madgraph weights huge

Asked by chopra on 2019-04-23

Dear Experts,
I am using madgraph 2.6.0 to produce multiple weights for an interaction using the EWdim6NLO model.

define ell+ = e+ mu+ ta+
define ell- = e- mu- ta-
define V = w+ w-
define vl = ve vm vt
define vl~ = ve~ vm~ vt~

generate p p > ell+ vl w- $$ t t~ H QED=3 [QCD] @0
add process p p > ell+ vl w- j $$ t t~ H QED=3 [QCD] @1
add process p p > ell- vl~ w+ $$ t t~ H QED=3 [QCD] @2
add process p p > ell- vl~ w+ j $$ t t~ H QED=3 [QCD] @3

Whenever I try adding anomalous electroweak trilinear gauge couplings hat are cp-odd, i.e.
set param_card dim6 4 25.0 #Cwww~

I get weigths on the order of 150 for every event, every coupling.

For example:
<rwgt>
<wgt id='1001'> +1.5650984e+02 </wgt>
<wgt id='1002'> +1.6091651e+02 </wgt>
<wgt id='1003'> +1.3896284e+02 </wgt>
<wgt id='1004'> +1.5253825e+02 </wgt>
<wgt id='1005'> +1.5736906e+02 </wgt>
<wgt id='1006'> +1.3444844e+02 </wgt>
<wgt id='1007'> +1.5995594e+02 </wgt>
<wgt id='1008'> +1.6391175e+02 </wgt>
<wgt id='1009'> +1.4303269e+02 </wgt>

This is consistent event-to-event, although there is a negative sign for the weights for some events.

Is this a cause for concern? I've never seen this behavior before.
Thanks, Kevin

Question information

Language:
English Edit question
Status:
Solved
For:
MadGraph5_aMC@NLO Edit question
Assignee:
No assignee Edit question
Solved by:
Olivier Mattelaer
Solved:
2019-04-30
Last query:
2019-04-30
Last reply:
2019-04-26

This question was reopened

Hi,

What are those weights?
Are they from systematics computation (PDF/scale) or
from BSM weight computtion (each weight representing a different bechmark point)

In both case, since your matrix-element is positive definite, your negative contribution should be related to
negative PDF set which can happen when you are using non LO PDF.

Cheers,

Olivier

> On 23 Apr 2019, at 17:17, chopra <email address hidden> wrote:
>
> New question #680403 on MadGraph5_aMC@NLO:
> https://answers.launchpad.net/mg5amcnlo/+question/680403
>
> Dear Experts,
> I am using madgraph 2.6.0 to produce multiple weights for an interaction using the EWdim6NLO model.
>
> define ell+ = e+ mu+ ta+
> define ell- = e- mu- ta-
> define V = w+ w-
> define vl = ve vm vt
> define vl~ = ve~ vm~ vt~
>
> generate p p > ell+ vl w- $$ t t~ H QED=3 [QCD] @0
> add process p p > ell+ vl w- j $$ t t~ H QED=3 [QCD] @1
> add process p p > ell- vl~ w+ $$ t t~ H QED=3 [QCD] @2
> add process p p > ell- vl~ w+ j $$ t t~ H QED=3 [QCD] @3
>
> Whenever I try adding anomalous electroweak trilinear gauge couplings hat are cp-odd, i.e.
> set param_card dim6 4 25.0 #Cwww~
>
> I get weigths on the order of 150 for every event, every coupling.
>
> For example:
> <rwgt>
> <wgt id='1001'> +1.5650984e+02 </wgt>
> <wgt id='1002'> +1.6091651e+02 </wgt>
> <wgt id='1003'> +1.3896284e+02 </wgt>
> <wgt id='1004'> +1.5253825e+02 </wgt>
> <wgt id='1005'> +1.5736906e+02 </wgt>
> <wgt id='1006'> +1.3444844e+02 </wgt>
> <wgt id='1007'> +1.5995594e+02 </wgt>
> <wgt id='1008'> +1.6391175e+02 </wgt>
> <wgt id='1009'> +1.4303269e+02 </wgt>
>
> This is consistent event-to-event, although there is a negative sign for the weights for some events.
>
> Is this a cause for concern? I've never seen this behavior before.
> Thanks, Kevin
>
>
>
> --
> You received this question notification because you are an answer
> contact for MadGraph5_aMC@NLO.

chopra (kevin-siehl-b) said : #2

Hi, Thanks for responding.

They are from BSM weight computations. What troubled me is that every weight in every event is on the order of 100, when in the past they've varied, but have normally been on order 1.

Every event also has either all positive or all negative weights. So how do I deal with negative weights? Should I change something in the PDF's to avoid them?

Thanks, Kevin

Hi,

> Every event also has either all positive or all negative weights. So
> how do I deal with negative weights? Should I change something in the
> PDF's to avoid them?

This makes sense since the weight correspond to
f1() * f2() * |M|^2
since from one weight to the next, you only modify |M|^2
then your weights should all have the same sign.

If you do not want to have any negative weights, you need to use another PDF set.
(either a LO one, or a PDF set which returns 0 when the fit returns a negative value)

Since your events does not have all the same weight, you need to update your histogram with the value of the weight. If your weight is negative you need to substract that value from your histograms (instead of adding it). Note that you should do that in any case since your central weight should also be negative for such event, so in that case, you do not really have an unweighted sample (only unweighted up to a sign)

Cheers,

Olivier

> On 24 Apr 2019, at 16:43, chopra <email address hidden> wrote:
>
> Question #680403 on MadGraph5_aMC@NLO changed:
> https://answers.launchpad.net/mg5amcnlo/+question/680403
>
> Status: Answered => Open
>
> chopra is still having a problem:
> Hi, Thanks for responding.
>
> They are from BSM weight computations. What troubled me is that every
> weight in every event is on the order of 100, when in the past they've
> varied, but have normally been on order 1.
>
> Every event also has either all positive or all negative weights. So
> how do I deal with negative weights? Should I change something in the
> PDF's to avoid them?
>
> Thanks, Kevin
>
> --
> You received this question notification because you are an answer
> contact for MadGraph5_aMC@NLO.

chopra (kevin-siehl-b) said : #4

Thanks Olivier Mattelaer, that solved my question.

chopra (kevin-siehl-b) said : #5

just to clarify, though, the fact that the weights are ~100 for every event istn't a cause for concern?
In the past, they've usually been less than one.
Thanks ,Kevin

What do past mean?
The normalisation choice of the weight can now be chosen in the run_card. And the default changed at some point (something like 4 years ago)

Get Outlook for iOS<https://aka.ms/o0ukef>

________________________________
From: <email address hidden> on behalf of chopra <email address hidden>
Sent: Thursday, April 25, 2019 12:46 AM
To: Olivier Mattelaer
Subject: Re: [Question #680403]: madgraph weights huge

Question #680403 on MadGraph5_aMC@NLO changed:
https://answers.launchpad.net/mg5amcnlo/+question/680403

Status: Solved => Open

chopra is still having a problem:
just to clarify, though, the fact that the weights are ~100 for every event istn't a cause for concern?
In the past, they've usually been less than one.
Thanks ,Kevin

--
You received this question notification because you are an answer
contact for MadGraph5_aMC@NLO.

chopra (kevin-siehl-b) said : #7

I'm sorry, I wasn't being clear.
I have run the same gridpack, with and without cp-odd couplings, using the model EWdim6NLO, and whether I add cp-odd couplings causes a drastic change in the weight values.

When I generate events with the couplings as follows:
set param_card dim6 1 3.6 #Cwww
set param_card dim6 2 4.5 #Cw
set param_card dim6 3 20.0 #Cb

The weights, including for the standard model, are on the order of 2
<wgt id='1001'> +2.4795980e+00 </wgt>
<wgt id='1002'> +2.4770026e+00 </wgt>
<wgt id='1003'> +2.4827185e+00 </wgt>
<wgt id='1004'> +2.4217957e+00 </wgt>
<wgt id='1005'> +2.4204726e+00 </wgt>
<wgt id='1006'> +2.4233864e+00 </wgt>
<wgt id='1007'> +2.5339472e+00 </wgt>
<wgt id='1008'> +2.5300422e+00 </wgt>
<wgt id='1009'> +2.5386418e+00 </wgt>
<wgt id='1010'> +2.4325772e+00 </wgt>
............................

However, adding a cp-odd coupling,

et param_card dim6 1 3.6 #Cwww
set param_card dim6 2 4.5 #Cw
set param_card dim6 3 20.0 #Cb
set param_card dim6 4 25.0 #Cwww

They jump up to order 100:
<wgt id='1001'> +1.5819000e+02 </wgt>
<wgt id='1002'> +1.3571136e+02 </wgt>
<wgt id='1003'> +1.8908620e+02 </wgt>
<wgt id='1004'> +1.5120860e+02 </wgt>
<wgt id='1005'> +1.2974542e+02 </wgt>
<wgt id='1006'> +1.8070365e+02 </wgt>
<wgt id='1007'> +1.6557503e+02 </wgt>
<wgt id='1008'> +1.4202151e+02 </wgt>
<wgt id='1009'> +1.9795449e+02 </wgt>
<wgt id='1010'> +1.7170081e+02 </wgt>

The drastic change in order of magnitude of the weights is something that i was concerned about. In the past, I had not used EWdim6NLO, I had used only EWdim6, and I did not observe this.

Sorry if my explanation was bad. Kevin

According to your previous answer 1001 and following correspond to different bsm model
In that case it should not matter which model you start with to generate the sample.

I believe that those weight are not bsm weight but systematic weight. Could you paste the information from the banner where the meaning of those weight are defined.

If I am correct here then we should compare those weight to the central one which is the cross section

Cheers

Olivier

Get Outlook for iOS<https://aka.ms/o0ukef>

________________________________
From: <email address hidden> on behalf of chopra <email address hidden>
Sent: Friday, April 26, 2019 6:27 PM
To: Olivier Mattelaer
Subject: Re: [Question #680403]: madgraph weights huge

Question #680403 on MadGraph5_aMC@NLO changed:
https://answers.launchpad.net/mg5amcnlo/+question/680403

Status: Answered => Open

chopra is still having a problem:
I'm sorry, I wasn't being clear.
I have run the same gridpack, with and without cp-odd couplings, using the model EWdim6NLO, and whether I add cp-odd couplings causes a drastic change in the weight values.

When I generate events with the couplings as follows:
set param_card dim6 1 3.6 #Cwww
set param_card dim6 2 4.5 #Cw
set param_card dim6 3 20.0 #Cb

The weights, including for the standard model, are on the order of 2
<wgt id='1001'> +2.4795980e+00 </wgt>
<wgt id='1002'> +2.4770026e+00 </wgt>
<wgt id='1003'> +2.4827185e+00 </wgt>
<wgt id='1004'> +2.4217957e+00 </wgt>
<wgt id='1005'> +2.4204726e+00 </wgt>
<wgt id='1006'> +2.4233864e+00 </wgt>
<wgt id='1007'> +2.5339472e+00 </wgt>
<wgt id='1008'> +2.5300422e+00 </wgt>
<wgt id='1009'> +2.5386418e+00 </wgt>
<wgt id='1010'> +2.4325772e+00 </wgt>
............................

However, adding a cp-odd coupling,

et param_card dim6 1 3.6 #Cwww
set param_card dim6 2 4.5 #Cw
set param_card dim6 3 20.0 #Cb
set param_card dim6 4 25.0 #Cwww

They jump up to order 100:
<wgt id='1001'> +1.5819000e+02 </wgt>
<wgt id='1002'> +1.3571136e+02 </wgt>
<wgt id='1003'> +1.8908620e+02 </wgt>
<wgt id='1004'> +1.5120860e+02 </wgt>
<wgt id='1005'> +1.2974542e+02 </wgt>
<wgt id='1006'> +1.8070365e+02 </wgt>
<wgt id='1007'> +1.6557503e+02 </wgt>
<wgt id='1008'> +1.4202151e+02 </wgt>
<wgt id='1009'> +1.9795449e+02 </wgt>
<wgt id='1010'> +1.7170081e+02 </wgt>

The drastic change in order of magnitude of the weights is something
that i was concerned about. In the past, I had not used EWdim6NLO, I
had used only EWdim6, and I did not observe this.

