69243      0.922205E-02  0.243959E-02   3.07705      0.923887      0.923286      0.769140      0.460734       0.00000       0.00000      0.769140    
-  0.208928E-03   15.8804       1.36624       1.66307       1.35637       1.66043      0.987458E-02  0.263822E-02   3.01680      0.907015      0.906366      0.754068      0.449354       0.00000       0.00000      0.754068    
-  0.229085E-03   15.5434       1.33906       1.63170       1.32849       1.62884      0.105749E-01  0.285440E-02   2.95733      0.890357      0.889656      0.739188      0.438131       0.00000       0.00000      0.739188    
-  0.251186E-03   15.2100       1.31230       1.60075       1.30098       1.59766      0.113246E-01  0.308863E-02   2.89863      0.873912      0.873156      0.724501      0.427065       0.00000       0.00000      0.724501    
-  0.275420E-03   14.8804       1.28597       1.57022       1.27384       1.56687      0.121251E-01  0.334122E-02   2.84072      0.857682      0.856867      0.710008      0.416159       0.00000       0.00000      0.710008    
-  0.301992E-03   14.5546       1.26006       1.54011       1.24708       1.53649      0.129811E-01  0.361441E-02   2.78357      0.841665      0.840786      0.695706      0.405412       0.00000       0.00000      0.695706    
-  0.331127E-03   14.2325       1.23458       1.51042       1.22068       1.50650      0.139002E-01  0.391231E-02   2.72719      0.825859      0.824910      0.681595      0.394823       0.00000       0.00000      0.681595    
-  0.363073E-03   13.9144       1.20954       1.48115       1.19466       1.47691      0.148826E-01  0.423432E-02   2.67157      0.810264      0.809240      0.667674      0.384395       0.00000       0.00000      0.667674    
-  0.398101E-03   13.6002       1.18494       1.45230       1.16901       1.44772      0.159317E-01  0.458188E-02   2.61672      0.794879      0.793775      0.653942      0.374127       0.00000       0.00000      0.653942    
-  0.436509E-03   13.2899       1.16077       1.42387       1.14372       1.41891      0.170534E-01  0.495802E-02   2.56263      0.779703      0.778512      0.640400      0.364018       0.00000       0.00000      0.640400    
-  0.478622E-03   12.9836       1.13706       1.39586       1.11880       1.39049      0.182580E-01  0.536875E-02   2.50929      0.764731      0.763448      0.627041      0.354068       0.00000       0.00000      0.627041    
-  0.524798E-03   12.6813       1.11379       1.36826       1.09424       1.36245      0.195438E-01  0.581185E-02   2.45669      0.749966      0.748582      0.613869      0.344278       0.00000       0.00000      0.613869    
-  0.575429E-03   12.3830       1.09097       1.34108       1.07005       1.33479      0.209170E-01  0.629050E-02   2.40484      0.735404      0.733913      0.600881      0.334647       0.00000       0.00000      0.600881    
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+  0.109639       1.24402      0.654959      0.458711      0.106711      0.185445      0.548247      0.273267      0.292156      0.101694      0.142516      0.516269E-01  0.501747E-02  0.400081E-09   0.00000      0.429286E-01
+  0.120217       1.11513      0.660364      0.448759      0.951673E-01  0.170333      0.565196      0.278426      0.265500      0.913146E-01  0.131497      0.477673E-01  0.385268E-02  0.154311E-09   0.00000      0.388363E-01
+  0.131815      0.993083      0.664915      0.437169      0.841577E-01  0.154824      0.580757      0.282344      0.238982      0.811364E-01  0.120000      0.437993E-01  0.302126E-02  -.169033E-09   0.00000      0.348239E-01
+  0.144533      0.881756      0.667945      0.423564      0.738667E-01  0.138861      0.594079      0.284702      0.212728      0.714107E-01  0.107961      0.397239E-01  0.245596E-02  -.312912E-09   0.00000      0.309003E-01
+  0.158477      0.780537      0.668787      0.407883      0.643749E-01  0.122680      0.604413      0.285204      0.187055      0.622928E-01  0.953575E-01  0.355686E-01  0.208204E-02  0.157159E-09   0.00000      0.273222E-01
+  0.173766      0.684488      0.666482      0.390004      0.557413E-01  0.106435      0.610741      0.283569      0.162176      0.539215E-01  0.824021E-01  0.314204E-01  0.181975E-02  0.256022E-10   0.00000      0.240325E-01
+  0.190530      0.593701      0.660057      0.369812      0.477600E-01  0.899429E-01  0.612297      0.279869      0.137703      0.460900E-01  0.692387E-01  0.273021E-01  0.166996E-02  0.140690E-09   0.00000      0.207042E-01
+  0.208912      0.509735      0.648716      0.347306      0.406215E-01  0.740609E-01  0.608094      0.273245      0.114682      0.389199E-01  0.563534E-01  0.232725E-01  0.170157E-02  -.103704E-09   0.00000      0.177075E-01
+  0.229067      0.431026      0.632087      0.323179      0.340080E-01  0.592550E-01  0.598079      0.263924      0.932631E-01  0.322305E-01  0.439432E-01  0.194278E-01  0.177748E-02  0.171897E-09   0.00000      0.153119E-01
+  0.251167      0.358972      0.609685      0.296831      0.281121E-01  0.456723E-01  0.581573      0.251159      0.737844E-01  0.261035E-01  0.324902E-01  0.157865E-01  0.200859E-02  -.106474E-09   0.00000      0.131820E-01
+  0.275399      0.293400      0.580466      0.267878      0.230633E-01  0.334084E-01  0.557403      0.234469      0.564717E-01  0.205321E-01  0.224404E-01  0.124158E-01  0.253119E-02  -.104351E-09   0.00000      0.109680E-01
+  0.301969      0.237127      0.544512      0.236659      0.185079E-01  0.235074E-01  0.526004      0.213152      0.420153E-01  0.151822E-01  0.144509E-01  0.958038E-02  0.332568E-02  -.609478E-10   0.00000      0.905644E-02
+  0.331102      0.190211      0.501040      0.204201      0.151117E-01  0.154358E-01  0.485928      0.188765      0.305475E-01  0.109724E-01  0.793513E-02  0.724452E-02  0.413927E-02  -.363112E-09   0.00000      0.750063E-02
+  0.363046      0.151479      0.451325      0.166988      0.123023E-01  0.949889E-02  0.439022      0.157489      0.218012E-01  0.736885E-02  0.523033E-02  0.515932E-02  0.493343E-02  0.289082E-10   0.00000      0.426856E-02
+  0.398071      0.121084      0.393648      0.130103      0.109393E-01  0.592711E-02  0.382709      0.124176      0.168664E-01  0.561582E-02  0.462117E-02  0.368728E-02  0.532345E-02  0.841767E-10   0.00000      0.130594E-02
+  0.436476      0.929933E-01  0.330160      0.955586E-01  0.101613E-01  0.386015E-02  0.319998      0.916985E-01  0.140214E-01  0.469668E-02  0.478889E-02  0.292906E-02  0.546459E-02  -.129883E-09   0.00000      -.928744E-03
+  0.478586      0.721126E-01  0.263779      0.643270E-01  0.981672E-02  -.281526E-03  0.253962      0.646085E-01  0.953519E-02  0.468933E-02  0.382910E-02  0.248535E-02  0.512739E-02  0.238554E-09   0.00000      -.411063E-02
+  0.524759      0.483803E-01  0.203211      0.371656E-01  0.532953E-02  0.747352E-04  0.197882      0.370909E-01  0.540427E-02  0.269126E-03  0.447306E-02  0.242018E-02  0.506041E-02  0.827782E-10   0.00000      -.439833E-02
+  0.575386      0.286303E-01  0.144744      0.185007E-01  0.232900E-02  -.303826E-03  0.142415      0.188045E-01  0.202517E-02  -.127754E-02  0.367222E-02  0.211630E-02  0.360654E-02  0.249002E-12   0.00000      -.397605E-02
+  0.630897      0.124135E-01  0.938503E-01  0.747796E-02  -.138100E-03  0.968656E-03  0.939884E-01  0.650930E-02  0.830556E-03  -.250135E-02  0.357431E-02  0.164282E-02  0.236325E-02  0.649489E-11   0.00000      -.260565E-02
+  0.691764      0.206364E-02  0.526595E-01  0.324645E-02  -.297582E-02  0.319833E-02  0.556354E-01  0.481165E-04  0.222515E-03  -.413238E-02  0.469410E-02  0.109928E-02  0.115656E-02  -.488846E-11   0.00000      -.149576E-02
+  0.758504      -.396808E-02  0.243431E-01  0.179513E-02  -.290440E-02  0.335031E-02  0.272475E-01  -.155518E-02  0.445904E-03  -.317521E-02  0.371651E-02  0.103704E-02  0.270808E-03  -.804561E-11   0.00000      -.366201E-03
+  0.831682      -.426624E-02  0.886721E-02  0.383862E-03  -.162420E-02  0.117737E-02  0.104914E-01  -.793505E-03  -.446835E-03  -.168864E-02  0.160109E-02  0.543250E-03  0.644375E-04  -.159320E-11   0.00000      -.423720E-03
+  0.911920      -.185515E-02  0.198384E-02  0.803646E-05  -.680334E-03  0.121257E-03  0.266418E-02  -.113220E-03  -.559078E-03  -.691441E-03  0.291085E-03  0.137885E-03  0.111063E-04  0.568176E-12   0.00000      -.169829E-03
+  0.999900      -.149879E-05  0.280682E-06  0.276200E-06  -.173914E-06  -.482222E-08  0.454597E-06  0.281022E-06  -.178737E-06  -.174821E-06  -.114993E-06  0.774116E-08  0.906334E-09  0.972970E-15   0.00000      0.110171E-06
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_06.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_06.txt
index 392a59136..6fdf9c672 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_06.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_06.txt