Sorry if my explanation was bad. Kevin

--
You received this question notification because you are an answer
contact for MadGraph5_aMC@NLO.

chopra (kevin-siehl-b) said : #9

Thanks for the response.
There are a lot of weights, over 1000 lines worth of them, but I'll post here what I think you're asking for. This is from the .lhe file.
<initrwgt>
<![CDATA[
<weightgroup name='scale_variation -1' combine='envelope'>
      <weight id='1001'> dyn= -1 muR=0.10000E+01 muF=0.10000E+01 </weight>
      <weight id='1002'> dyn= -1 muR=0.20000E+01 muF=0.10000E+01 </weight>
      <weight id='1003'> dyn= -1 muR=0.50000E+00 muF=0.10000E+01 </weight>
      <weight id='1004'> dyn= -1 muR=0.10000E+01 muF=0.20000E+01 </weight>
      <weight id='1005'> dyn= -1 muR=0.20000E+01 muF=0.20000E+01 </weight>
      <weight id='1006'> dyn= -1 muR=0.50000E+00 muF=0.20000E+01 </weight>
      <weight id='1007'> dyn= -1 muR=0.10000E+01 muF=0.50000E+00 </weight>
      <weight id='1008'> dyn= -1 muR=0.20000E+01 muF=0.50000E+00 </weight>
      <weight id='1009'> dyn= -1 muR=0.50000E+00 muF=0.50000E+00 </weight>
    </weightgroup>
    <weightgroup name='PDF_variation NNPDF30_nlo_nf_4_pdfas' combine='unknown'>
      <weight id='1010'> PDF= 292000 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1011'> PDF= 292001 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1012'> PDF= 292002 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1013'> PDF= 292003 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1014'> PDF= 292004 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1015'> PDF= 292005 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1016'> PDF= 292006 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1017'> PDF= 292007 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1018'> PDF= 292008 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1019'> PDF= 292009 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1020'> PDF= 292010 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1021'> PDF= 292011 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1022'> PDF= 292012 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1023'> PDF= 292013 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1024'> PDF= 292014 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1025'> PDF= 292015 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1026'> PDF= 292016 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1027'> PDF= 292017 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1028'> PDF= 292018 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1029'> PDF= 292019 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1030'> PDF= 292020 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1031'> PDF= 292021 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1032'> PDF= 292022 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1033'> PDF= 292023 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1034'> PDF= 292024 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1035'> PDF= 292025 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1036'> PDF= 292026 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1037'> PDF= 292027 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1038'> PDF= 292028 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1039'> PDF= 292029 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1040'> PDF= 292030 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1041'> PDF= 292031 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1042'> PDF= 292032 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1043'> PDF= 292033 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1044'> PDF= 292034 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1045'> PDF= 292035 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1046'> PDF= 292036 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1047'> PDF= 292037 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1048'> PDF= 292038 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1049'> PDF= 292039 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1050'> PDF= 292040 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1051'> PDF= 292041 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1052'> PDF= 292042 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1053'> PDF= 292043 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1054'> PDF= 292044 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1055'> PDF= 292045 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1056'> PDF= 292046 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1057'> PDF= 292047 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1058'> PDF= 292048 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1059'> PDF= 292049 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1060'> PDF= 292050 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1061'> PDF= 292051 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1062'> PDF= 292052 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1063'> PDF= 292053 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1064'> PDF= 292054 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1065'> PDF= 292055 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1066'> PDF= 292056 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1067'> PDF= 292057 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1068'> PDF= 292058 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1069'> PDF= 292059 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1070'> PDF= 292060 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1071'> PDF= 292061 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1072'> PDF= 292062 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1073'> PDF= 292063 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1074'> PDF= 292064 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1075'> PDF= 292065 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1076'> PDF= 292066 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1077'> PDF= 292067 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1078'> PDF= 292068 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1079'> PDF= 292069 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1080'> PDF= 292070 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1081'> PDF= 292071 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1082'> PDF= 292072 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1083'> PDF= 292073 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1084'> PDF= 292074 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1085'> PDF= 292075 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1086'> PDF= 292076 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1087'> PDF= 292077 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1088'> PDF= 292078 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1089'> PDF= 292079 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1090'> PDF= 292080 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1091'> PDF= 292081 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1092'> PDF= 292082 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1093'> PDF= 292083 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1094'> PDF= 292084 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1095'> PDF= 292085 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1096'> PDF= 292086 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1097'> PDF= 292087 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1098'> PDF= 292088 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1099'> PDF= 292089 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1100'> PDF= 292090 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1101'> PDF= 292091 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1102'> PDF= 292092 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1103'> PDF= 292093 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1104'> PDF= 292094 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1105'> PDF= 292095 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1106'> PDF= 292096 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1107'> PDF= 292097 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1108'> PDF= 292098 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1109'> PDF= 292099 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1110'> PDF= 292100 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1111'> PDF= 292101 NNPDF30_nlo_nf_4_pdfas </weight>
      <weight id='1112'> PDF= 292102 NNPDF30_nlo_nf_4_pdfas </weight>
    </weightgroup>
<weightgroup name="NNPDF30_nlo_nf_4_pdfas" combine="replicas+as"> # 292000: NNPDF3.0 NLO global fit; mem=0 to mem=100 with alphas(MZ)=0.118, mem=0 ; average on replicas 1-100; mem=1-100 ; PDF replicas with alphas(MZ)=0.118; mem=101 ; central value for alphas=0.117; mem=102 ; central value for alphas=0.119; maximum number of active flavors NF=4
<weight id="1001" MUR="1.0" MUF="1.0" PDF="292000" > </weight>
<weightgroup name="Central scale variation" combine="envelope">
</weightgroup> PDF
<weight id="1002" MUR="2.0" MUF="1.0" PDF="292000" > MUR=2.0 </weight>
<weight id="1003" MUR="0.5" MUF="1.0" PDF="292000" > MUR=0.5 </weight>
<weight id="1004" MUR="1.0" MUF="2.0" PDF="292000" > MUF=2.0 </weight>
<weight id="1005" MUR="2.0" MUF="2.0" PDF="292000" > MUR=2.0 MUF=2.0 </weight>
<weight id="1006" MUR="0.5" MUF="2.0" PDF="292000" > MUR=0.5 MUF=2.0 </weight>
<weight id="1007" MUR="1.0" MUF="0.5" PDF="292000" > MUF=0.5 </weight>