@@ -1,103 +1,103 @@
    100.000000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   44.0011       3.45804       4.47148       3.44944       4.46892      0.859877E-02  0.255629E-02   7.91837       1.96874       1.96821       1.80576       1.48071      0.694947       0.00000       1.80576    
-  0.109648E-03   42.6990       3.36721       4.35349       3.35803       4.35074      0.917665E-02  0.274725E-02   7.70877       1.92014       1.91958       1.75907       1.43789      0.672088       0.00000       1.75907    
-  0.120226E-03   41.4261       3.27827       4.23797       3.26848       4.23502      0.979482E-02  0.295369E-02   7.50350       1.87250       1.87190       1.71331       1.39597      0.649809       0.00000       1.71331    
-  0.131825E-03   40.1821       3.19120       4.12491       3.18075       4.12173      0.104523E-01  0.317478E-02   7.30248       1.82581       1.82516       1.66848       1.35494      0.628100       0.00000       1.66848    
-  0.144543E-03   38.9666       3.10598       4.01426       3.09483       4.01085      0.111526E-01  0.341212E-02   7.10568       1.78005       1.77935       1.62455       1.31478      0.606951       0.00000       1.62455    
-  0.158489E-03   37.7791       3.02259       3.90600       3.01069       3.90233      0.119001E-01  0.366791E-02   6.91302       1.73521       1.73445       1.58153       1.27548      0.586351       0.00000       1.58153    
-  0.173779E-03   36.6192       2.94101       3.80009       2.92831       3.79614      0.126980E-01  0.394371E-02   6.72445       1.69128       1.69046       1.53939       1.23703      0.566291       0.00000       1.53939    
-  0.190545E-03   35.4865       2.86121       3.69649       2.84767       3.69225      0.135468E-01  0.423927E-02   6.53991       1.64824       1.64737       1.49812       1.19942      0.546759       0.00000       1.49812    
-  0.208928E-03   34.3806       2.78318       3.59517       2.76873       3.59061      0.144507E-01  0.455669E-02   6.35935       1.60609       1.60515       1.45772       1.16264      0.527746       0.00000       1.45772    
-  0.229085E-03   33.3010       2.70691       3.49610       2.69149       3.49120      0.154159E-01  0.489930E-02   6.18269       1.56481       1.56379       1.41816       1.12668      0.509243       0.00000       1.41816    
-  0.251186E-03   32.2473       2.63235       3.39925       2.61591       3.39398      0.164445E-01  0.526792E-02   6.00989       1.52438       1.52329       1.37945       1.09153      0.491239       0.00000       1.37945    
-  0.275420E-03   31.2191       2.55951       3.30457       2.54197       3.29891      0.175386E-01  0.566317E-02   5.84088       1.48480       1.48363       1.34156       1.05717      0.473724       0.00000       1.34156    
-  0.301992E-03   30.2158       2.48835       3.21205       2.46964       3.20596      0.187035E-01  0.608782E-02   5.67560       1.44605       1.44480       1.30448       1.02359      0.456687       0.00000       1.30448    
-  0.331127E-03   29.2373       2.41885       3.12163       2.39891       3.11509      0.199474E-01  0.654667E-02   5.51399       1.40812       1.40677       1.26819      0.990782      0.440122       0.00000       1.26819    
-  0.363073E-03   28.2829       2.35101       3.03330       2.32974       3.02626      0.212712E-01  0.703944E-02   5.35600       1.37100       1.36955       1.23270      0.958735      0.424017       0.00000       1.23270    
-  0.398101E-03   27.3522       2.28478       2.94702       2.26211       2.93945      0.226790E-01  0.756808E-02   5.20155       1.33467       1.33311       1.19798      0.927436      0.408362       0.00000       1.19798    
-  0.436509E-03   26.4449       2.22017       2.86274       2.19599       2.85461      0.241774E-01  0.813619E-02   5.05060       1.29912       1.29745       1.16401      0.896873      0.393148       0.00000       1.16401    
-  0.478622E-03   25.5606       2.15715       2.78046       2.13137       2.77171      0.257770E-01  0.875049E-02   4.90308       1.26434       1.26254       1.13080      0.867036      0.378368       0.00000       1.13080    
-  0.524798E-03   24.6988       2.09569       2.70012       2.06822       2.69071      0.274773E-01  0.940921E-02   4.75892       1.23030       1.22838       1.09832      0.837911      0.364011       0.00000       1.09832    
-  0.575429E-03   23.8591       2.03579       2.62169       2.00650       2.61157      0.292849E-01  0.101161E-01   4.61807       1.19701       1.19495       1.06656      0.809488      0.350067       0.00000       1.06656    
-  0.630945E-03   23.0410       1.97741       2.54515       1.94620       2.53427      0.312082E-01  0.108761E-01   4.48047       1.16445       1.16223       1.03551      0.781754      0.336529       0.00000       1.03551    
-  0.691816E-03   22.2443       1.92056       2.47046       1.88730       2.45876      0.332598E-01  0.116978E-01   4.34606       1.13260       1.13022       1.00515      0.754700      0.323388       0.00000       1.00515    
-  0.758561E-03   21.4684       1.86520       2.39759       1.82976       2.38501      0.354383E-01  0.125780E-01   4.21477       1.10145       1.09890      0.975478      0.728312      0.310635       0.00000      0.975478    
-  0.831745E-03   20.7131       1.81132       2.32651       1.77357       2.31299      0.377534E-01  0.135228E-01   4.08655       1.07099       1.06825      0.946472      0.702580      0.298260       0.00000      0.946472    
-  0.911989E-03   19.9778       1.75890       2.25719       1.71869       2.24265      0.402165E-01  0.145399E-01   3.96134       1.04120       1.03827      0.918122      0.677491      0.286256       0.00000      0.918122    
-  0.999975E-03   19.2622       1.70794       2.18960       1.66510       2.17396      0.428384E-01  0.156363E-01   3.83906       1.01207       1.00893      0.890413      0.653036      0.274616       0.00000      0.890413    
-  0.109645E-02   18.5659       1.65841       2.12370       1.61279       2.10689      0.456213E-01  0.168113E-01   3.71967      0.983584      0.980225      0.863333      0.629202      0.263329       0.00000      0.863333    
-  0.120223E-02   17.8885       1.61029       2.05947       1.56171       2.04139      0.485769E-01  0.180726E-01   3.60311      0.955734      0.952139      0.836869      0.605977      0.252388       0.00000      0.836869    
-  0.131822E-02   17.2297       1.56357       1.99688       1.51185       1.97745      0.517196E-01  0.194314E-01   3.48930      0.928503      0.924655      0.811007      0.583352      0.241785       0.00000      0.811007    
-  0.144540E-02   16.5890       1.51825       1.93590       1.46319       1.91501      0.550584E-01  0.208924E-01   3.37820      0.901878      0.897761      0.785733      0.561315      0.231514       0.00000      0.785733    
-  0.158485E-02   15.9660       1.47430       1.87650       1.41570       1.85404      0.586002E-01  0.224584E-01   3.26974      0.875846      0.871443      0.761035      0.539854      0.221564       0.00000      0.761035    
-  0.173775E-02   15.3605       1.43171       1.81865       1.36935       1.79451      0.623582E-01  0.241390E-01   3.16386      0.850393      0.845685      0.736899      0.518958      0.211928       0.00000      0.736899    
-  0.190540E-02   14.7721       1.39047       1.76233       1.32412       1.73638      0.663495E-01  0.259491E-01   3.06051      0.825505      0.820472      0.713311      0.498619      0.202601       0.00000      0.713311    
-  0.208923E-02   14.2003       1.35057       1.70751       1.27999       1.67962      0.705824E-01  0.278915E-01   2.95962      0.801168      0.795790      0.690259      0.478824      0.193574       0.00000      0.690259    
-  0.229079E-02   13.6448       1.31200       1.65417       1.23693       1.62419      0.750684E-01  0.299730E-01   2.86112      0.777370      0.771625      0.667728      0.459561      0.184839       0.00000      0.667728    
-  0.251180E-02   13.1052       1.27474       1.60226       1.19492       1.57006      0.798225E-01  0.322057E-01   2.76497      0.754095      0.747961      0.645706      0.440822      0.176389       0.00000      0.645706    
-  0.275413E-02   12.5813       1.23879       1.55179       1.15393       1.51718      0.848618E-01  0.346074E-01   2.67111      0.731330      0.724783      0.624179      0.422596      0.168219       0.00000      0.624179    
-  0.301984E-02   12.0726       1.20413       1.50271       1.11393       1.46553      0.901976E-01  0.371804E-01   2.57946      0.709062      0.702077      0.603133      0.404872      0.160320       0.00000      0.603133    