<weight id="1008" MUR="2.0" MUF="0.5" PDF="292000" > MUR=2.0 MUF=0.5 </weight>
<weight id="1009" MUR="0.5" MUF="0.5" PDF="292000" > MUR=0.5 MUF=0.5 </weight>
</weightgroup> # scale
<weightgroup name="NNPDF31_nnlo_as_0118_nf_4" combine="replicas"> # 320900: NNPDF3.1 NNLO global fit, nf=4. mem=0 ; average on replicas; mem=1-100 ; PDF replicas
<weight id="1010" MUR="1.0" MUF="1.0" PDF="320900" > PDF=320900 MemberID=0 </weight>
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<weight id="1012" MUR="1.0" MUF="1.0" PDF="320902" > PDF=320900 MemberID=2 </weight>
<weight id="1013" MUR="1.0" MUF="1.0" PDF="320903" > PDF=320900 MemberID=3 </weight>
<weight id="1014" MUR="1.0" MUF="1.0" PDF="320904" > PDF=320900 MemberID=4 </weight>
<weight id="1015" MUR="1.0" MUF="1.0" PDF="320905" > PDF=320900 MemberID=5 </weight>
<weight id="1016" MUR="1.0" MUF="1.0" PDF="320906" > PDF=320900 MemberID=6 </weight>
<weight id="1017" MUR="1.0" MUF="1.0" PDF="320907" > PDF=320900 MemberID=7 </weight>
<weight id="1018" MUR="1.0" MUF="1.0" PDF="320908" > PDF=320900 MemberID=8 </weight>
<weight id="1019" MUR="1.0" MUF="1.0" PDF="320909" > PDF=320900 MemberID=9 </weight>
<weight id="1020" MUR="1.0" MUF="1.0" PDF="320910" > PDF=320900 MemberID=10 </weight>
<weight id="1021" MUR="1.0" MUF="1.0" PDF="320911" > PDF=320900 MemberID=11 </weight>
<weight id="1022" MUR="1.0" MUF="1.0" PDF="320912" > PDF=320900 MemberID=12 </weight>
<weight id="1023" MUR="1.0" MUF="1.0" PDF="320913" > PDF=320900 MemberID=13 </weight>
<weight id="1024" MUR="1.0" MUF="1.0" PDF="320914" > PDF=320900 MemberID=14 </weight>
<weight id="1025" MUR="1.0" MUF="1.0" PDF="320915" > PDF=320900 MemberID=15 </weight>
<weight id="1026" MUR="1.0" MUF="1.0" PDF="320916" > PDF=320900 MemberID=16 </weight>
<weight id="1027" MUR="1.0" MUF="1.0" PDF="320917" > PDF=320900 MemberID=17 </weight>
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<weight id="1029" MUR="1.0" MUF="1.0" PDF="320919" > PDF=320900 MemberID=19 </weight>
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<weight id="1072" MUR="1.0" MUF="1.0" PDF="320962" > PDF=320900 MemberID=62 </weight>
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<weight id="1074" MUR="1.0" MUF="1.0" PDF="320964" > PDF=320900 MemberID=64 </weight>
<weight id="1075" MUR="1.0" MUF="1.0" PDF="320965" > PDF=320900 MemberID=65 </weight>
<weight id="1076" MUR="1.0" MUF="1.0" PDF="320966" > PDF=320900 MemberID=66 </weight>
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<weight id="1087" MUR="1.0" MUF="1.0" PDF="320977" > PDF=320900 MemberID=77 </weight>
<weight id="1088" MUR="1.0" MUF="1.0" PDF="320978" > PDF=320900 MemberID=78 </weight>
<weight id="1089" MUR="1.0" MUF="1.0" PDF="320979" > PDF=320900 MemberID=79 </weight>
<weight id="1090" MUR="1.0" MUF="1.0" PDF="320980" > PDF=320900 MemberID=80 </weight>
<weight id="1091" MUR="1.0" MUF="1.0" PDF="320981" > PDF=320900 MemberID=81 </weight>
<weight id="1092" MUR="1.0" MUF="1.0" PDF="320982" > PDF=320900 MemberID=82 </weight>
<weight id="1093" MUR="1.0" MUF="1.0" PDF="320983" > PDF=320900 MemberID=83 </weight>
<weight id="1094" MUR="1.0" MUF="1.0" PDF="320984" > PDF=320900 MemberID=84 </weight>
<weight id="1095" MUR="1.0" MUF="1.0" PDF="320985" > PDF=320900 MemberID=85 </weight>
<weight id="1096" MUR="1.0" MUF="1.0" PDF="320986" > PDF=320900 MemberID=86 </weight>
<weight id="1097" MUR="1.0" MUF="1.0" PDF="320987" > PDF=320900 MemberID=87 </weight>
<weight id="1098" MUR="1.0" MUF="1.0" PDF="320988" > PDF=320900 MemberID=88 </weight>
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<weight id="1100" MUR="1.0" MUF="1.0" PDF="320990" > PDF=320900 MemberID=90 </weight>
<weight id="1101" MUR="1.0" MUF="1.0" PDF="320991" > PDF=320900 MemberID=91 </weight>
<weight id="1102" MUR="1.0" MUF="1.0" PDF="320992" > PDF=320900 MemberID=92 </weight>
<weight id="1103" MUR="1.0" MUF="1.0" PDF="320993" > PDF=320900 MemberID=93 </weight>
<weight id="1104" MUR="1.0" MUF="1.0" PDF="320994" > PDF=320900 MemberID=94 </weight>
<weight id="1105" MUR="1.0" MUF="1.0" PDF="320995" > PDF=320900 MemberID=95 </weight>
<weight id="1106" MUR="1.0" MUF="1.0" PDF="320996" > PDF=320900 MemberID=96 </weight>
<weight id="1107" MUR="1.0" MUF="1.0" PDF="320997" > PDF=320900 MemberID=97 </weight>
<weight id="1108" MUR="1.0" MUF="1.0" PDF="320998" > PDF=320900 MemberID=98 </weight>
<weight id="1109" MUR="1.0" MUF="1.0" PDF="320999" > PDF=320900 MemberID=99 </weight>
<weight id="1110" MUR="1.0" MUF="1.0" PDF="321000" > PDF=320900 MemberID=100 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="CT10nlo_nf4" combine="unknown"> # 11082: CT10 NLO PDF fixed 4-flavour fits using the standard CTEQ PDF evolution but using the HOPPET alphas_s running solution. NEW CT12 grid type. Excluding the D0 Run-II W asymmetry data. mem=0 ; mem=0 ; NF4 high scale Q=m_Z=91.190 GeV; mem=1 ; NF4 low scale Q=m_tau=1.778 GeV
<weight id="1111" MUR="1.0" MUF="1.0" PDF="11082" > PDF=11082 MemberID=0 </weight>
<weight id="1112" MUR="1.0" MUF="1.0" PDF="11083" > PDF=11082 MemberID=1 </weight>
</weightgroup> # PDFSET -> PDF
<weight id="1113" MUR="1.0" MUF="1.0" PDF="13091" > PDF=13091 MemberID=0 </weight>
<weight id="1114" MUR="1.0" MUF="1.0" PDF="13191" > PDF=13191 MemberID=0 </weight>
<weight id="1115" MUR="1.0" MUF="1.0" PDF="13202" > PDF=13202 MemberID=0 </weight>
<weightgroup name="MSTW2008lo68cl_nf4" combine="hessian"> # 23100: MSTW 2008 LO (68% C.L.) evolved with 4 flavours maximum. This set has 41 member PDFs. mem=0 ; central value; mem=1-40 ; 20 eigenvectors (+/- directions). http://mstwpdf.hepforge.org
<weight id="1116" MUR="1.0" MUF="1.0" PDF="23100" > PDF=23100 MemberID=0 </weight>
<weight id="1117" MUR="1.0" MUF="1.0" PDF="23101" > PDF=23100 MemberID=1 </weight>
<weight id="1118" MUR="1.0" MUF="1.0" PDF="23102" > PDF=23100 MemberID=2 </weight>
<weight id="1119" MUR="1.0" MUF="1.0" PDF="23103" > PDF=23100 MemberID=3 </weight>
<weight id="1120" MUR="1.0" MUF="1.0" PDF="23104" > PDF=23100 MemberID=4 </weight>
<weight id="1121" MUR="1.0" MUF="1.0" PDF="23105" > PDF=23100 MemberID=5 </weight>
<weight id="1122" MUR="1.0" MUF="1.0" PDF="23106" > PDF=23100 MemberID=6 </weight>
<weight id="1123" MUR="1.0" MUF="1.0" PDF="23107" > PDF=23100 MemberID=7 </weight>
<weight id="1124" MUR="1.0" MUF="1.0" PDF="23108" > PDF=23100 MemberID=8 </weight>
<weight id="1125" MUR="1.0" MUF="1.0" PDF="23109" > PDF=23100 MemberID=9 </weight>
<weight id="1126" MUR="1.0" MUF="1.0" PDF="23110" > PDF=23100 MemberID=10 </weight>
<weight id="1127" MUR="1.0" MUF="1.0" PDF="23111" > PDF=23100 MemberID=11 </weight>
<weight id="1128" MUR="1.0" MUF="1.0" PDF="23112" > PDF=23100 MemberID=12 </weight>
<weight id="1129" MUR="1.0" MUF="1.0" PDF="23113" > PDF=23100 MemberID=13 </weight>
<weight id="1130" MUR="1.0" MUF="1.0" PDF="23114" > PDF=23100 MemberID=14 </weight>
<weight id="1131" MUR="1.0" MUF="1.0" PDF="23115" > PDF=23100 MemberID=15 </weight>
<weight id="1132" MUR="1.0" MUF="1.0" PDF="23116" > PDF=23100 MemberID=16 </weight>
<weight id="1133" MUR="1.0" MUF="1.0" PDF="23117" > PDF=23100 MemberID=17 </weight>
<weight id="1134" MUR="1.0" MUF="1.0" PDF="23118" > PDF=23100 MemberID=18 </weight>
<weight id="1135" MUR="1.0" MUF="1.0" PDF="23119" > PDF=23100 MemberID=19 </weight>
<weight id="1136" MUR="1.0" MUF="1.0" PDF="23120" > PDF=23100 MemberID=20 </weight>
<weight id="1137" MUR="1.0" MUF="1.0" PDF="23121" > PDF=23100 MemberID=21 </weight>
<weight id="1138" MUR="1.0" MUF="1.0" PDF="23122" > PDF=23100 MemberID=22 </weight>
<weight id="1139" MUR="1.0" MUF="1.0" PDF="23123" > PDF=23100 MemberID=23 </weight>
<weight id="1140" MUR="1.0" MUF="1.0" PDF="23124" > PDF=23100 MemberID=24 </weight>
<weight id="1141" MUR="1.0" MUF="1.0" PDF="23125" > PDF=23100 MemberID=25 </weight>
<weight id="1142" MUR="1.0" MUF="1.0" PDF="23126" > PDF=23100 MemberID=26 </weight>
<weight id="1143" MUR="1.0" MUF="1.0" PDF="23127" > PDF=23100 MemberID=27 </weight>
<weight id="1144" MUR="1.0" MUF="1.0" PDF="23128" > PDF=23100 MemberID=28 </weight>
<weight id="1145" MUR="1.0" MUF="1.0" PDF="23129" > PDF=23100 MemberID=29 </weight>
<weight id="1146" MUR="1.0" MUF="1.0" PDF="23130" > PDF=23100 MemberID=30 </weight>
<weight id="1147" MUR="1.0" MUF="1.0" PDF="23131" > PDF=23100 MemberID=31 </weight>
<weight id="1148" MUR="1.0" MUF="1.0" PDF="23132" > PDF=23100 MemberID=32 </weight>
<weight id="1149" MUR="1.0" MUF="1.0" PDF="23133" > PDF=23100 MemberID=33 </weight>
<weight id="1150" MUR="1.0" MUF="1.0" PDF="23134" > PDF=23100 MemberID=34 </weight>
<weight id="1151" MUR="1.0" MUF="1.0" PDF="23135" > PDF=23100 MemberID=35 </weight>
<weight id="1152" MUR="1.0" MUF="1.0" PDF="23136" > PDF=23100 MemberID=36 </weight>
<weight id="1153" MUR="1.0" MUF="1.0" PDF="23137" > PDF=23100 MemberID=37 </weight>
<weight id="1154" MUR="1.0" MUF="1.0" PDF="23138" > PDF=23100 MemberID=38 </weight>
<weight id="1155" MUR="1.0" MUF="1.0" PDF="23139" > PDF=23100 MemberID=39 </weight>
<weight id="1156" MUR="1.0" MUF="1.0" PDF="23140" > PDF=23100 MemberID=40 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MSTW2008nlo68cl_nf4" combine="hessian"> # 23300: MSTW 2008 NLO (68% C.L.) evolved with 4 flavours maximum. This set has 41 member PDFs. mem=0 ; central value; mem=1-40 ; 20 eigenvectors (+/- directions). http://mstwpdf.hepforge.org
<weight id="1157" MUR="1.0" MUF="1.0" PDF="23300" > PDF=23300 MemberID=0 </weight>
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<weight id="1159" MUR="1.0" MUF="1.0" PDF="23302" > PDF=23300 MemberID=2 </weight>
<weight id="1160" MUR="1.0" MUF="1.0" PDF="23303" > PDF=23300 MemberID=3 </weight>