-  0.331118E-02   11.5789       1.17076       1.45500       1.07492       1.41507      0.958448E-01  0.399362E-01   2.48998      0.687276      0.679827      0.582555      0.387639      0.152685       0.00000      0.582555    
-  0.363064E-02   11.0997       1.13867       1.40865       1.03685       1.36576      0.101819      0.428890E-01   2.40260      0.665959      0.658018      0.562431      0.370888      0.145309       0.00000      0.562431    
-  0.398091E-02   10.6347       1.10784       1.36363      0.999707       1.31757      0.108137      0.460601E-01   2.31728      0.645096      0.636636      0.542749      0.354610      0.138185       0.00000      0.542749    
-  0.436498E-02   10.1837       1.07828       1.31992      0.963469       1.27047      0.114813      0.494504E-01   2.23393      0.624675      0.615664      0.523495      0.338794      0.131306       0.00000      0.523495    
-  0.478610E-02   9.74621       1.04997       1.27749      0.928110       1.22441      0.121863      0.530760E-01   2.15252      0.604680      0.595089      0.504655      0.323430      0.124665       0.00000      0.504655    
-  0.524785E-02   9.32200       1.02291       1.23633      0.893608       1.17937      0.129300      0.569517E-01   2.07298      0.585099      0.574897      0.486218      0.308509      0.118258       0.00000      0.486218    
-  0.575415E-02   8.91079      0.997076       1.19642      0.859945       1.13533      0.137131      0.610915E-01   1.99527      0.565919      0.555075      0.468174      0.294026      0.112080       0.00000      0.468174    
-  0.630929E-02   8.51210      0.972484       1.15774      0.827084       1.09222      0.145400      0.655221E-01   1.91930      0.547121      0.535599      0.450500      0.279964      0.106121       0.00000      0.450500    
-  0.691799E-02   8.12566      0.949122       1.12027      0.795006       1.05002      0.154116      0.702579E-01   1.84502      0.528691      0.516455      0.433185      0.266315      0.100375       0.00000      0.433185    
-  0.758542E-02   7.75116      0.926976       1.08400      0.763689       1.00869      0.163288      0.753131E-01   1.77238      0.510617      0.497632      0.416219      0.253072      0.948392E-01   0.00000      0.416219    
-  0.831724E-02   7.38834      0.906039       1.04892      0.733113      0.968215      0.172926      0.807019E-01   1.70133      0.492885      0.479117      0.399591      0.240228      0.895073E-01   0.00000      0.399591    
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+  0.831682      -.135034E-02  0.485285E-02  0.168813E-03  -.963077E-03  0.629292E-03  0.581593E-02  -.460479E-03  -.333785E-03  -.991887E-03  0.887919E-03  0.305638E-03  0.288099E-04  -.104225E-05   0.00000      -.257584E-03
+  0.911920      -.399436E-03  0.953452E-03  0.308401E-04  -.339901E-03  0.486350E-04  0.129335E-02  -.177949E-04  -.291266E-03  -.345460E-03  0.119902E-03  0.652396E-04  0.555936E-05  -.597028E-07   0.00000      -.712068E-04
+  0.999900      -.104241E-06  0.847802E-07  0.840768E-07  -.525825E-07  -.120023E-08  0.137363E-06  0.852770E-07  -.537828E-07  -.529024E-07  -.349240E-07  0.235741E-08  0.319853E-09  0.144920E-10   0.00000      0.337093E-07
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_07.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_07.txt
index 8f61bed42..6220cc8ea 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_07.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_07.txt
@@ -1,103 +1,103 @@
    6464.00000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   90.6680       7.11168       10.0006       7.09874       9.99622      0.129373E-01  0.436834E-02   17.0950       3.78447       3.78367       3.62728       3.31426       2.58526       0.00000       3.62728    
-  0.109648E-03   87.1606       6.87197       9.65804       6.85821       9.65336      0.137597E-01  0.467361E-02   16.5116       3.66140       3.66054       3.50605       3.19681       2.48678       0.00000       3.50605    
-  0.120226E-03   83.7679       6.63919       9.32552       6.62456       9.32052      0.146352E-01  0.500139E-02   15.9451       3.54179       3.54087       3.38826       3.08277       2.39140       0.00000       3.38826    
-  0.131825E-03   80.4856       6.41314       9.00273       6.39758       8.99738      0.155632E-01  0.535092E-02   15.3950       3.42555       3.42456       3.27381       2.97203       2.29901       0.00000       3.27381    
-  0.144543E-03   77.3109       6.19367       8.68944       6.17712       8.68372      0.165477E-01  0.572427E-02   14.8608       3.31259       3.31153       3.16263       2.86453       2.20956       0.00000       3.16263    
-  0.158489E-03   74.2415       5.98065       8.38546       5.96306       8.37933      0.175937E-01  0.612414E-02   14.3424       3.20286       3.20173       3.05465       2.76020       2.12296       0.00000       3.05465    
-  0.173779E-03   71.2745       5.77394       8.09056       5.75524       8.08401      0.187053E-01  0.655255E-02   13.8392       3.09627       3.09506       2.94979       2.65896       2.03916       0.00000       2.94979    
-  0.190545E-03   68.4064       5.57336       7.80448       5.55347       7.79747      0.198832E-01  0.700952E-02   13.3509       2.99274       2.99144       2.84797       2.56073       1.95805       0.00000       2.84797    
-  0.208928E-03   65.6347       5.37877       7.52701       5.35764       7.51951      0.211324E-01  0.749765E-02   12.8771       2.89220       2.89081       2.74912       2.46544       1.87958       0.00000       2.74912    
-  0.229085E-03   62.9572       5.19006       7.25798       5.16760       7.24996      0.224595E-01  0.802083E-02   12.4176       2.79458       2.79309       2.65318       2.37302       1.80369       0.00000       2.65318    
-  0.251186E-03   60.3710       5.00709       6.99716       4.98322       6.98858      0.238676E-01  0.858033E-02   11.9718       2.69981       2.69821       2.56006       2.28341       1.73030       0.00000       2.56006    
-  0.275420E-03   57.8731       4.82969       6.74431       4.80433       6.73513      0.253592E-01  0.917720E-02   11.5395       2.60781       2.60610       2.46969       2.19652       1.65934       0.00000       2.46969    
-  0.301992E-03   55.4613       4.65774       6.49925       4.63080       6.48943      0.269403E-01  0.981476E-02   11.1202       2.51851       2.51668       2.38201       2.11229       1.59074       0.00000       2.38201    
-  0.331127E-03   53.1337       4.49115       6.26182       4.46253       6.25132      0.286194E-01  0.104984E-01   10.7139       2.43186       2.42991       2.29695       2.03067       1.52446       0.00000       2.29695    
-  0.363073E-03   50.8872       4.32976       6.03179       4.29936       6.02056      0.303983E-01  0.112282E-01   10.3199       2.34778       2.34570       2.21445       1.95158       1.46041       0.00000       2.21445    
-  0.398101E-03   48.7194       4.17343       5.80896       4.14115       5.79695      0.322820E-01  0.120069E-01   9.93810       2.26620       2.26398       2.13443       1.87495       1.39854       0.00000       2.13443    
-  0.436509E-03   46.6281       4.02206       5.59315       3.98778       5.58031      0.342773E-01  0.128385E-01   9.56809       2.18706       2.18469       2.05683       1.80072       1.33879       0.00000       2.05683    
-  0.478622E-03   44.6118       3.87556       5.38422       3.83917       5.37049      0.363947E-01  0.137302E-01   9.20966       2.11032       2.10778       1.98160       1.72885       1.28111       0.00000       1.98160    
-  0.524798E-03   42.6675       3.73377       5.18195       3.69514       5.16727      0.386353E-01  0.146809E-01   8.86241       2.03588       2.03317       1.90867       1.65926       1.22543       0.00000       1.90867    
-  0.575429E-03   40.7931       3.59659       4.98616       3.55558       4.97046      0.410062E-01  0.156951E-01   8.52604       1.96370       1.96080       1.83797       1.59188       1.17169       0.00000       1.83797    
-  0.630945E-03   38.9866       3.46390       4.79669       3.42038       4.77991      0.435158E-01  0.167781E-01   8.20029       1.89371       1.89062       1.76945       1.52668       1.11984       0.00000       1.76945    
-  0.691816E-03   37.2467       3.33563       4.61341       3.28946       4.59548      0.461759E-01  0.179384E-01   7.88493       1.82587       1.82257       1.70306       1.46359       1.06984       0.00000       1.70306    
-  0.758561E-03   35.5703       3.21164       4.43611       3.16265       4.41693      0.489876E-01  0.191745E-01   7.57958       1.76010       1.75659       1.63873       1.40255       1.02162       0.00000       1.63873    
-  0.831745E-03   33.9559       3.09182       4.26462       3.03986       4.24413      0.519604E-01  0.204926E-01   7.28399       1.69635       1.69261       1.57639       1.34351      0.975125       0.00000       1.57639    