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<weight id="1162" MUR="1.0" MUF="1.0" PDF="23305" > PDF=23300 MemberID=5 </weight>
<weight id="1163" MUR="1.0" MUF="1.0" PDF="23306" > PDF=23300 MemberID=6 </weight>
<weight id="1164" MUR="1.0" MUF="1.0" PDF="23307" > PDF=23300 MemberID=7 </weight>
<weight id="1165" MUR="1.0" MUF="1.0" PDF="23308" > PDF=23300 MemberID=8 </weight>
<weight id="1166" MUR="1.0" MUF="1.0" PDF="23309" > PDF=23300 MemberID=9 </weight>
<weight id="1167" MUR="1.0" MUF="1.0" PDF="23310" > PDF=23300 MemberID=10 </weight>
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<weight id="1179" MUR="1.0" MUF="1.0" PDF="23322" > PDF=23300 MemberID=22 </weight>
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<weight id="1181" MUR="1.0" MUF="1.0" PDF="23324" > PDF=23300 MemberID=24 </weight>
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<weight id="1186" MUR="1.0" MUF="1.0" PDF="23329" > PDF=23300 MemberID=29 </weight>
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<weight id="1190" MUR="1.0" MUF="1.0" PDF="23333" > PDF=23300 MemberID=33 </weight>
<weight id="1191" MUR="1.0" MUF="1.0" PDF="23334" > PDF=23300 MemberID=34 </weight>
<weight id="1192" MUR="1.0" MUF="1.0" PDF="23335" > PDF=23300 MemberID=35 </weight>
<weight id="1193" MUR="1.0" MUF="1.0" PDF="23336" > PDF=23300 MemberID=36 </weight>
<weight id="1194" MUR="1.0" MUF="1.0" PDF="23337" > PDF=23300 MemberID=37 </weight>
<weight id="1195" MUR="1.0" MUF="1.0" PDF="23338" > PDF=23300 MemberID=38 </weight>
<weight id="1196" MUR="1.0" MUF="1.0" PDF="23339" > PDF=23300 MemberID=39 </weight>
<weight id="1197" MUR="1.0" MUF="1.0" PDF="23340" > PDF=23300 MemberID=40 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MSTW2008nlo_mbrange_nf4" combine="unknown"> # 23490: MSTW 2008 NLO (fits for range of m_b values, evolve with 4 flavours maximum). This set has 7 member PDFs. mem=0 ; default m_b = 4.75 GeV; mem=1-6 ; m_b = 4.00, 4.25, 4.50, 5.00, 5.25, 5.50 GeV. http://mstwpdf.hepforge.org
<weight id="1198" MUR="1.0" MUF="1.0" PDF="23490" > PDF=23490 MemberID=0 </weight>
<weight id="1199" MUR="1.0" MUF="1.0" PDF="23491" > PDF=23490 MemberID=1 </weight>
<weight id="1200" MUR="1.0" MUF="1.0" PDF="23492" > PDF=23490 MemberID=2 </weight>
<weight id="1201" MUR="1.0" MUF="1.0" PDF="23493" > PDF=23490 MemberID=3 </weight>
<weight id="1202" MUR="1.0" MUF="1.0" PDF="23494" > PDF=23490 MemberID=4 </weight>
<weight id="1203" MUR="1.0" MUF="1.0" PDF="23495" > PDF=23490 MemberID=5 </weight>
<weight id="1204" MUR="1.0" MUF="1.0" PDF="23496" > PDF=23490 MemberID=6 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MSTW2008nnlo68cl_nf4" combine="hessian"> # 23600: MSTW 2008 NNLO (68% C.L.) evolved with 4 flavours maximum. This set has 41 member PDFs. mem=0 ; central value; mem=1-40 ; 20 eigenvectors (+/- directions). http://mstwpdf.hepforge.org
<weight id="1205" MUR="1.0" MUF="1.0" PDF="23600" > PDF=23600 MemberID=0 </weight>
<weight id="1206" MUR="1.0" MUF="1.0" PDF="23601" > PDF=23600 MemberID=1 </weight>
<weight id="1207" MUR="1.0" MUF="1.0" PDF="23602" > PDF=23600 MemberID=2 </weight>
<weight id="1208" MUR="1.0" MUF="1.0" PDF="23603" > PDF=23600 MemberID=3 </weight>
<weight id="1209" MUR="1.0" MUF="1.0" PDF="23604" > PDF=23600 MemberID=4 </weight>
<weight id="1210" MUR="1.0" MUF="1.0" PDF="23605" > PDF=23600 MemberID=5 </weight>
<weight id="1211" MUR="1.0" MUF="1.0" PDF="23606" > PDF=23600 MemberID=6 </weight>
<weight id="1212" MUR="1.0" MUF="1.0" PDF="23607" > PDF=23600 MemberID=7 </weight>
<weight id="1213" MUR="1.0" MUF="1.0" PDF="23608" > PDF=23600 MemberID=8 </weight>
<weight id="1214" MUR="1.0" MUF="1.0" PDF="23609" > PDF=23600 MemberID=9 </weight>
<weight id="1215" MUR="1.0" MUF="1.0" PDF="23610" > PDF=23600 MemberID=10 </weight>
<weight id="1216" MUR="1.0" MUF="1.0" PDF="23611" > PDF=23600 MemberID=11 </weight>
<weight id="1217" MUR="1.0" MUF="1.0" PDF="23612" > PDF=23600 MemberID=12 </weight>
<weight id="1218" MUR="1.0" MUF="1.0" PDF="23613" > PDF=23600 MemberID=13 </weight>
<weight id="1219" MUR="1.0" MUF="1.0" PDF="23614" > PDF=23600 MemberID=14 </weight>
<weight id="1220" MUR="1.0" MUF="1.0" PDF="23615" > PDF=23600 MemberID=15 </weight>
<weight id="1221" MUR="1.0" MUF="1.0" PDF="23616" > PDF=23600 MemberID=16 </weight>
<weight id="1222" MUR="1.0" MUF="1.0" PDF="23617" > PDF=23600 MemberID=17 </weight>
<weight id="1223" MUR="1.0" MUF="1.0" PDF="23618" > PDF=23600 MemberID=18 </weight>
<weight id="1224" MUR="1.0" MUF="1.0" PDF="23619" > PDF=23600 MemberID=19 </weight>
<weight id="1225" MUR="1.0" MUF="1.0" PDF="23620" > PDF=23600 MemberID=20 </weight>
<weight id="1226" MUR="1.0" MUF="1.0" PDF="23621" > PDF=23600 MemberID=21 </weight>
<weight id="1227" MUR="1.0" MUF="1.0" PDF="23622" > PDF=23600 MemberID=22 </weight>
<weight id="1228" MUR="1.0" MUF="1.0" PDF="23623" > PDF=23600 MemberID=23 </weight>
<weight id="1229" MUR="1.0" MUF="1.0" PDF="23624" > PDF=23600 MemberID=24 </weight>
<weight id="1230" MUR="1.0" MUF="1.0" PDF="23625" > PDF=23600 MemberID=25 </weight>
<weight id="1231" MUR="1.0" MUF="1.0" PDF="23626" > PDF=23600 MemberID=26 </weight>
<weight id="1232" MUR="1.0" MUF="1.0" PDF="23627" > PDF=23600 MemberID=27 </weight>
<weight id="1233" MUR="1.0" MUF="1.0" PDF="23628" > PDF=23600 MemberID=28 </weight>
<weight id="1234" MUR="1.0" MUF="1.0" PDF="23629" > PDF=23600 MemberID=29 </weight>
<weight id="1235" MUR="1.0" MUF="1.0" PDF="23630" > PDF=23600 MemberID=30 </weight>
<weight id="1236" MUR="1.0" MUF="1.0" PDF="23631" > PDF=23600 MemberID=31 </weight>
<weight id="1237" MUR="1.0" MUF="1.0" PDF="23632" > PDF=23600 MemberID=32 </weight>
<weight id="1238" MUR="1.0" MUF="1.0" PDF="23633" > PDF=23600 MemberID=33 </weight>
<weight id="1239" MUR="1.0" MUF="1.0" PDF="23634" > PDF=23600 MemberID=34 </weight>
<weight id="1240" MUR="1.0" MUF="1.0" PDF="23635" > PDF=23600 MemberID=35 </weight>
<weight id="1241" MUR="1.0" MUF="1.0" PDF="23636" > PDF=23600 MemberID=36 </weight>
<weight id="1242" MUR="1.0" MUF="1.0" PDF="23637" > PDF=23600 MemberID=37 </weight>
<weight id="1243" MUR="1.0" MUF="1.0" PDF="23638" > PDF=23600 MemberID=38 </weight>
<weight id="1244" MUR="1.0" MUF="1.0" PDF="23639" > PDF=23600 MemberID=39 </weight>
<weight id="1245" MUR="1.0" MUF="1.0" PDF="23640" > PDF=23600 MemberID=40 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MSTW2008nnlo_mbrange_nf4" combine="unknown"> # 23790: MSTW 2008 NNLO (fits for range of m_b values, evolve with 4 flavours maximum). This set has 7 member PDFs. mem=0 ; default m_b = 4.75 GeV; mem=1-6 ; m_b = 4.00, 4.25, 4.50, 5.00, 5.25, 5.50 GeV. http://mstwpdf.hepforge.org
<weight id="1246" MUR="1.0" MUF="1.0" PDF="23790" > PDF=23790 MemberID=0 </weight>
<weight id="1247" MUR="1.0" MUF="1.0" PDF="23791" > PDF=23790 MemberID=1 </weight>
<weight id="1248" MUR="1.0" MUF="1.0" PDF="23792" > PDF=23790 MemberID=2 </weight>
<weight id="1249" MUR="1.0" MUF="1.0" PDF="23793" > PDF=23790 MemberID=3 </weight>
<weight id="1250" MUR="1.0" MUF="1.0" PDF="23794" > PDF=23790 MemberID=4 </weight>
<weight id="1251" MUR="1.0" MUF="1.0" PDF="23795" > PDF=23790 MemberID=5 </weight>
<weight id="1252" MUR="1.0" MUF="1.0" PDF="23796" > PDF=23790 MemberID=6 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MMHT2014nlo68cl_nf4" combine="hessian"> # 25410: MMHT 2014 NLO (68% C.L.): evolve with 4 flavours maximum. This set has 51 member PDFs. mem=0 --.gt. central value; mem=1-50 --.gt. 20 eigenvector sets (+/- directions). Website: www.hep.ucl.ac.uk/mmht
<weight id="1253" MUR="1.0" MUF="1.0" PDF="25410" > PDF=25410 MemberID=0 </weight>
<weight id="1254" MUR="1.0" MUF="1.0" PDF="25411" > PDF=25410 MemberID=1 </weight>
<weight id="1255" MUR="1.0" MUF="1.0" PDF="25412" > PDF=25410 MemberID=2 </weight>
<weight id="1256" MUR="1.0" MUF="1.0" PDF="25413" > PDF=25410 MemberID=3 </weight>
<weight id="1257" MUR="1.0" MUF="1.0" PDF="25414" > PDF=25410 MemberID=4 </weight>
<weight id="1258" MUR="1.0" MUF="1.0" PDF="25415" > PDF=25410 MemberID=5 </weight>
<weight id="1259" MUR="1.0" MUF="1.0" PDF="25416" > PDF=25410 MemberID=6 </weight>
<weight id="1260" MUR="1.0" MUF="1.0" PDF="25417" > PDF=25410 MemberID=7 </weight>
<weight id="1261" MUR="1.0" MUF="1.0" PDF="25418" > PDF=25410 MemberID=8 </weight>
<weight id="1262" MUR="1.0" MUF="1.0" PDF="25419" > PDF=25410 MemberID=9 </weight>
<weight id="1263" MUR="1.0" MUF="1.0" PDF="25420" > PDF=25410 MemberID=10 </weight>
<weight id="1264" MUR="1.0" MUF="1.0" PDF="25421" > PDF=25410 MemberID=11 </weight>
<weight id="1265" MUR="1.0" MUF="1.0" PDF="25422" > PDF=25410 MemberID=12 </weight>
<weight id="1266" MUR="1.0" MUF="1.0" PDF="25423" > PDF=25410 MemberID=13 </weight>
<weight id="1267" MUR="1.0" MUF="1.0" PDF="25424" > PDF=25410 MemberID=14 </weight>
<weight id="1268" MUR="1.0" MUF="1.0" PDF="25425" > PDF=25410 MemberID=15 </weight>
<weight id="1269" MUR="1.0" MUF="1.0" PDF="25426" > PDF=25410 MemberID=16 </weight>
<weight id="1270" MUR="1.0" MUF="1.0" PDF="25427" > PDF=25410 MemberID=17 </weight>
<weight id="1271" MUR="1.0" MUF="1.0" PDF="25428" > PDF=25410 MemberID=18 </weight>
<weight id="1272" MUR="1.0" MUF="1.0" PDF="25429" > PDF=25410 MemberID=19 </weight>
<weight id="1273" MUR="1.0" MUF="1.0" PDF="25430" > PDF=25410 MemberID=20 </weight>
<weight id="1274" MUR="1.0" MUF="1.0" PDF="25431" > PDF=25410 MemberID=21 </weight>
<weight id="1275" MUR="1.0" MUF="1.0" PDF="25432" > PDF=25410 MemberID=22 </weight>
<weight id="1276" MUR="1.0" MUF="1.0" PDF="25433" > PDF=25410 MemberID=23 </weight>
<weight id="1277" MUR="1.0" MUF="1.0" PDF="25434" > PDF=25410 MemberID=24 </weight>
<weight id="1278" MUR="1.0" MUF="1.0" PDF="25435" > PDF=25410 MemberID=25 </weight>
<weight id="1279" MUR="1.0" MUF="1.0" PDF="25436" > PDF=25410 MemberID=26 </weight>
<weight id="1280" MUR="1.0" MUF="1.0" PDF="25437" > PDF=25410 MemberID=27 </weight>
<weight id="1281" MUR="1.0" MUF="1.0" PDF="25438" > PDF=25410 MemberID=28 </weight>
<weight id="1282" MUR="1.0" MUF="1.0" PDF="25439" > PDF=25410 MemberID=29 </weight>
<weight id="1283" MUR="1.0" MUF="1.0" PDF="25440" > PDF=25410 MemberID=30 </weight>
<weight id="1284" MUR="1.0" MUF="1.0" PDF="25441" > PDF=25410 MemberID=31 </weight>
<weight id="1285" MUR="1.0" MUF="1.0" PDF="25442" > PDF=25410 MemberID=32 </weight>
<weight id="1286" MUR="1.0" MUF="1.0" PDF="25443" > PDF=25410 MemberID=33 </weight>
<weight id="1287" MUR="1.0" MUF="1.0" PDF="25444" > PDF=25410 MemberID=34 </weight>
<weight id="1288" MUR="1.0" MUF="1.0" PDF="25445" > PDF=25410 MemberID=35 </weight>
<weight id="1289" MUR="1.0" MUF="1.0" PDF="25446" > PDF=25410 MemberID=36 </weight>
<weight id="1290" MUR="1.0" MUF="1.0" PDF="25447" > PDF=25410 MemberID=37 </weight>
<weight id="1291" MUR="1.0" MUF="1.0" PDF="25448" > PDF=25410 MemberID=38 </weight>
<weight id="1292" MUR="1.0" MUF="1.0" PDF="25449" > PDF=25410 MemberID=39 </weight>
<weight id="1293" MUR="1.0" MUF="1.0" PDF="25450" > PDF=25410 MemberID=40 </weight>
<weight id="1294" MUR="1.0" MUF="1.0" PDF="25451" > PDF=25410 MemberID=41 </weight>
<weight id="1295" MUR="1.0" MUF="1.0" PDF="25452" > PDF=25410 MemberID=42 </weight>
<weight id="1296" MUR="1.0" MUF="1.0" PDF="25453" > PDF=25410 MemberID=43 </weight>
<weight id="1297" MUR="1.0" MUF="1.0" PDF="25454" > PDF=25410 MemberID=44 </weight>
<weight id="1298" MUR="1.0" MUF="1.0" PDF="25455" > PDF=25410 MemberID=45 </weight>
<weight id="1299" MUR="1.0" MUF="1.0" PDF="25456" > PDF=25410 MemberID=46 </weight>
<weight id="1300" MUR="1.0" MUF="1.0" PDF="25457" > PDF=25410 MemberID=47 </weight>
<weight id="1301" MUR="1.0" MUF="1.0" PDF="25458" > PDF=25410 MemberID=48 </weight>
<weight id="1302" MUR="1.0" MUF="1.0" PDF="25459" > PDF=25410 MemberID=49 </weight>
<weight id="1303" MUR="1.0" MUF="1.0" PDF="25460" > PDF=25410 MemberID=50 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MMHT2014nlo68clas118_nf4" combine="hessian"> # 25510: MMHT 2014 NLO (68% C.L.): evolve with 4 flavours maximum. This set has 51 member PDFs. mem=0 --.gt. central value; mem=1-50 --.gt. 20 eigenvector sets (+/- directions). Website: www.hep.ucl.ac.uk/mmht
<weight id="1304" MUR="1.0" MUF="1.0" PDF="25510" > PDF=25510 MemberID=0 </weight>
<weight id="1305" MUR="1.0" MUF="1.0" PDF="25511" > PDF=25510 MemberID=1 </weight>
<weight id="1306" MUR="1.0" MUF="1.0" PDF="25512" > PDF=25510 MemberID=2 </weight>
<weight id="1307" MUR="1.0" MUF="1.0" PDF="25513" > PDF=25510 MemberID=3 </weight>
<weight id="1308" MUR="1.0" MUF="1.0" PDF="25514" > PDF=25510 MemberID=4 </weight>
<weight id="1309" MUR="1.0" MUF="1.0" PDF="25515" > PDF=25510 MemberID=5 </weight>
<weight id="1310" MUR="1.0" MUF="1.0" PDF="25516" > PDF=25510 MemberID=6 </weight>
<weight id="1311" MUR="1.0" MUF="1.0" PDF="25517" > PDF=25510 MemberID=7 </weight>
<weight id="1312" MUR="1.0" MUF="1.0" PDF="25518" > PDF=25510 MemberID=8 </weight>
<weight id="1313" MUR="1.0" MUF="1.0" PDF="25519" > PDF=25510 MemberID=9 </weight>
<weight id="1314" MUR="1.0" MUF="1.0" PDF="25520" > PDF=25510 MemberID=10 </weight>
<weight id="1315" MUR="1.0" MUF="1.0" PDF="25521" > PDF=25510 MemberID=11 </weight>
<weight id="1316" MUR="1.0" MUF="1.0" PDF="25522" > PDF=25510 MemberID=12 </weight>
<weight id="1317" MUR="1.0" MUF="1.0" PDF="25523" > PDF=25510 MemberID=13 </weight>
<weight id="1318" MUR="1.0" MUF="1.0" PDF="25524" > PDF=25510 MemberID=14 </weight>
<weight id="1319" MUR="1.0" MUF="1.0" PDF="25525" > PDF=25510 MemberID=15 </weight>
<weight id="1320" MUR="1.0" MUF="1.0" PDF="25526" > PDF=25510 MemberID=16 </weight>
<weight id="1321" MUR="1.0" MUF="1.0" PDF="25527" > PDF=25510 MemberID=17 </weight>
<weight id="1322" MUR="1.0" MUF="1.0" PDF="25528" > PDF=25510 MemberID=18 </weight>
<weight id="1323" MUR="1.0" MUF="1.0" PDF="25529" > PDF=25510 MemberID=19 </weight>
<weight id="1324" MUR="1.0" MUF="1.0" PDF="25530" > PDF=25510 MemberID=20 </weight>
<weight id="1325" MUR="1.0" MUF="1.0" PDF="25531" > PDF=25510 MemberID=21 </weight>
<weight id="1326" MUR="1.0" MUF="1.0" PDF="25532" > PDF=25510 MemberID=22 </weight>
<weight id="1327" MUR="1.0" MUF="1.0" PDF="25533" > PDF=25510 MemberID=23 </weight>
<weight id="1328" MUR="1.0" MUF="1.0" PDF="25534" > PDF=25510 MemberID=24 </weight>
<weight id="1329" MUR="1.0" MUF="1.0" PDF="25535" > PDF=25510 MemberID=25 </weight>
<weight id="1330" MUR="1.0" MUF="1.0" PDF="25536" > PDF=25510 MemberID=26 </weight>
<weight id="1331" MUR="1.0" MUF="1.0" PDF="25537" > PDF=25510 MemberID=27 </weight>
<weight id="1332" MUR="1.0" MUF="1.0" PDF="25538" > PDF=25510 MemberID=28 </weight>
<weight id="1333" MUR="1.0" MUF="1.0" PDF="25539" > PDF=25510 MemberID=29 </weight>
<weight id="1334" MUR="1.0" MUF="1.0" PDF="25540" > PDF=25510 MemberID=30 </weight>
<weight id="1335" MUR="1.0" MUF="1.0" PDF="25541" > PDF=25510 MemberID=31 </weight>
<weight id="1336" MUR="1.0" MUF="1.0" PDF="25542" > PDF=25510 MemberID=32 </weight>
<weight id="1337" MUR="1.0" MUF="1.0" PDF="25543" > PDF=25510 MemberID=33 </weight>
<weight id="1338" MUR="1.0" MUF="1.0" PDF="25544" > PDF=25510 MemberID=34 </weight>
<weight id="1339" MUR="1.0" MUF="1.0" PDF="25545" > PDF=25510 MemberID=35 </weight>
<weight id="1340" MUR="1.0" MUF="1.0" PDF="25546" > PDF=25510 MemberID=36 </weight>
<weight id="1341" MUR="1.0" MUF="1.0" PDF="25547" > PDF=25510 MemberID=37 </weight>
<weight id="1342" MUR="1.0" MUF="1.0" PDF="25548" > PDF=25510 MemberID=38 </weight>
<weight id="1343" MUR="1.0" MUF="1.0" PDF="25549" > PDF=25510 MemberID=39 </weight>
<weight id="1344" MUR="1.0" MUF="1.0" PDF="25550" > PDF=25510 MemberID=40 </weight>
<weight id="1345" MUR="1.0" MUF="1.0" PDF="25551" > PDF=25510 MemberID=41 </weight>
<weight id="1346" MUR="1.0" MUF="1.0" PDF="25552" > PDF=25510 MemberID=42 </weight>
<weight id="1347" MUR="1.0" MUF="1.0" PDF="25553" > PDF=25510 MemberID=43 </weight>
<weight id="1348" MUR="1.0" MUF="1.0" PDF="25554" > PDF=25510 MemberID=44 </weight>
<weight id="1349" MUR="1.0" MUF="1.0" PDF="25555" > PDF=25510 MemberID=45 </weight>
<weight id="1350" MUR="1.0" MUF="1.0" PDF="25556" > PDF=25510 MemberID=46 </weight>
<weight id="1351" MUR="1.0" MUF="1.0" PDF="25557" > PDF=25510 MemberID=47 </weight>
<weight id="1352" MUR="1.0" MUF="1.0" PDF="25558" > PDF=25510 MemberID=48 </weight>
<weight id="1353" MUR="1.0" MUF="1.0" PDF="25559" > PDF=25510 MemberID=49 </weight>
<weight id="1354" MUR="1.0" MUF="1.0" PDF="25560" > PDF=25510 MemberID=50 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MMHT2014nlo_asmzsmallrange_nf4" combine="unknown"> # 25570: MMHT 2014 NLO (fits for range of alpha_S values, evolve with 4 flavours maximum). This set has 5 member PDFs. mem=0 --.gt. best-fit alpha_S(M_Z) = 0.120; mem=1-4 --.gt. alpha_S(M_Z) = 0.117,...,0.121. Website: www.hep.ucl.ac.uk/mmht
<weight id="1355" MUR="1.0" MUF="1.0" PDF="25570" > PDF=25570 MemberID=0 </weight>
<weight id="1356" MUR="1.0" MUF="1.0" PDF="25571" > PDF=25570 MemberID=1 </weight>
<weight id="1357" MUR="1.0" MUF="1.0" PDF="25572" > PDF=25570 MemberID=2 </weight>
<weight id="1358" MUR="1.0" MUF="1.0" PDF="25573" > PDF=25570 MemberID=3 </weight>
<weight id="1359" MUR="1.0" MUF="1.0" PDF="25574" > PDF=25570 MemberID=4 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MMHT2014nlo_mcrange_nf4" combine="unknown"> # 25605: MMHT 2014 NLO (range of mc, evolve with 4 flavours maximum). This set has 9 member PDFs. mem=0 --.gt. default mc = 1.40 GeV; mem=1-8 --.gt. mc = 1.15 - 1.55 GeV in steps of 0.05 GeV. Website: www.hep.ucl.ac.uk/mmht
<weight id="1360" MUR="1.0" MUF="1.0" PDF="25605" > PDF=25605 MemberID=0 </weight>
<weight id="1361" MUR="1.0" MUF="1.0" PDF="25606" > PDF=25605 MemberID=1 </weight>
<weight id="1362" MUR="1.0" MUF="1.0" PDF="25607" > PDF=25605 MemberID=2 </weight>
<weight id="1363" MUR="1.0" MUF="1.0" PDF="25608" > PDF=25605 MemberID=3 </weight>
<weight id="1364" MUR="1.0" MUF="1.0" PDF="25609" > PDF=25605 MemberID=4 </weight>
<weight id="1365" MUR="1.0" MUF="1.0" PDF="25610" > PDF=25605 MemberID=5 </weight>
<weight id="1366" MUR="1.0" MUF="1.0" PDF="25611" > PDF=25605 MemberID=6 </weight>
<weight id="1367" MUR="1.0" MUF="1.0" PDF="25612" > PDF=25605 MemberID=7 </weight>
<weight id="1368" MUR="1.0" MUF="1.0" PDF="25613" > PDF=25605 MemberID=8 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MMHT2014nlo_mbrange_nf4" combine="unknown"> # 25620: MMHT 2014 NLO (range of mb, evolve with 4 flavours maximum). This set has 5 member PDFs. mem=0 --.gt. default mb = 4.75 GeV; mem=1-4 --.gt. mb = 4.25 - 5.25 GeV in steps of 0.25 GeV. Website: www.hep.ucl.ac.uk/mmht
<weight id="1369" MUR="1.0" MUF="1.0" PDF="25620" > PDF=25620 MemberID=0 </weight>
<weight id="1370" MUR="1.0" MUF="1.0" PDF="25621" > PDF=25620 MemberID=1 </weight>
<weight id="1371" MUR="1.0" MUF="1.0" PDF="25622" > PDF=25620 MemberID=2 </weight>
<weight id="1372" MUR="1.0" MUF="1.0" PDF="25623" > PDF=25620 MemberID=3 </weight>
<weight id="1373" MUR="1.0" MUF="1.0" PDF="25624" > PDF=25620 MemberID=4 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MMHT2014nnlo68cl_nf4" combine="hessian"> # 25710: MMHT 2014 NNLO (68% C.L.): evolve with 4 flavours maximum. This set has 51 member PDFs. mem=0 --.gt. central value; mem=1-50 --.gt. 20 eigenvector sets (+/- directions). Website: www.hep.ucl.ac.uk/mmht