-  0.911989E-03   32.4017       2.97609       4.09882       2.92099       4.07692      0.551048E-01  0.219005E-01   6.99791       1.63457       1.63059       1.51602       1.28641      0.930318       0.00000       1.51602    
-  0.999975E-03   30.9062       2.86437       3.93857       2.80594       3.91516      0.584309E-01  0.234052E-01   6.72110       1.57472       1.57047       1.45754       1.23122      0.887152       0.00000       1.45754    
-  0.109645E-02   29.4669       2.75652       3.78366       2.69457       3.75866      0.619437E-01  0.250079E-01   6.45323       1.51671       1.51219       1.40090       1.17786      0.845565       0.00000       1.40090    
-  0.120223E-02   28.0822       2.65246       3.63398       2.58680       3.60726      0.656538E-01  0.267161E-01   6.19407       1.46051       1.45570       1.34605       1.12629      0.805513       0.00000       1.34605    
-  0.131822E-02   26.7507       2.55212       3.48940       2.48254       3.46086      0.695731E-01  0.285398E-01   5.94340       1.40607       1.40095       1.29295       1.07647      0.766960       0.00000       1.29295    
-  0.144540E-02   25.4708       2.45540       3.34977       2.38169       3.31928      0.737110E-01  0.304849E-01   5.70098       1.35334       1.34789       1.24154       1.02835      0.729858       0.00000       1.24154    
-  0.158485E-02   24.2404       2.36221       3.21493       2.28413       3.18238      0.780762E-01  0.325554E-01   5.46651       1.30225       1.29646       1.19176      0.981876      0.694155       0.00000       1.19176    
-  0.173775E-02   23.0580       2.27245       3.08476       2.18977       3.05000      0.826802E-01  0.347606E-01   5.23978       1.25278       1.24662       1.14357      0.936998      0.659810       0.00000       1.14357    
-  0.190540E-02   21.9226       2.18609       2.95917       2.09855       2.92205      0.875344E-01  0.371120E-01   5.02060       1.20486       1.19832       1.09694      0.893687      0.626795       0.00000       1.09694    
-  0.208923E-02   20.8322       2.10300       2.83799       2.01035       2.79837      0.926500E-01  0.396150E-01   4.80872       1.15846       1.15151       1.05180      0.851889      0.595058       0.00000       1.05180    
-  0.229079E-02   19.7853       2.02312       2.72109       1.92508       2.67881      0.980386E-01  0.422774E-01   4.60389       1.11352       1.10614       1.00811      0.811557      0.564555       0.00000       1.00811    
-  0.251180E-02   18.7806       1.94636       2.60836       1.84265       2.56325      0.103712      0.451093E-01   4.40590       1.07000       1.06217      0.965828      0.772652      0.535253       0.00000      0.965828    
-  0.275413E-02   17.8170       1.87268       2.49973       1.76301       2.45161      0.109677      0.481222E-01   4.21461       1.02786       1.01956      0.924919      0.735146      0.507125       0.00000      0.924919    
-  0.301984E-02   16.8928       1.80199       2.39503       1.68604       2.34370      0.115952      0.513241E-01   4.02974      0.987054      0.978258      0.885327      0.698984      0.480120       0.00000      0.885327    
-  0.331118E-02   16.0066       1.73421       2.29415       1.61166       2.23943      0.122548      0.547252E-01   3.85109      0.947533      0.938214      0.847011      0.664128      0.454202       0.00000      0.847011    
-  0.363064E-02   15.1571       1.66928       2.19700       1.53980       2.13866      0.129476      0.583362E-01   3.67846      0.909259      0.899392      0.809932      0.630542      0.429340       0.00000      0.809932    
-  0.398091E-02   14.3437       1.60714       2.10350       1.47040       2.04133      0.136740      0.621693E-01   3.51174      0.872202      0.861761      0.774063      0.598201      0.405510       0.00000      0.774063    
-  0.436498E-02   13.5644       1.54772       2.01351       1.40336       1.94728      0.144361      0.662323E-01   3.35064      0.836308      0.825267      0.739348      0.567053      0.382666       0.00000      0.739348    
-  0.478610E-02   12.8183       1.49095       1.92694       1.33861       1.85640      0.152347      0.705364E-01   3.19501      0.801540      0.789871      0.705752      0.537067      0.360778       0.00000      0.705752    
-  0.524785E-02   12.1045       1.43678       1.84370       1.27608       1.76861      0.160700      0.750874E-01   3.04470      0.767868      0.755545      0.673247      0.508215      0.339821       0.00000      0.673247    
-  0.575415E-02   11.4219       1.38515       1.76373       1.21574       1.68384      0.169414      0.798880E-01   2.89958      0.735262      0.722261      0.641807      0.480473      0.319773       0.00000      0.641807    
-  0.630929E-02   10.7688       1.33599       1.68687       1.15744       1.60189      0.178547      0.849829E-01   2.75933      0.703657      0.689947      0.611363      0.453781      0.300580       0.00000      0.611363    
-  0.691799E-02   10.1442       1.28923       1.61306       1.10114       1.52268      0.188098      0.903759E-01   2.62382      0.673023      0.658574      0.581887      0.428113      0.282219       0.00000      0.581887    
-  0.758542E-02   9.54716       1.24483       1.54220       1.04677       1.44613      0.198059      0.960705E-01   2.49290      0.643329      0.628114      0.553353      0.403443      0.264665       0.00000      0.553353    
-  0.831724E-02   8.97687       1.20272       1.47424      0.994293       1.37217      0.208432      0.102071       2.36646      0.614546      0.598540      0.525733      0.379747      0.247896       0.00000      0.525733    
-  0.911966E-02   8.43254       1.16286       1.40910      0.943648       1.30072      0.219215      0.108381       2.24437      0.586647      0.569825      0.499003      0.357001      0.231891       0.00000      0.499003    
-  0.999950E-02   7.91325       1.12518       1.34670      0.894779       1.23170      0.230406      0.115004       2.12648      0.559601      0.541941      0.473134      0.335178      0.216624       0.00000      0.473134    
-  0.109642E-01   7.41813       1.08963       1.28698      0.847634       1.16504      0.241993      0.121941       2.01267      0.533380      0.514862      0.448101      0.314254      0.202074       0.00000      0.448101    
-  0.120220E-01   6.94612       1.05613       1.22984      0.802146       1.10064      0.253985      0.129203       1.90278      0.507947      0.488553      0.423871      0.294199      0.188212       0.00000      0.423871    
-  0.131819E-01   6.49636       1.02463       1.17521      0.758263       1.03842      0.266369      0.136789       1.79669      0.483274      0.462990      0.400419      0.274988      0.175016       0.00000      0.400419    
-  0.144536E-01   6.06799      0.995071       1.12303      0.715931      0.978328      0.279140      0.144702       1.69426      0.459333      0.438145      0.377720      0.256598      0.162462       0.00000      0.377720    
-  0.158481E-01   5.66024      0.967379       1.07322      0.675106      0.920288      0.292273      0.152929       1.59539      0.436100      0.414002      0.355755      0.239006      0.150532       0.00000      0.355755    
-  0.173770E-01   5.27231      0.941494       1.02571      0.635738      0.864239      0.305756      0.161468       1.49998      0.413548      0.390536      0.334500      0.222191      0.139203       0.00000      0.334500    
-  0.190535E-01   4.90350      0.917341      0.980428      0.597790      0.810133      0.319551      0.170295       1.40792      0.391656      0.367734      0.313941      0.206134      0.128459       0.00000      0.313941    
-  0.208917E-01   4.55304      0.894853      0.937314      0.561215      0.757913      0.333638      0.179401       1.31913      0.370401      0.345578      0.294057      0.190815      0.118278       0.00000      0.294057    
-  0.229073E-01   4.22031      0.873945      0.896289      0.525982      0.707544      0.347963      0.188745       1.23353      0.349765      0.324060      0.274840      0.176217      0.108644       0.00000      0.274840    
-  0.251174E-01   3.90458      0.854546      0.857286      0.492049      0.658977      0.362498      0.198310       1.15103      0.329727      0.303164      0.256273      0.162321      0.995399E-01   0.00000      0.256273    
-  0.275406E-01   3.60529      0.836559      0.820222      0.459390      0.612190      0.377170      0.208033       1.07158      0.310275      0.282891      0.238349      0.149114      0.909492E-01   0.00000      0.238349    
-  0.301976E-01   3.32179      0.819904      0.785028      0.427970      0.567145      0.391935      0.217883      0.995115      0.291391      0.263231      0.221059      0.136579      0.828553E-01   0.00000      0.221059    