<weight id="1374" MUR="1.0" MUF="1.0" PDF="25710" > PDF=25710 MemberID=0 </weight>
<weight id="1375" MUR="1.0" MUF="1.0" PDF="25711" > PDF=25710 MemberID=1 </weight>
<weight id="1376" MUR="1.0" MUF="1.0" PDF="25712" > PDF=25710 MemberID=2 </weight>
<weight id="1377" MUR="1.0" MUF="1.0" PDF="25713" > PDF=25710 MemberID=3 </weight>
<weight id="1378" MUR="1.0" MUF="1.0" PDF="25714" > PDF=25710 MemberID=4 </weight>
<weight id="1379" MUR="1.0" MUF="1.0" PDF="25715" > PDF=25710 MemberID=5 </weight>
<weight id="1380" MUR="1.0" MUF="1.0" PDF="25716" > PDF=25710 MemberID=6 </weight>
<weight id="1381" MUR="1.0" MUF="1.0" PDF="25717" > PDF=25710 MemberID=7 </weight>
<weight id="1382" MUR="1.0" MUF="1.0" PDF="25718" > PDF=25710 MemberID=8 </weight>
<weight id="1383" MUR="1.0" MUF="1.0" PDF="25719" > PDF=25710 MemberID=9 </weight>
<weight id="1384" MUR="1.0" MUF="1.0" PDF="25720" > PDF=25710 MemberID=10 </weight>
<weight id="1385" MUR="1.0" MUF="1.0" PDF="25721" > PDF=25710 MemberID=11 </weight>
<weight id="1386" MUR="1.0" MUF="1.0" PDF="25722" > PDF=25710 MemberID=12 </weight>
<weight id="1387" MUR="1.0" MUF="1.0" PDF="25723" > PDF=25710 MemberID=13 </weight>
<weight id="1388" MUR="1.0" MUF="1.0" PDF="25724" > PDF=25710 MemberID=14 </weight>
<weight id="1389" MUR="1.0" MUF="1.0" PDF="25725" > PDF=25710 MemberID=15 </weight>
<weight id="1390" MUR="1.0" MUF="1.0" PDF="25726" > PDF=25710 MemberID=16 </weight>
<weight id="1391" MUR="1.0" MUF="1.0" PDF="25727" > PDF=25710 MemberID=17 </weight>
<weight id="1392" MUR="1.0" MUF="1.0" PDF="25728" > PDF=25710 MemberID=18 </weight>
<weight id="1393" MUR="1.0" MUF="1.0" PDF="25729" > PDF=25710 MemberID=19 </weight>
<weight id="1394" MUR="1.0" MUF="1.0" PDF="25730" > PDF=25710 MemberID=20 </weight>
<weight id="1395" MUR="1.0" MUF="1.0" PDF="25731" > PDF=25710 MemberID=21 </weight>
<weight id="1396" MUR="1.0" MUF="1.0" PDF="25732" > PDF=25710 MemberID=22 </weight>
<weight id="1397" MUR="1.0" MUF="1.0" PDF="25733" > PDF=25710 MemberID=23 </weight>
<weight id="1398" MUR="1.0" MUF="1.0" PDF="25734" > PDF=25710 MemberID=24 </weight>
<weight id="1399" MUR="1.0" MUF="1.0" PDF="25735" > PDF=25710 MemberID=25 </weight>
<weight id="1400" MUR="1.0" MUF="1.0" PDF="25736" > PDF=25710 MemberID=26 </weight>
<weight id="1401" MUR="1.0" MUF="1.0" PDF="25737" > PDF=25710 MemberID=27 </weight>
<weight id="1402" MUR="1.0" MUF="1.0" PDF="25738" > PDF=25710 MemberID=28 </weight>
<weight id="1403" MUR="1.0" MUF="1.0" PDF="25739" > PDF=25710 MemberID=29 </weight>
<weight id="1404" MUR="1.0" MUF="1.0" PDF="25740" > PDF=25710 MemberID=30 </weight>
<weight id="1405" MUR="1.0" MUF="1.0" PDF="25741" > PDF=25710 MemberID=31 </weight>
<weight id="1406" MUR="1.0" MUF="1.0" PDF="25742" > PDF=25710 MemberID=32 </weight>
<weight id="1407" MUR="1.0" MUF="1.0" PDF="25743" > PDF=25710 MemberID=33 </weight>
<weight id="1408" MUR="1.0" MUF="1.0" PDF="25744" > PDF=25710 MemberID=34 </weight>
<weight id="1409" MUR="1.0" MUF="1.0" PDF="25745" > PDF=25710 MemberID=35 </weight>
<weight id="1410" MUR="1.0" MUF="1.0" PDF="25746" > PDF=25710 MemberID=36 </weight>
<weight id="1411" MUR="1.0" MUF="1.0" PDF="25747" > PDF=25710 MemberID=37 </weight>
<weight id="1412" MUR="1.0" MUF="1.0" PDF="25748" > PDF=25710 MemberID=38 </weight>
<weight id="1413" MUR="1.0" MUF="1.0" PDF="25749" > PDF=25710 MemberID=39 </weight>
<weight id="1414" MUR="1.0" MUF="1.0" PDF="25750" > PDF=25710 MemberID=40 </weight>
<weight id="1415" MUR="1.0" MUF="1.0" PDF="25751" > PDF=25710 MemberID=41 </weight>
<weight id="1416" MUR="1.0" MUF="1.0" PDF="25752" > PDF=25710 MemberID=42 </weight>
<weight id="1417" MUR="1.0" MUF="1.0" PDF="25753" > PDF=25710 MemberID=43 </weight>
<weight id="1418" MUR="1.0" MUF="1.0" PDF="25754" > PDF=25710 MemberID=44 </weight>
<weight id="1419" MUR="1.0" MUF="1.0" PDF="25755" > PDF=25710 MemberID=45 </weight>
<weight id="1420" MUR="1.0" MUF="1.0" PDF="25756" > PDF=25710 MemberID=46 </weight>
<weight id="1421" MUR="1.0" MUF="1.0" PDF="25757" > PDF=25710 MemberID=47 </weight>
<weight id="1422" MUR="1.0" MUF="1.0" PDF="25758" > PDF=25710 MemberID=48 </weight>
<weight id="1423" MUR="1.0" MUF="1.0" PDF="25759" > PDF=25710 MemberID=49 </weight>
<weight id="1424" MUR="1.0" MUF="1.0" PDF="25760" > PDF=25710 MemberID=50 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MMHT2014nnlo_asmzsmallrange_nf4" combine="unknown"> # 25770: MMHT 2014 NNLO (fits for range of alpha_S values, evolve with 4 flavours maximum). This set has 3 member PDFs. mem=0 --.gt. best-fit alpha_S(M_Z) = 0.118; mem=1-2 --.gt. alpha_S(M_Z) = 0.117, 0.119. Website: www.hep.ucl.ac.uk/mmht
<weight id="1425" MUR="1.0" MUF="1.0" PDF="25770" > PDF=25770 MemberID=0 </weight>
<weight id="1426" MUR="1.0" MUF="1.0" PDF="25771" > PDF=25770 MemberID=1 </weight>
<weight id="1427" MUR="1.0" MUF="1.0" PDF="25772" > PDF=25770 MemberID=2 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MMHT2014nnlo_mcrange_nf4" combine="unknown"> # 25805: MMHT 2014 NNLO (range of mc, evolve with 4 flavours maximum). This set has 9 member PDFs. mem=0 --.gt. default mc = 1.40 GeV; mem=1-8 --.gt. mc = 1.15 - 1.55 GeV in steps of 0.05 GeV. Website: www.hep.ucl.ac.uk/mmht
<weight id="1428" MUR="1.0" MUF="1.0" PDF="25805" > PDF=25805 MemberID=0 </weight>
<weight id="1429" MUR="1.0" MUF="1.0" PDF="25806" > PDF=25805 MemberID=1 </weight>
<weight id="1430" MUR="1.0" MUF="1.0" PDF="25807" > PDF=25805 MemberID=2 </weight>
<weight id="1431" MUR="1.0" MUF="1.0" PDF="25808" > PDF=25805 MemberID=3 </weight>
<weight id="1432" MUR="1.0" MUF="1.0" PDF="25809" > PDF=25805 MemberID=4 </weight>
<weight id="1433" MUR="1.0" MUF="1.0" PDF="25810" > PDF=25805 MemberID=5 </weight>
<weight id="1434" MUR="1.0" MUF="1.0" PDF="25811" > PDF=25805 MemberID=6 </weight>
<weight id="1435" MUR="1.0" MUF="1.0" PDF="25812" > PDF=25805 MemberID=7 </weight>
<weight id="1436" MUR="1.0" MUF="1.0" PDF="25813" > PDF=25805 MemberID=8 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="MMHT2014nnlo_mbrange_nf4" combine="unknown"> # 25840: MMHT 2014 NNLO (range of mb, evolve with 4 flavours maximum). This set has 5 member PDFs. mem=0 --.gt. default mb = 4.75 GeV; mem=1-4 --.gt. mb = 4.25 - 5.25 GeV in steps of 0.25 GeV. Website: www.hep.ucl.ac.uk/mmht
<weight id="1437" MUR="1.0" MUF="1.0" PDF="25840" > PDF=25840 MemberID=0 </weight>
<weight id="1438" MUR="1.0" MUF="1.0" PDF="25841" > PDF=25840 MemberID=1 </weight>
<weight id="1439" MUR="1.0" MUF="1.0" PDF="25842" > PDF=25840 MemberID=2 </weight>
<weight id="1440" MUR="1.0" MUF="1.0" PDF="25843" > PDF=25840 MemberID=3 </weight>
<weight id="1441" MUR="1.0" MUF="1.0" PDF="25844" > PDF=25840 MemberID=4 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="PDF4LHC15_nlo_nf4_30" combine="symmhessian"> # 92000: PDF4LHC15_nlo_nf4_30, alphas(MZ)=0.1126, mem=0 ; central value; mem=1-30 ; PDF symmetric eigenvectors
<weight id="1442" MUR="1.0" MUF="1.0" PDF="92000" > PDF=92000 MemberID=0 </weight>
<weight id="1443" MUR="1.0" MUF="1.0" PDF="92001" > PDF=92000 MemberID=1 </weight>
<weight id="1444" MUR="1.0" MUF="1.0" PDF="92002" > PDF=92000 MemberID=2 </weight>
<weight id="1445" MUR="1.0" MUF="1.0" PDF="92003" > PDF=92000 MemberID=3 </weight>
<weight id="1446" MUR="1.0" MUF="1.0" PDF="92004" > PDF=92000 MemberID=4 </weight>
<weight id="1447" MUR="1.0" MUF="1.0" PDF="92005" > PDF=92000 MemberID=5 </weight>
<weight id="1448" MUR="1.0" MUF="1.0" PDF="92006" > PDF=92000 MemberID=6 </weight>
<weight id="1449" MUR="1.0" MUF="1.0" PDF="92007" > PDF=92000 MemberID=7 </weight>
<weight id="1450" MUR="1.0" MUF="1.0" PDF="92008" > PDF=92000 MemberID=8 </weight>
<weight id="1451" MUR="1.0" MUF="1.0" PDF="92009" > PDF=92000 MemberID=9 </weight>
<weight id="1452" MUR="1.0" MUF="1.0" PDF="92010" > PDF=92000 MemberID=10 </weight>
<weight id="1453" MUR="1.0" MUF="1.0" PDF="92011" > PDF=92000 MemberID=11 </weight>
<weight id="1454" MUR="1.0" MUF="1.0" PDF="92012" > PDF=92000 MemberID=12 </weight>
<weight id="1455" MUR="1.0" MUF="1.0" PDF="92013" > PDF=92000 MemberID=13 </weight>
<weight id="1456" MUR="1.0" MUF="1.0" PDF="92014" > PDF=92000 MemberID=14 </weight>
<weight id="1457" MUR="1.0" MUF="1.0" PDF="92015" > PDF=92000 MemberID=15 </weight>
<weight id="1458" MUR="1.0" MUF="1.0" PDF="92016" > PDF=92000 MemberID=16 </weight>
<weight id="1459" MUR="1.0" MUF="1.0" PDF="92017" > PDF=92000 MemberID=17 </weight>
<weight id="1460" MUR="1.0" MUF="1.0" PDF="92018" > PDF=92000 MemberID=18 </weight>
<weight id="1461" MUR="1.0" MUF="1.0" PDF="92019" > PDF=92000 MemberID=19 </weight>
<weight id="1462" MUR="1.0" MUF="1.0" PDF="92020" > PDF=92000 MemberID=20 </weight>
<weight id="1463" MUR="1.0" MUF="1.0" PDF="92021" > PDF=92000 MemberID=21 </weight>
<weight id="1464" MUR="1.0" MUF="1.0" PDF="92022" > PDF=92000 MemberID=22 </weight>
<weight id="1465" MUR="1.0" MUF="1.0" PDF="92023" > PDF=92000 MemberID=23 </weight>
<weight id="1466" MUR="1.0" MUF="1.0" PDF="92024" > PDF=92000 MemberID=24 </weight>
<weight id="1467" MUR="1.0" MUF="1.0" PDF="92025" > PDF=92000 MemberID=25 </weight>
<weight id="1468" MUR="1.0" MUF="1.0" PDF="92026" > PDF=92000 MemberID=26 </weight>
<weight id="1469" MUR="1.0" MUF="1.0" PDF="92027" > PDF=92000 MemberID=27 </weight>
<weight id="1470" MUR="1.0" MUF="1.0" PDF="92028" > PDF=92000 MemberID=28 </weight>
<weight id="1471" MUR="1.0" MUF="1.0" PDF="92029" > PDF=92000 MemberID=29 </weight>
<weight id="1472" MUR="1.0" MUF="1.0" PDF="92030" > PDF=92000 MemberID=30 </weight>
</weightgroup> # PDFSET -> PDFSET