-  0.331110E-01   3.05353      0.804475      0.751610      0.397767      0.523831      0.406708      0.227779      0.921598      0.273066      0.244188      0.204399      0.124701      0.752437E-01   0.00000      0.204399    
-  0.363055E-01   2.79995      0.790175      0.719888      0.368754      0.482225      0.421421      0.237664      0.850979      0.255286      0.225760      0.188365      0.113468      0.680992E-01   0.00000      0.188365    
-  0.398081E-01   2.56054      0.776890      0.689762      0.340913      0.442323      0.435977      0.247438      0.783236      0.238047      0.207957      0.172958      0.102866      0.614078E-01   0.00000      0.172958    
-  0.436487E-01   2.33480      0.764505      0.661130      0.314224      0.404120      0.450281      0.257010      0.718344      0.221342      0.190786      0.158179      0.928826E-01  0.551555E-01   0.00000      0.158179    
-  0.478598E-01   2.12226      0.752895      0.633881      0.288674      0.367619      0.464221      0.266261      0.656293      0.205167      0.174259      0.144032      0.835066E-01  0.493288E-01   0.00000      0.144032    
-  0.524772E-01   1.92250      0.741924      0.607891      0.264250      0.332829      0.477674      0.275063      0.597078      0.189524      0.158391      0.130523      0.747259E-01  0.439144E-01   0.00000      0.130523    
-  0.575400E-01   1.73508      0.731455      0.583032      0.240943      0.299761      0.490512      0.283271      0.540703      0.174413      0.143201      0.117661      0.665293E-01  0.388992E-01   0.00000      0.117661    
-  0.630913E-01   1.55961      0.721328      0.559154      0.218746      0.268432      0.502582      0.290723      0.487178      0.159841      0.128708      0.105454      0.589047E-01  0.342703E-01   0.00000      0.105454    
-  0.691782E-01   1.39572      0.711393      0.536108      0.197655      0.238863      0.513738      0.297245      0.436519      0.145814      0.114934      0.939146E-01  0.518410E-01  0.300146E-01   0.00000      0.939146E-01
-  0.758523E-01   1.24305      0.701461      0.513720      0.177669      0.211073      0.523791      0.302647      0.388742      0.132344      0.101902      0.830523E-01  0.453249E-01  0.261189E-01   0.00000      0.830523E-01
-  0.831703E-01   1.10125      0.691365      0.491815      0.158787      0.185090      0.532578      0.306726      0.343877      0.119442      0.896383E-01  0.728814E-01  0.393449E-01  0.225701E-01   0.00000      0.728814E-01
-  0.911943E-01  0.970003      0.680881      0.470207      0.141010      0.160924      0.539871      0.309283      0.301934      0.107125      0.781614E-01  0.634085E-01  0.338851E-01  0.193541E-01   0.00000      0.634085E-01
-  0.999925E-01  0.848979      0.669824      0.448690      0.124342      0.138607      0.545482      0.310083      0.262949      0.954093E-01  0.675004E-01  0.546492E-01  0.289328E-01  0.164576E-01   0.00000      0.546492E-01
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+  0.911966E-02   8.57659       1.12674       1.42627      0.913703       1.31460      0.213035      0.111671       2.22830      0.575153      0.591896      0.490869      0.338550      0.231214       0.00000      0.491491    
+  0.999950E-02   8.07451       1.09019       1.36638      0.867652       1.25041      0.222542      0.115973       2.11806      0.549491      0.567650      0.465561      0.318161      0.216598       0.00000      0.466158    
+  0.109642E-01   7.59418       1.05559       1.30877      0.823113       1.18830      0.232480      0.120478       2.01141      0.524562      0.544178      0.440909      0.298551      0.202620       0.00000      0.441497    
+  0.120220E-01   7.13405       1.02280       1.25333      0.780040       1.12807      0.242762      0.125262       1.90811      0.500359      0.521376      0.416879      0.279681      0.189244       0.00000      0.417448    
+  0.131819E-01   6.69324      0.991750       1.19998      0.738422       1.06960      0.253329      0.130387       1.80802      0.476905      0.499197      0.393429      0.261516      0.176447       0.00000      0.393952    
+  0.144536E-01   6.27212      0.962468       1.14876      0.698257       1.01294      0.264210      0.135819       1.71120      0.454182      0.477659      0.370582      0.244075      0.164238       0.00000      0.371042    
+  0.158481E-01   5.86895      0.934831       1.09949      0.659418      0.957956      0.275413      0.141532       1.61737      0.432047      0.456630      0.348383      0.227370      0.152572       0.00000      0.348754    
+  0.173770E-01   5.48389      0.908875       1.05218      0.621937      0.904623      0.286938      0.147554       1.52656      0.410513      0.436114      0.326814      0.211424      0.141452       0.00000      0.327056    
+  0.190535E-01   5.11638      0.884519       1.00679      0.585734      0.852963      0.298784      0.153829       1.43870      0.389535      0.416085      0.305913      0.196199      0.130866       0.00000      0.306012    
+  0.208917E-01   4.76494      0.861600      0.963247      0.550630      0.802973      0.310969      0.160274       1.35360      0.368981      0.396439      0.285770      0.181650      0.120777       0.00000      0.285757    
+  0.229073E-01   4.43011      0.840183      0.921649      0.516649      0.754691      0.323534      0.166959       1.27134      0.348854      0.377175      0.266391      0.167795      0.111201       0.00000      0.266315    
+  0.251174E-01   4.11081      0.820132      0.881657      0.483820      0.707977      0.336312      0.173680       1.19180      0.329230      0.358372      0.247688      0.154590      0.102108       0.00000      0.247497    
+  0.275406E-01   3.80631      0.801378      0.843007      0.452171      0.662710      0.349207      0.180298       1.11488      0.310167      0.340099      0.229574      0.142004      0.934811E-01   0.00000      0.229129    
+  0.301976E-01   3.51695      0.783951      0.805819      0.421688      0.618944      0.362263      0.186875       1.04063      0.291638      0.322327      0.212088      0.130051      0.853282E-01   0.00000      0.211289    
+  0.331110E-01   3.24118      0.767564      0.770011      0.392266      0.576744      0.375298      0.193267      0.969010      0.273598      0.304975      0.195354      0.118668      0.776183E-01   0.00000      0.194151    
+  0.363055E-01   2.97887      0.752211      0.735578      0.363884      0.536116      0.388327      0.199462      0.900000      0.256029      0.288032      0.179384      0.107856      0.703496E-01   0.00000      0.177734    
+  0.398081E-01   2.72992      0.737841      0.702508      0.336553      0.497063      0.401288      0.205446      0.833615      0.238952      0.271503      0.164185      0.976007E-01  0.635186E-01   0.00000      0.162041    
+  0.436487E-01   2.49338      0.724238      0.670742      0.310242      0.459616      0.413996      0.211125      0.769858      0.222396      0.255363      0.149816      0.878462E-01  0.571046E-01   0.00000      0.147148    
+  0.478598E-01   2.26952      0.711505      0.640303      0.284966      0.423743      0.426539      0.216560      0.708709      0.206377      0.239638      0.136220      0.785891E-01  0.511139E-01   0.00000      0.132991    
+  0.524772E-01   2.05791      0.699405      0.611136      0.260693      0.389537      0.438711      0.221599      0.650230      0.190829      0.224260      0.123557      0.698639E-01  0.455351E-01   0.00000      0.119742    
+  0.575400E-01   1.85813      0.687726      0.583249      0.237359      0.357121      0.450367      0.226128      0.594480      0.175687      0.209163      0.112028      0.616721E-01  0.403592E-01   0.00000      0.107599    
+  0.630913E-01   1.67033      0.676561      0.556657      0.214980      0.326456      0.461581      0.230200      0.541437      0.160973      0.194373      0.101567      0.540071E-01  0.355910E-01   0.00000      0.964921E-01
+  0.691782E-01   1.49447      0.665764      0.530981      0.193746      0.297343      0.472018      0.233638      0.491089      0.146748      0.179914      0.918795E-01  0.469978E-01  0.312075E-01   0.00000      0.862210E-01
+  0.758523E-01   1.33143      0.655407      0.506242      0.173813      0.269873      0.481594      0.236369      0.443686      0.133053      0.165833      0.829568E-01  0.407596E-01  0.272392E-01   0.00000      0.768006E-01
+  0.831703E-01   1.17987      0.645346      0.482316      0.154998      0.243864      0.490348      0.238452      0.398862      0.119841      0.152066      0.747407E-01  0.351568E-01  0.236359E-01   0.00000      0.681622E-01