<weightgroup name="NNPDF31_nnlo_hessian_pdfas" combine="symmhessian+as"> # 306000: Hessian conversion of NNPDF31_nnlo_as_0118_1000, mem=0 central value ; Alphas(MZ)=0.118; mem=1-100 ; PDF eig.; mem=101 ; central value Alphas(MZ)=0.116; mem=102 ; central value Alphas(MZ)=0.120
<weight id="1473" MUR="1.0" MUF="1.0" PDF="306000" > PDF=306000 MemberID=0 </weight>
<weight id="1474" MUR="1.0" MUF="1.0" PDF="306001" > PDF=306000 MemberID=1 </weight>
<weight id="1475" MUR="1.0" MUF="1.0" PDF="306002" > PDF=306000 MemberID=2 </weight>
<weight id="1476" MUR="1.0" MUF="1.0" PDF="306003" > PDF=306000 MemberID=3 </weight>
<weight id="1477" MUR="1.0" MUF="1.0" PDF="306004" > PDF=306000 MemberID=4 </weight>
<weight id="1478" MUR="1.0" MUF="1.0" PDF="306005" > PDF=306000 MemberID=5 </weight>
<weight id="1479" MUR="1.0" MUF="1.0" PDF="306006" > PDF=306000 MemberID=6 </weight>
<weight id="1480" MUR="1.0" MUF="1.0" PDF="306007" > PDF=306000 MemberID=7 </weight>
<weight id="1481" MUR="1.0" MUF="1.0" PDF="306008" > PDF=306000 MemberID=8 </weight>
<weight id="1482" MUR="1.0" MUF="1.0" PDF="306009" > PDF=306000 MemberID=9 </weight>
<weight id="1483" MUR="1.0" MUF="1.0" PDF="306010" > PDF=306000 MemberID=10 </weight>
<weight id="1484" MUR="1.0" MUF="1.0" PDF="306011" > PDF=306000 MemberID=11 </weight>
<weight id="1485" MUR="1.0" MUF="1.0" PDF="306012" > PDF=306000 MemberID=12 </weight>
<weight id="1486" MUR="1.0" MUF="1.0" PDF="306013" > PDF=306000 MemberID=13 </weight>
<weight id="1487" MUR="1.0" MUF="1.0" PDF="306014" > PDF=306000 MemberID=14 </weight>
<weight id="1488" MUR="1.0" MUF="1.0" PDF="306015" > PDF=306000 MemberID=15 </weight>
<weight id="1489" MUR="1.0" MUF="1.0" PDF="306016" > PDF=306000 MemberID=16 </weight>
<weight id="1490" MUR="1.0" MUF="1.0" PDF="306017" > PDF=306000 MemberID=17 </weight>
<weight id="1491" MUR="1.0" MUF="1.0" PDF="306018" > PDF=306000 MemberID=18 </weight>
<weight id="1492" MUR="1.0" MUF="1.0" PDF="306019" > PDF=306000 MemberID=19 </weight>
<weight id="1493" MUR="1.0" MUF="1.0" PDF="306020" > PDF=306000 MemberID=20 </weight>
<weight id="1494" MUR="1.0" MUF="1.0" PDF="306021" > PDF=306000 MemberID=21 </weight>
<weight id="1495" MUR="1.0" MUF="1.0" PDF="306022" > PDF=306000 MemberID=22 </weight>
<weight id="1496" MUR="1.0" MUF="1.0" PDF="306023" > PDF=306000 MemberID=23 </weight>
<weight id="1497" MUR="1.0" MUF="1.0" PDF="306024" > PDF=306000 MemberID=24 </weight>
<weight id="1498" MUR="1.0" MUF="1.0" PDF="306025" > PDF=306000 MemberID=25 </weight>
<weight id="1499" MUR="1.0" MUF="1.0" PDF="306026" > PDF=306000 MemberID=26 </weight>
<weight id="1500" MUR="1.0" MUF="1.0" PDF="306027" > PDF=306000 MemberID=27 </weight>
<weight id="1501" MUR="1.0" MUF="1.0" PDF="306028" > PDF=306000 MemberID=28 </weight>
<weight id="1502" MUR="1.0" MUF="1.0" PDF="306029" > PDF=306000 MemberID=29 </weight>
<weight id="1503" MUR="1.0" MUF="1.0" PDF="306030" > PDF=306000 MemberID=30 </weight>
<weight id="1504" MUR="1.0" MUF="1.0" PDF="306031" > PDF=306000 MemberID=31 </weight>
<weight id="1505" MUR="1.0" MUF="1.0" PDF="306032" > PDF=306000 MemberID=32 </weight>
<weight id="1506" MUR="1.0" MUF="1.0" PDF="306033" > PDF=306000 MemberID=33 </weight>
<weight id="1507" MUR="1.0" MUF="1.0" PDF="306034" > PDF=306000 MemberID=34 </weight>
<weight id="1508" MUR="1.0" MUF="1.0" PDF="306035" > PDF=306000 MemberID=35 </weight>
<weight id="1509" MUR="1.0" MUF="1.0" PDF="306036" > PDF=306000 MemberID=36 </weight>
<weight id="1510" MUR="1.0" MUF="1.0" PDF="306037" > PDF=306000 MemberID=37 </weight>
<weight id="1511" MUR="1.0" MUF="1.0" PDF="306038" > PDF=306000 MemberID=38 </weight>
<weight id="1512" MUR="1.0" MUF="1.0" PDF="306039" > PDF=306000 MemberID=39 </weight>
<weight id="1513" MUR="1.0" MUF="1.0" PDF="306040" > PDF=306000 MemberID=40 </weight>
<weight id="1514" MUR="1.0" MUF="1.0" PDF="306041" > PDF=306000 MemberID=41 </weight>
<weight id="1515" MUR="1.0" MUF="1.0" PDF="306042" > PDF=306000 MemberID=42 </weight>
<weight id="1516" MUR="1.0" MUF="1.0" PDF="306043" > PDF=306000 MemberID=43 </weight>
<weight id="1517" MUR="1.0" MUF="1.0" PDF="306044" > PDF=306000 MemberID=44 </weight>
<weight id="1518" MUR="1.0" MUF="1.0" PDF="306045" > PDF=306000 MemberID=45 </weight>
<weight id="1519" MUR="1.0" MUF="1.0" PDF="306046" > PDF=306000 MemberID=46 </weight>
<weight id="1520" MUR="1.0" MUF="1.0" PDF="306047" > PDF=306000 MemberID=47 </weight>
<weight id="1521" MUR="1.0" MUF="1.0" PDF="306048" > PDF=306000 MemberID=48 </weight>
<weight id="1522" MUR="1.0" MUF="1.0" PDF="306049" > PDF=306000 MemberID=49 </weight>
<weight id="1523" MUR="1.0" MUF="1.0" PDF="306050" > PDF=306000 MemberID=50 </weight>
<weight id="1524" MUR="1.0" MUF="1.0" PDF="306051" > PDF=306000 MemberID=51 </weight>
<weight id="1525" MUR="1.0" MUF="1.0" PDF="306052" > PDF=306000 MemberID=52 </weight>
<weight id="1526" MUR="1.0" MUF="1.0" PDF="306053" > PDF=306000 MemberID=53 </weight>
<weight id="1527" MUR="1.0" MUF="1.0" PDF="306054" > PDF=306000 MemberID=54 </weight>
<weight id="1528" MUR="1.0" MUF="1.0" PDF="306055" > PDF=306000 MemberID=55 </weight>
<weight id="1529" MUR="1.0" MUF="1.0" PDF="306056" > PDF=306000 MemberID=56 </weight>
<weight id="1530" MUR="1.0" MUF="1.0" PDF="306057" > PDF=306000 MemberID=57 </weight>
<weight id="1531" MUR="1.0" MUF="1.0" PDF="306058" > PDF=306000 MemberID=58 </weight>
<weight id="1532" MUR="1.0" MUF="1.0" PDF="306059" > PDF=306000 MemberID=59 </weight>
<weight id="1533" MUR="1.0" MUF="1.0" PDF="306060" > PDF=306000 MemberID=60 </weight>
<weight id="1534" MUR="1.0" MUF="1.0" PDF="306061" > PDF=306000 MemberID=61 </weight>
<weight id="1535" MUR="1.0" MUF="1.0" PDF="306062" > PDF=306000 MemberID=62 </weight>
<weight id="1536" MUR="1.0" MUF="1.0" PDF="306063" > PDF=306000 MemberID=63 </weight>
<weight id="1537" MUR="1.0" MUF="1.0" PDF="306064" > PDF=306000 MemberID=64 </weight>
<weight id="1538" MUR="1.0" MUF="1.0" PDF="306065" > PDF=306000 MemberID=65 </weight>
<weight id="1539" MUR="1.0" MUF="1.0" PDF="306066" > PDF=306000 MemberID=66 </weight>
<weight id="1540" MUR="1.0" MUF="1.0" PDF="306067" > PDF=306000 MemberID=67 </weight>
<weight id="1541" MUR="1.0" MUF="1.0" PDF="306068" > PDF=306000 MemberID=68 </weight>
<weight id="1542" MUR="1.0" MUF="1.0" PDF="306069" > PDF=306000 MemberID=69 </weight>
<weight id="1543" MUR="1.0" MUF="1.0" PDF="306070" > PDF=306000 MemberID=70 </weight>
<weight id="1544" MUR="1.0" MUF="1.0" PDF="306071" > PDF=306000 MemberID=71 </weight>
<weight id="1545" MUR="1.0" MUF="1.0" PDF="306072" > PDF=306000 MemberID=72 </weight>
<weight id="1546" MUR="1.0" MUF="1.0" PDF="306073" > PDF=306000 MemberID=73 </weight>
<weight id="1547" MUR="1.0" MUF="1.0" PDF="306074" > PDF=306000 MemberID=74 </weight>
<weight id="1548" MUR="1.0" MUF="1.0" PDF="306075" > PDF=306000 MemberID=75 </weight>
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</weightgroup> # PDFSET -> PDFSET
<weightgroup name="NNPDF31_nlo_as_0118_nf_4" combine="replicas"> # 320500: NNPDF3.1 NLO global fit, nf=4. mem=0 ; average on replicas; mem=1-100 ; PDF replicas
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</weightgroup> # PDFSET -> PDFSET
<weightgroup name="NNPDF30_nlo_as_0118_nf_4" combine="replicas"> # 260400: NNPDF3.0 NLO global fit, alphas(mb)=0.22278. mem=0 ; average on replicas; mem=1-100 ; PDF replicas
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<weight id="1747" MUR="1.0" MUF="1.0" PDF="260470" > PDF=260400 MemberID=70 </weight>
<weight id="1748" MUR="1.0" MUF="1.0" PDF="260471" > PDF=260400 MemberID=71 </weight>
<weight id="1749" MUR="1.0" MUF="1.0" PDF="260472" > PDF=260400 MemberID=72 </weight>
<weight id="1750" MUR="1.0" MUF="1.0" PDF="260473" > PDF=260400 MemberID=73 </weight>
<weight id="1751" MUR="1.0" MUF="1.0" PDF="260474" > PDF=260400 MemberID=74 </weight>
<weight id="1752" MUR="1.0" MUF="1.0" PDF="260475" > PDF=260400 MemberID=75 </weight>
<weight id="1753" MUR="1.0" MUF="1.0" PDF="260476" > PDF=260400 MemberID=76 </weight>
<weight id="1754" MUR="1.0" MUF="1.0" PDF="260477" > PDF=260400 MemberID=77 </weight>
<weight id="1755" MUR="1.0" MUF="1.0" PDF="260478" > PDF=260400 MemberID=78 </weight>
<weight id="1756" MUR="1.0" MUF="1.0" PDF="260479" > PDF=260400 MemberID=79 </weight>
<weight id="1757" MUR="1.0" MUF="1.0" PDF="260480" > PDF=260400 MemberID=80 </weight>
<weight id="1758" MUR="1.0" MUF="1.0" PDF="260481" > PDF=260400 MemberID=81 </weight>
<weight id="1759" MUR="1.0" MUF="1.0" PDF="260482" > PDF=260400 MemberID=82 </weight>
<weight id="1760" MUR="1.0" MUF="1.0" PDF="260483" > PDF=260400 MemberID=83 </weight>
<weight id="1761" MUR="1.0" MUF="1.0" PDF="260484" > PDF=260400 MemberID=84 </weight>
<weight id="1762" MUR="1.0" MUF="1.0" PDF="260485" > PDF=260400 MemberID=85 </weight>
<weight id="1763" MUR="1.0" MUF="1.0" PDF="260486" > PDF=260400 MemberID=86 </weight>
<weight id="1764" MUR="1.0" MUF="1.0" PDF="260487" > PDF=260400 MemberID=87 </weight>
<weight id="1765" MUR="1.0" MUF="1.0" PDF="260488" > PDF=260400 MemberID=88 </weight>
<weight id="1766" MUR="1.0" MUF="1.0" PDF="260489" > PDF=260400 MemberID=89 </weight>
<weight id="1767" MUR="1.0" MUF="1.0" PDF="260490" > PDF=260400 MemberID=90 </weight>
<weight id="1768" MUR="1.0" MUF="1.0" PDF="260491" > PDF=260400 MemberID=91 </weight>
<weight id="1769" MUR="1.0" MUF="1.0" PDF="260492" > PDF=260400 MemberID=92 </weight>
<weight id="1770" MUR="1.0" MUF="1.0" PDF="260493" > PDF=260400 MemberID=93 </weight>
<weight id="1771" MUR="1.0" MUF="1.0" PDF="260494" > PDF=260400 MemberID=94 </weight>
<weight id="1772" MUR="1.0" MUF="1.0" PDF="260495" > PDF=260400 MemberID=95 </weight>