+  0.911943E-01   1.03758      0.635180      0.458744      0.137087      0.218882      0.498092      0.239862      0.355970      0.107074      0.138502      0.669675E-01  0.300138E-01  0.202954E-01   0.00000      0.600849E-01
+  0.999925E-01  0.910229      0.624821      0.435746      0.120646      0.195583      0.504175      0.240163      0.316229      0.950330E-01  0.125280      0.599192E-01  0.256128E-01  0.173828E-01   0.00000      0.529210E-01
+  0.109639      0.793203      0.613793      0.412854      0.105287      0.173476      0.508507      0.239378      0.278762      0.836263E-01  0.112335      0.533078E-01  0.216602E-01  0.147600E-01   0.00000      0.463804E-01
+  0.120217      0.686731      0.601801      0.389750      0.912009E-01  0.152434      0.510600      0.237316      0.243635      0.729282E-01  0.996505E-01  0.470697E-01  0.182728E-01  0.124320E-01   0.00000      0.403519E-01
+  0.131815      0.590449      0.588447      0.366216      0.783851E-01  0.132439      0.510061      0.233777      0.210824      0.629921E-01  0.872536E-01  0.411851E-01  0.153930E-01  0.103764E-01   0.00000      0.348093E-01
+  0.144533      0.503735      0.573226      0.342139      0.668341E-01  0.113515      0.506392      0.228624      0.180349      0.538841E-01  0.751826E-01  0.356528E-01  0.129501E-01  0.857105E-02   0.00000      0.297612E-01
+  0.158477      0.425757      0.555717      0.317503      0.565168E-01  0.957716E-01  0.499200      0.221732      0.152288      0.456160E-01  0.635328E-01  0.304952E-01  0.109008E-01  0.700256E-02   0.00000      0.252362E-01
+  0.173766      0.356033      0.535366      0.292297      0.473437E-01  0.792488E-01  0.488023      0.213048      0.126593      0.381699E-01  0.524592E-01  0.257232E-01  0.917380E-02  0.564244E-02   0.00000      0.211472E-01
+  0.190530      0.294262      0.511939      0.266581      0.392577E-01  0.641040E-01  0.472681      0.202477      0.103362      0.314670E-01  0.421510E-01  0.213639E-01  0.779074E-02  0.448772E-02   0.00000      0.174653E-01
+  0.208912      0.240077      0.485131      0.240488      0.322168E-01  0.505851E-01  0.452915      0.189903      0.828018E-01  0.255173E-01  0.327964E-01  0.174320E-01  0.669945E-02  0.351463E-02   0.00000      0.142741E-01
+  0.229067      0.193037      0.454925      0.214184      0.260867E-01  0.388031E-01  0.428838      0.175381      0.648898E-01  0.202259E-01  0.245637E-01  0.139490E-01  0.586082E-02  0.270731E-02   0.00000      0.115321E-01
+  0.251167      0.152809      0.421288      0.187576      0.209117E-01  0.287453E-01  0.400376      0.158831      0.496571E-01  0.156243E-01  0.176266E-01  0.109170E-01  0.528744E-02  0.204707E-02   0.00000      0.907166E-02
+  0.275399      0.118914      0.384097      0.160778      0.165898E-01  0.204678E-01  0.367508      0.140310      0.370575E-01  0.116495E-01  0.121272E-01  0.835756E-02  0.494028E-02  0.151495E-02   0.00000      0.682564E-02
+  0.301969      0.908428E-01  0.344090      0.134288      0.130289E-01  0.140493E-01  0.331061      0.120238      0.270783E-01  0.829183E-02  0.809778E-02  0.629617E-02  0.473709E-02  0.109223E-02   0.00000      0.485933E-02
+  0.331102      0.678623E-01  0.301414      0.108259      0.102449E-01  0.918738E-02  0.291169      0.990716E-01  0.194323E-01  0.570547E-02  0.546357E-02  0.464855E-02  0.453948E-02  0.760604E-03   0.00000      0.296322E-02
+  0.363046      0.492540E-01  0.256956      0.828985E-01  0.810655E-02  0.574300E-02  0.248850      0.771555E-01  0.138496E-01  0.380901E-02  0.433016E-02  0.336958E-02  0.429754E-02  0.504856E-03   0.00000      0.907990E-03
+  0.398071      0.342941E-01  0.211552      0.602631E-01  0.653244E-02  0.351920E-02  0.205020      0.567439E-01  0.100516E-01  0.261207E-02  0.378552E-02  0.250532E-02  0.392036E-02  0.312816E-03   0.00000      -.579134E-03
+  0.436476      0.226083E-01  0.167144      0.406749E-01  0.505495E-02  0.187599E-02  0.162089      0.387989E-01  0.693094E-02  0.161310E-02  0.345020E-02  0.196899E-02  0.344185E-02  0.174332E-03   0.00000      -.174854E-02
+  0.478586      0.135480E-01  0.126114      0.247050E-01  0.319933E-02  0.810851E-03  0.122915      0.238941E-01  0.401018E-02  0.341462E-03  0.315412E-02  0.161016E-02  0.285787E-02  0.810593E-04   0.00000      -.242433E-02
+  0.524759      0.705722E-02  0.900359E-01  0.131232E-01  0.114898E-02  0.730635E-03  0.888869E-01  0.123925E-01  0.187962E-02  -.111689E-02  0.283951E-02  0.133145E-02  0.226587E-02  0.258361E-04   0.00000      -.213471E-02
+  0.575386      0.287092E-02  0.590970E-01  0.599739E-02  -.225980E-03  0.840300E-03  0.593230E-01  0.515709E-02  0.614320E-03  -.162568E-02  0.244206E-02  0.103318E-02  0.139970E-02  -.141048E-05   0.00000      -.160035E-02
+  0.630897      0.526450E-03  0.349458E-01  0.234861E-02  -.116042E-02  0.133653E-02  0.361062E-01  0.101208E-02  0.176108E-03  -.195350E-02  0.227482E-02  0.719816E-03  0.793083E-03  -.998077E-05   0.00000      -.928312E-03
+  0.691764      -.430549E-03  0.177140E-01  0.977720E-03  -.166066E-02  0.164982E-02  0.193747E-01  -.672100E-03  -.108423E-04  -.193746E-02  0.213276E-02  0.511799E-03  0.276802E-03  -.868266E-05   0.00000      -.474262E-03
+  0.758504      -.536990E-03  0.737526E-02  0.416156E-03  -.114144E-02  0.105225E-02  0.851670E-02  -.636098E-03  -.891825E-04  -.121215E-02  0.124223E-02  0.352332E-03  0.707082E-04  -.420446E-05   0.00000      -.185771E-03
+  0.831682      -.265302E-03  0.227764E-02  0.607385E-04  -.488323E-03  0.281008E-03  0.276597E-02  -.220269E-03  -.207315E-03  -.499416E-03  0.417905E-03  0.147772E-03  0.110933E-04  -.106064E-05   0.00000      -.135836E-03
+  0.911920      -.515887E-04  0.378000E-03  0.259197E-04  -.138901E-03  0.137265E-04  0.516902E-03  0.121931E-04  -.125175E-03  -.141196E-03  0.375094E-04  0.254869E-04  0.229505E-05  -.571282E-07   0.00000      -.237257E-04
+  0.999900      -.372428E-08  0.194491E-07  0.194432E-07  -.121107E-07  -.237459E-09  0.315598E-07  0.196807E-07  -.123482E-07  -.121844E-07  -.807792E-08  0.535128E-09  0.737019E-10  0.473244E-11   0.00000      0.783573E-08
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_08.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_08.txt
index 50704b1ba..459dd6ee7 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_08.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/pdfs_q2val_08.txt
@@ -1,103 +1,103 @@
    8317.00000             101          15   9.99999975E-05  0.999899983    
             x          g             U             D          Ubar          Dbar         u_val         d_val           sea         u_sea         d_sea           str           chm           bot               ph         strbar
-  0.100000E-03   93.3892       7.33344       10.3355       7.32026       10.3310      0.131733E-01  0.446941E-02   17.6513       3.89481       3.89399       3.73790       3.42545       2.69912       0.00000       3.73790    
-  0.109648E-03   89.7397       7.08380       9.97798       7.06979       9.97320      0.140086E-01  0.478086E-02   17.0430       3.76677       3.76589       3.61169       3.30302       2.59562       0.00000       3.61169    
-  0.120226E-03   86.2109       6.84147       9.63107       6.82657       9.62596      0.148976E-01  0.511516E-02   16.4525       3.64238       3.64144       3.48911       3.18419       2.49540       0.00000       3.48911    
-  0.131825E-03   82.7985       6.60622       9.29443       6.59039       9.28896      0.158398E-01  0.547159E-02   15.8793       3.52154       3.52053       3.37006       3.06885       2.39837       0.00000       3.37006    
-  0.144543E-03   79.4994       6.37791       8.96781       6.36107       8.96196      0.168391E-01  0.585222E-02   15.3230       3.40415       3.40308       3.25445       2.95692       2.30443       0.00000       3.25445    
-  0.158489E-03   76.3111       6.15639       8.65101       6.13849       8.64475      0.179008E-01  0.625978E-02   14.7832       3.29016       3.28901       3.14221       2.84832       2.21352       0.00000       3.14221    
-  0.173779E-03   73.2305       5.94150       8.34378       5.92247       8.33709      0.190287E-01  0.669633E-02   14.2596       3.17949       3.17825       3.03326       2.74299       2.12558       0.00000       3.03326    
-  0.190545E-03   70.2539       5.73306       8.04585       5.71283       8.03869      0.202237E-01  0.716186E-02   13.7515       3.07202       3.07070       2.92751       2.64082       2.04049       0.00000       2.92751    
-  0.208928E-03   67.3785       5.53092       7.75699       5.50943       7.74933      0.214908E-01  0.765904E-02   13.2588       2.96769       2.96628       2.82487       2.54173       1.95818       0.00000       2.82487    
-  0.229085E-03   64.6022       5.33496       7.47702       5.31213       7.46883      0.228366E-01  0.819176E-02   12.7810       2.86644       2.86493       2.72529       2.44568       1.87861       0.00000       2.72529    
-  0.251186E-03   61.9217       5.14502       7.20569       5.12076       7.19693      0.242643E-01  0.876131E-02   12.3177       2.76818       2.76656       2.62868       2.35258       1.80168       0.00000       2.62868    
-  0.275420E-03   59.3339       4.96094       6.94275       4.93516       6.93338      0.257763E-01  0.936876E-02   11.8685       2.67283       2.67110       2.53496       2.26233       1.72732       0.00000       2.53496    
-  0.301992E-03   56.8364       4.78258       6.68800       4.75520       6.67798      0.273787E-01  0.100175E-01   11.4332       2.58032       2.57846       2.44406       2.17488       1.65546       0.00000       2.44406    
-  0.331127E-03   54.4271       4.60983       6.44128       4.58075       6.43056      0.290800E-01  0.107128E-01   11.0113       2.49058       2.48860       2.35592       2.09017       1.58605       0.00000       2.35592    
-  0.363073E-03   52.1029       4.44254       6.20233       4.41166       6.19087      0.308822E-01  0.114550E-01   10.6025       2.40354       2.40143       2.27045       2.00811       1.51900       0.00000       2.27045    
-  0.398101E-03   49.8611       4.28055       5.97094       4.24776       5.95869      0.327900E-01  0.122466E-01   10.2065       2.31913       2.31686       2.18759       1.92864       1.45424       0.00000       2.18759    
-  0.436509E-03   47.6994       4.12376       5.74692       4.08895       5.73383      0.348105E-01  0.130919E-01   9.82278       2.23726       2.23485       2.10726       1.85169       1.39172       0.00000       2.10726    
-  0.478622E-03   45.6162       3.97207       5.53014       3.93511       5.51614      0.369540E-01  0.139978E-01   9.45126       2.15791       2.15533       2.02943       1.77720       1.33139       0.00000       2.02943    
-  0.524798E-03   43.6083       3.82530       5.32034       3.78608       5.30537      0.392218E-01  0.149635E-01   9.09145       2.08097       2.07822       1.95399       1.70511       1.27316       0.00000       1.95399    
-  0.575429E-03   41.6735       3.68335       5.11733       3.64173       5.10133      0.416209E-01  0.159934E-01   8.74306       2.00639       2.00346       1.88089       1.63534       1.21698       0.00000       1.88089    
-  0.630945E-03   39.8096       3.54610       4.92094       3.50194       4.90385      0.441598E-01  0.170928E-01   8.40579       1.93411       1.93098       1.81008       1.56783       1.16280       0.00000       1.81008    
-  0.691816E-03   38.0153       3.41348       4.73106       3.36663       4.71279      0.468502E-01  0.182703E-01   8.07942       1.86408       1.86073       1.74149       1.50255       1.11056       0.00000       1.74149    
-  0.758561E-03   36.2875       3.28531       4.54742       3.23562       4.52790      0.496933E-01  0.195243E-01   7.76352       1.79621       1.79265       1.67505       1.43941       1.06020       0.00000       1.67505    
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+  0.109648E-03   76.7537       6.06907       8.55855       6.03721       8.53637      0.318605E-01  0.221805E-01   14.5736       3.25916       3.22024       3.10300       2.77805       2.21165       0.00000       3.10448    
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diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/proton/proton.info b/examples/charmCCxFitterFONLLBProfilerLHeC/output/proton/proton.info
deleted file mode 100644
index b1532b445..000000000
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/proton/proton.info
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deleted file mode 100644
index ce29ecb68..000000000
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----
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--6 -5 -4 -3 -2 -1 21 1 2 3 4 5 6 
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----
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----
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----
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/output/theo_01.dat b/examples/charmCCxFitterFONLLBProfilerLHeC/output/theo_01.dat
index f92cbc9fb..b8f4b0874 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/output/theo_01.dat
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/output/theo_01.dat
@@ -7,117 +7,117 @@
    ColumnName = "x","Q2","y","theory","PDF_nuisance_param_1","PDF_nuisance_param_2","PDF_nuisance_param_3","PDF_nuisance_param_4","PDF_nuisance_param_5","PDF_nuisance_param_6","PDF_nuisance_param_7","PDF_nuisance_param_8","PDF_nuisance_param_9","PDF_nuisance_param_10","PDF_nuisance_param_11","PDF_nuisance_param_12","PDF_nuisance_param_13","PDF_nuisance_param_14","PDF_nuisance_param_15","PDF_nuisance_param_16","PDF_nuisance_param_17","PDF_nuisance_param_18","PDF_nuisance_param_19","PDF_nuisance_param_20","PDF_nuisance_param_21","PDF_nuisance_param_22","PDF_nuisance_param_23","PDF_nuisance_param_24","PDF_nuisance_param_25","PDF_nuisance_param_26","PDF_nuisance_param_27","PDF_nuisance_param_28","PDF_nuisance_param_29","PDF_nuisance_param_30","PDF_nuisance_param_31","PDF_nuisance_param_32","PDF_nuisance_param_33","PDF_nuisance_param_34","PDF_nuisance_param_35","PDF_nuisance_param_36","PDF_nuisance_param_37","PDF_nuisance_param_38","PDF_nuisance_param_39","PDF_nuisance_param_40","PDF_nuisance_param_41","PDF_nuisance_param_42","PDF_nuisance_param_43","PDF_nuisance_param_44","PDF_nuisance_param_45","PDF_nuisance_param_46","PDF_nuisance_param_47","PDF_nuisance_param_48","PDF_nuisance_param_49","PDF_nuisance_param_50","PDF_nuisance_param_51","PDF_nuisance_param_52","PDF_nuisance_param_53","PDF_nuisance_param_54","PDF_nuisance_param_55","PDF_nuisance_param_56","PDF_nuisance_param_57","PDF_nuisance_param_58","PDF_nuisance_param_59","PDF_nuisance_param_60","PDF_nuisance_param_61","PDF_nuisance_param_62","PDF_nuisance_param_63","PDF_nuisance_param_64","PDF_nuisance_param_65","PDF_nuisance_param_66","PDF_nuisance_param_67","PDF_nuisance_param_68","PDF_nuisance_param_69","PDF_nuisance_param_70","PDF_nuisance_param_71","PDF_nuisance_param_72","PDF_nuisance_param_73","PDF_nuisance_param_74","PDF_nuisance_param_75","PDF_nuisance_param_76","PDF_nuisance_param_77","PDF_nuisance_param_78","PDF_nuisance_param_79","PDF_nuisance_param_80","PDF_nuisance_param_81","PDF_nuisance_param_82","PDF_nuisance_param_83","PDF_nuisance_param_84","PDF_nuisance_param_85","PDF_nuisance_param_86","PDF_nuisance_param_87","PDF_nuisance_param_88","PDF_nuisance_param_89","PDF_nuisance_param_90","PDF_nuisance_param_91","PDF_nuisance_param_92","PDF_nuisance_param_93","PDF_nuisance_param_94","PDF_nuisance_param_95","PDF_nuisance_param_96","PDF_nuisance_param_97","PDF_nuisance_param_98","PDF_nuisance_param_99","PDF_nuisance_param_100"
    Percent = 100*True
 &End 
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+  0.1500E+00  0.1000E+06  0.3968E+00  0.3479E-01 -0.5485E+00  0.1143E+01 -0.7483E+00  0.2196E+01 -0.8126E+00 -0.1491E+01 -0.1708E+01 -0.1129E+01 -0.1148E+01 -0.1191E+01  0.5540E-01  0.1641E+01  0.7873E+00 -0.1353E+01 -0.6069E+00  0.5270E+00 -0.2086E+00  0.1423E+01  0.1810E+01  0.1500E+01 -0.1037E+01 -0.7030E+00 -0.1448E+01 -0.1114E+01  0.1892E+01 -0.3314E+00  0.1368E+01 -0.2105E+01 -0.2309E+01  0.9271E+01  0.2936E+01 -0.1685E+01 -0.1284E+01  0.5650E+00 -0.1970E+01  0.3793E-01  0.3697E+01  0.2265E+00  0.9204E-01  0.9219E+00 -0.7179E+00  0.5275E-01  0.4913E+00  0.2326E+00 -0.1292E+01  0.1042E+01 -0.2771E+00 -0.1349E+01  0.1009E+01 -0.6033E+00 -0.2397E+01 -0.1223E+01  0.1201E+01  0.8975E-01  0.1534E+01  0.2895E+00  0.9349E-01  0.1266E+01  0.6243E+00  0.1962E+00 -0.5184E+00 -0.2818E+00 -0.1605E+01  0.1186E+01  0.4415E+00 -0.9055E+00  0.6819E+00 -0.1112E+01  0.4336E+00  0.1552E+01  0.1407E+01 -0.5623E+00  0.1192E+01 -0.1803E+01  0.1471E+00 -0.8317E+00  0.5671E+00 -0.4592E+00  0.1315E+01  0.1910E+01 -0.4460E+00  0.1195E-01 -0.1225E+00  0.1529E+01 -0.8019E+00  0.9589E+00 -0.5943E+00  0.8860E+00  0.4433E+00  0.9637E+00 -0.1195E+01 -0.8345E+00  0.2251E+00 -0.1078E+01 -0.1632E+01  0.1598E+01  0.9263E+00  0.4540E+00 -0.9883E+00 -0.9114E+00
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/parameters.yaml b/examples/charmCCxFitterFONLLBProfilerLHeC/parameters.yaml
index 217b91381..8581ccadd 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/parameters.yaml
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/parameters.yaml
@@ -1,86 +1,9 @@
-Minimizer: MINUIT # CERES
+Minimizer: MINUIT
 MINUIT:
   Commands: |
     set str 2
-    call fcn 1
     call fcn 3
 
-DefaultEvolution: proton-APFELff
-
-Parameters:
-  Ag   :  DEPENDENT
-  Bg   : [ -0.161953, 0.27 ]
-  Cg   : [  5.562367,  0.32 ]
-  Agp  : [ 0.07311, 0.01 ]  # negative gluon ....
-  Bgp  : [ -0.383100, 0.01 ]
-  Cgp  : [ 25.0, 0.]  # fix C of negative gluon
-  Auv  :  DEPENDENT
-  Buv  : [ 0.810476, 0.016 ]
-  Cuv  : [ 4.823512, 0.06 ]
-  Duv  : [    0     ]
-  Euv  : [ 9.921366, 0.8 ]
-  Adv  :  DEPENDENT
-  Bdv  : [ 1.029995, 0.06 ]
-  Cdv  : [ 4.846279, 0.3 ]
-  Aubar: [ 0.0, 0.0 ] # not used (Aubar=Adbar)
-  Bubar: [ 0.0, 0.0  ] # not used (Bubar=Bdbar)
-  Cubar: [ 7.059694, 0.8 ]
-  Dubar: [ 1.548098, 1.0 ]
-  Adbar: [ 0.1613, 0.01 ]
-  Bdbar: [ -0.1273, 0.004  ]
-  Cdbar: # another example of providing value, step etc.
-    value: 9.586246
-    step: 1.2345
-    #min
-    #max
-    #pr_mean
-    #pr_sigma
-  ZERO : [ 0. ]          # zero
-  fs   :   0.4   #no step means fixed
-  DbarToS: "=fs/(1-fs)"
-
-Parameterisations:
-  par_uv:
-    class: HERAPDF
-    parameters: [Auv,Buv,Cuv,Duv,Euv]
-  par_dv:
-    class: HERAPDF
-    parameters: [Adv,Bdv,Cdv]
-  par_ubar:
-    class: HERAPDF
-    parameters: [Adbar,Bdbar,Cubar,Dubar]
-  par_dbar:
-    class: HERAPDF
-    parameters: [Adbar,Bdbar,Cdbar]
-  par_s: # s=fs/(1-fs) * Dbar
-    class: Factor
-    factor: DbarToS #name of parameter
-    input: par_dbar
-  par_g:
-    class: NegativeGluon
-    parameters: [Ag,Bg,Cg,ZERO,ZERO,Agp,Bgp,Cgp]
-  #par_s:
-    #class: HERAPDF
-    #parameters: [As,Bs,Cs]
-  #par_s:
-    #class: Expression
-    #expression: "Adbar*fs/(1-fs)*(x^Bdbar*(1-x)^Cdbar)"
-  # Another example for Expression parameterisation
-  #par_g:
-    #class: Expression
-    #expression: "Ag*(x^Bg*(1-x)^Cg-Agp*x^Bgp*(1-x)^Cgp)"
-
-DefaultDecomposition: proton
-Decompositions:
-  proton:
-    class: UvDvUbarDbarS
-    xuv: par_uv
-    xdv: par_dv
-    xubar: par_ubar
-    xdbar: par_dbar
-    xs: par_s
-    xg: par_g
-
 Evolutions:
   proton-LHAPDF:
     class: LHAPDF
@@ -88,7 +11,7 @@ Evolutions:
     member: 0
   proton-APFELff:
     ? !include evolutions/APFEL.yaml
-    decomposition: proton
+    decomposition: None
     FONLLVariant : "B"
     heavyQuarkMassScheme : "MSBar"
     heavyQuarkMassRunning : "On"
@@ -99,12 +22,15 @@ Evolutions:
 alphas : 0.118
 Q0 : 1.378404875209 # Initial scale =sqrt(1.9)
 
+DefaultEvolution: proton-LHAPDF
+
 byReaction:
   FONLL_DISCC:
     ? !include reactions/FONLL_DISCC.yaml
     FONLLVariant : 'B'
     muRoverQ : 1.0
     muFoverQ : 1.0
+    evolution : proton-LHAPDF
 
 hf_scheme_DISCC :
   defaultValue : 'FONLL_DISCC'
@@ -117,18 +43,3 @@ Profiler:
   Status: "On"               # "Off" to turn off profiler
   WriteTheo: "On"            # Can be "Off", "On" or "Asymmetric" (to store asymmetric variations)
   getChi2: "On"              # determine and report chi2 for each variation
-
-WriteLHAPDF6:
-  name: "proton"
-  description: "..."
-  authors: "..."
-  reference: "..."
-    # use DefaultEvolution
-  #evolution: proton-QCDNUM
-    # take internal grid
-  preferInternalGrid:
-    # or define grid
-  #Xrange: [1e-4, 1]
-  #Qrange: [1,1000]
-  #Xnpoints: 200
-  #Qnpoints: 120
diff --git a/examples/charmCCxFitterFONLLBProfilerLHeC/steering.txt b/examples/charmCCxFitterFONLLBProfilerLHeC/steering.txt
index 019605936..f4741fc1b 100644
--- a/examples/charmCCxFitterFONLLBProfilerLHeC/steering.txt
+++ b/examples/charmCCxFitterFONLLBProfilerLHeC/steering.txt
@@ -63,22 +63,35 @@
   ! WriteLHAPDF5 = false
 &End
 
+*
+* (Optional) MC errors steering cards. Used here to set data=theory
+*
+&MCErrors
+  ! Activate MC method for error estimation if lRand = True
+  lRAND   = True
+  
+  ! Use data (true, default) or theory (false) for the central values of the MC replica
+  lRANDDATA = False
+
+  ! MC method Seed
+  ISeedMC = 123456 
+
+  ! --- Choose what distribution for the random number generator 
+  ! STATYPE (SYS_TYPE)  =   1  gauss
+  ! STATYPE (SYS_TYPE)  =   2  uniform
+  ! STATYPE (SYS_TYPE)  =   3  lognormal
+  ! STATYPE (SYS_TYPE)  =   4  poisson (only for lRANDDATA = False !)
+  !
+  ! STATYPE = SYS_TYPE = 0 with lRANDDATA = False and lRAND   = True yeilds in substitution of data by theory (useful for sensitivity tests)
+  !
+  STATYPE =  0
+  SYSTYPE =  0
+&End
 
 
 *
 * Process dependent cuts
 *
 &Cuts
-  !--------------------- NC ep charm ----------------
-
-   ProcessName(9)     = 'NC e+-p charm'
-   Variable(9)        = 'Q2'
-   CutValueMin(9)     = 3.5 
-   CutValueMax(9)     = 10000.0
-
-   ProcessName(10)     = 'NC e+-p charm'
-   Variable(10)        = 'x'
-   CutValueMin(10)     = 0.000001 
-   CutValueMax(10)     = 1.0
-
 &End
+
diff --git a/src/xfitter_pars.cc b/src/xfitter_pars.cc
index ea4024e47..8d8753ac5 100644
--- a/src/xfitter_pars.cc
+++ b/src/xfitter_pars.cc
@@ -231,6 +231,8 @@ namespace XFITTER_PARS {
       hf_errlog(18082930,s.str());
       name=getDefaultDecompositionName();
     }
+    if (name == "None")
+      return nullptr;
     return xfitter::get_pdfDecomposition(name);
   }
   YAML::Node getEvolutionNode(const std::string&name){
-- 
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