<weight id="1773" MUR="1.0" MUF="1.0" PDF="260496" > PDF=260400 MemberID=96 </weight>
<weight id="1774" MUR="1.0" MUF="1.0" PDF="260497" > PDF=260400 MemberID=97 </weight>
<weight id="1775" MUR="1.0" MUF="1.0" PDF="260498" > PDF=260400 MemberID=98 </weight>
<weight id="1776" MUR="1.0" MUF="1.0" PDF="260499" > PDF=260400 MemberID=99 </weight>
<weight id="1777" MUR="1.0" MUF="1.0" PDF="260500" > PDF=260400 MemberID=100 </weight>
</weightgroup> # PDFSET -> PDF
<weight id="1778" MUR="1.0" MUF="1.0" PDF="262400" > PDF=262400 MemberID=0 </weight>
<weight id="1779" MUR="1.0" MUF="1.0" PDF="263400" > PDF=263400 MemberID=0 </weight>
<weightgroup name="NNPDF30_nlo_nf_4_pdfas" combine="replicas+as"> # 292000: NNPDF3.0 NLO global fit; mem=0 to mem=100 with alphas(MZ)=0.118, mem=0 ; average on replicas 1-100; mem=1-100 ; PDF replicas with alphas(MZ)=0.118; mem=101 ; central value for alphas=0.117; mem=102 ; central value for alphas=0.119; maximum number of active flavors NF=4
<weight id="1780" MUR="1.0" MUF="1.0" PDF="292000" > </weight>
<weight id="1781" MUR="1.0" MUF="1.0" PDF="292001" > PDF=292000 MemberID=1 </weight>
<weight id="1782" MUR="1.0" MUF="1.0" PDF="292002" > PDF=292000 MemberID=2 </weight>
<weight id="1783" MUR="1.0" MUF="1.0" PDF="292003" > PDF=292000 MemberID=3 </weight>
<weight id="1784" MUR="1.0" MUF="1.0" PDF="292004" > PDF=292000 MemberID=4 </weight>
<weight id="1785" MUR="1.0" MUF="1.0" PDF="292005" > PDF=292000 MemberID=5 </weight>
<weight id="1786" MUR="1.0" MUF="1.0" PDF="292006" > PDF=292000 MemberID=6 </weight>
<weight id="1787" MUR="1.0" MUF="1.0" PDF="292007" > PDF=292000 MemberID=7 </weight>
<weight id="1788" MUR="1.0" MUF="1.0" PDF="292008" > PDF=292000 MemberID=8 </weight>
<weight id="1789" MUR="1.0" MUF="1.0" PDF="292009" > PDF=292000 MemberID=9 </weight>
<weight id="1790" MUR="1.0" MUF="1.0" PDF="292010" > PDF=292000 MemberID=10 </weight>
<weight id="1791" MUR="1.0" MUF="1.0" PDF="292011" > PDF=292000 MemberID=11 </weight>
<weight id="1792" MUR="1.0" MUF="1.0" PDF="292012" > PDF=292000 MemberID=12 </weight>
<weight id="1793" MUR="1.0" MUF="1.0" PDF="292013" > PDF=292000 MemberID=13 </weight>
<weight id="1794" MUR="1.0" MUF="1.0" PDF="292014" > PDF=292000 MemberID=14 </weight>
<weight id="1795" MUR="1.0" MUF="1.0" PDF="292015" > PDF=292000 MemberID=15 </weight>
<weight id="1796" MUR="1.0" MUF="1.0" PDF="292016" > PDF=292000 MemberID=16 </weight>
<weight id="1797" MUR="1.0" MUF="1.0" PDF="292017" > PDF=292000 MemberID=17 </weight>
<weight id="1798" MUR="1.0" MUF="1.0" PDF="292018" > PDF=292000 MemberID=18 </weight>
<weight id="1799" MUR="1.0" MUF="1.0" PDF="292019" > PDF=292000 MemberID=19 </weight>
<weight id="1800" MUR="1.0" MUF="1.0" PDF="292020" > PDF=292000 MemberID=20 </weight>
<weight id="1801" MUR="1.0" MUF="1.0" PDF="292021" > PDF=292000 MemberID=21 </weight>
<weight id="1802" MUR="1.0" MUF="1.0" PDF="292022" > PDF=292000 MemberID=22 </weight>
<weight id="1803" MUR="1.0" MUF="1.0" PDF="292023" > PDF=292000 MemberID=23 </weight>
<weight id="1804" MUR="1.0" MUF="1.0" PDF="292024" > PDF=292000 MemberID=24 </weight>
<weight id="1805" MUR="1.0" MUF="1.0" PDF="292025" > PDF=292000 MemberID=25 </weight>
<weight id="1806" MUR="1.0" MUF="1.0" PDF="292026" > PDF=292000 MemberID=26 </weight>
<weight id="1807" MUR="1.0" MUF="1.0" PDF="292027" > PDF=292000 MemberID=27 </weight>
<weight id="1808" MUR="1.0" MUF="1.0" PDF="292028" > PDF=292000 MemberID=28 </weight>
<weight id="1809" MUR="1.0" MUF="1.0" PDF="292029" > PDF=292000 MemberID=29 </weight>
<weight id="1810" MUR="1.0" MUF="1.0" PDF="292030" > PDF=292000 MemberID=30 </weight>
<weight id="1811" MUR="1.0" MUF="1.0" PDF="292031" > PDF=292000 MemberID=31 </weight>
<weight id="1812" MUR="1.0" MUF="1.0" PDF="292032" > PDF=292000 MemberID=32 </weight>
<weight id="1813" MUR="1.0" MUF="1.0" PDF="292033" > PDF=292000 MemberID=33 </weight>
<weight id="1814" MUR="1.0" MUF="1.0" PDF="292034" > PDF=292000 MemberID=34 </weight>
<weight id="1815" MUR="1.0" MUF="1.0" PDF="292035" > PDF=292000 MemberID=35 </weight>
<weight id="1816" MUR="1.0" MUF="1.0" PDF="292036" > PDF=292000 MemberID=36 </weight>
<weight id="1817" MUR="1.0" MUF="1.0" PDF="292037" > PDF=292000 MemberID=37 </weight>
<weight id="1818" MUR="1.0" MUF="1.0" PDF="292038" > PDF=292000 MemberID=38 </weight>
<weight id="1819" MUR="1.0" MUF="1.0" PDF="292039" > PDF=292000 MemberID=39 </weight>
<weight id="1820" MUR="1.0" MUF="1.0" PDF="292040" > PDF=292000 MemberID=40 </weight>
<weight id="1821" MUR="1.0" MUF="1.0" PDF="292041" > PDF=292000 MemberID=41 </weight>
<weight id="1822" MUR="1.0" MUF="1.0" PDF="292042" > PDF=292000 MemberID=42 </weight>
<weight id="1823" MUR="1.0" MUF="1.0" PDF="292043" > PDF=292000 MemberID=43 </weight>
<weight id="1824" MUR="1.0" MUF="1.0" PDF="292044" > PDF=292000 MemberID=44 </weight>
<weight id="1825" MUR="1.0" MUF="1.0" PDF="292045" > PDF=292000 MemberID=45 </weight>
<weight id="1826" MUR="1.0" MUF="1.0" PDF="292046" > PDF=292000 MemberID=46 </weight>
<weight id="1827" MUR="1.0" MUF="1.0" PDF="292047" > PDF=292000 MemberID=47 </weight>
<weight id="1828" MUR="1.0" MUF="1.0" PDF="292048" > PDF=292000 MemberID=48 </weight>
<weight id="1829" MUR="1.0" MUF="1.0" PDF="292049" > PDF=292000 MemberID=49 </weight>
<weight id="1830" MUR="1.0" MUF="1.0" PDF="292050" > PDF=292000 MemberID=50 </weight>
<weight id="1831" MUR="1.0" MUF="1.0" PDF="292051" > PDF=292000 MemberID=51 </weight>
<weight id="1832" MUR="1.0" MUF="1.0" PDF="292052" > PDF=292000 MemberID=52 </weight>
<weight id="1833" MUR="1.0" MUF="1.0" PDF="292053" > PDF=292000 MemberID=53 </weight>
<weight id="1834" MUR="1.0" MUF="1.0" PDF="292054" > PDF=292000 MemberID=54 </weight>
<weight id="1835" MUR="1.0" MUF="1.0" PDF="292055" > PDF=292000 MemberID=55 </weight>
<weight id="1836" MUR="1.0" MUF="1.0" PDF="292056" > PDF=292000 MemberID=56 </weight>
<weight id="1837" MUR="1.0" MUF="1.0" PDF="292057" > PDF=292000 MemberID=57 </weight>
<weight id="1838" MUR="1.0" MUF="1.0" PDF="292058" > PDF=292000 MemberID=58 </weight>
<weight id="1839" MUR="1.0" MUF="1.0" PDF="292059" > PDF=292000 MemberID=59 </weight>
<weight id="1840" MUR="1.0" MUF="1.0" PDF="292060" > PDF=292000 MemberID=60 </weight>
<weight id="1841" MUR="1.0" MUF="1.0" PDF="292061" > PDF=292000 MemberID=61 </weight>
<weight id="1842" MUR="1.0" MUF="1.0" PDF="292062" > PDF=292000 MemberID=62 </weight>
<weight id="1843" MUR="1.0" MUF="1.0" PDF="292063" > PDF=292000 MemberID=63 </weight>
<weight id="1844" MUR="1.0" MUF="1.0" PDF="292064" > PDF=292000 MemberID=64 </weight>
<weight id="1845" MUR="1.0" MUF="1.0" PDF="292065" > PDF=292000 MemberID=65 </weight>
<weight id="1846" MUR="1.0" MUF="1.0" PDF="292066" > PDF=292000 MemberID=66 </weight>
<weight id="1847" MUR="1.0" MUF="1.0" PDF="292067" > PDF=292000 MemberID=67 </weight>
<weight id="1848" MUR="1.0" MUF="1.0" PDF="292068" > PDF=292000 MemberID=68 </weight>
<weight id="1849" MUR="1.0" MUF="1.0" PDF="292069" > PDF=292000 MemberID=69 </weight>
<weight id="1850" MUR="1.0" MUF="1.0" PDF="292070" > PDF=292000 MemberID=70 </weight>
<weight id="1851" MUR="1.0" MUF="1.0" PDF="292071" > PDF=292000 MemberID=71 </weight>
<weight id="1852" MUR="1.0" MUF="1.0" PDF="292072" > PDF=292000 MemberID=72 </weight>
<weight id="1853" MUR="1.0" MUF="1.0" PDF="292073" > PDF=292000 MemberID=73 </weight>
<weight id="1854" MUR="1.0" MUF="1.0" PDF="292074" > PDF=292000 MemberID=74 </weight>
<weight id="1855" MUR="1.0" MUF="1.0" PDF="292075" > PDF=292000 MemberID=75 </weight>
<weight id="1856" MUR="1.0" MUF="1.0" PDF="292076" > PDF=292000 MemberID=76 </weight>
<weight id="1857" MUR="1.0" MUF="1.0" PDF="292077" > PDF=292000 MemberID=77 </weight>
<weight id="1858" MUR="1.0" MUF="1.0" PDF="292078" > PDF=292000 MemberID=78 </weight>
<weight id="1859" MUR="1.0" MUF="1.0" PDF="292079" > PDF=292000 MemberID=79 </weight>
<weight id="1860" MUR="1.0" MUF="1.0" PDF="292080" > PDF=292000 MemberID=80 </weight>
<weight id="1861" MUR="1.0" MUF="1.0" PDF="292081" > PDF=292000 MemberID=81 </weight>
<weight id="1862" MUR="1.0" MUF="1.0" PDF="292082" > PDF=292000 MemberID=82 </weight>
<weight id="1863" MUR="1.0" MUF="1.0" PDF="292083" > PDF=292000 MemberID=83 </weight>
<weight id="1864" MUR="1.0" MUF="1.0" PDF="292084" > PDF=292000 MemberID=84 </weight>
<weight id="1865" MUR="1.0" MUF="1.0" PDF="292085" > PDF=292000 MemberID=85 </weight>
<weight id="1866" MUR="1.0" MUF="1.0" PDF="292086" > PDF=292000 MemberID=86 </weight>
<weight id="1867" MUR="1.0" MUF="1.0" PDF="292087" > PDF=292000 MemberID=87 </weight>
<weight id="1868" MUR="1.0" MUF="1.0" PDF="292088" > PDF=292000 MemberID=88 </weight>
<weight id="1869" MUR="1.0" MUF="1.0" PDF="292089" > PDF=292000 MemberID=89 </weight>
<weight id="1870" MUR="1.0" MUF="1.0" PDF="292090" > PDF=292000 MemberID=90 </weight>
<weight id="1871" MUR="1.0" MUF="1.0" PDF="292091" > PDF=292000 MemberID=91 </weight>
<weight id="1872" MUR="1.0" MUF="1.0" PDF="292092" > PDF=292000 MemberID=92 </weight>
<weight id="1873" MUR="1.0" MUF="1.0" PDF="292093" > PDF=292000 MemberID=93 </weight>
<weight id="1874" MUR="1.0" MUF="1.0" PDF="292094" > PDF=292000 MemberID=94 </weight>
<weight id="1875" MUR="1.0" MUF="1.0" PDF="292095" > PDF=292000 MemberID=95 </weight>
<weight id="1876" MUR="1.0" MUF="1.0" PDF="292096" > PDF=292000 MemberID=96 </weight>
<weight id="1877" MUR="1.0" MUF="1.0" PDF="292097" > PDF=292000 MemberID=97 </weight>
<weight id="1878" MUR="1.0" MUF="1.0" PDF="292098" > PDF=292000 MemberID=98 </weight>
<weight id="1879" MUR="1.0" MUF="1.0" PDF="292099" > PDF=292000 MemberID=99 </weight>
<weight id="1880" MUR="1.0" MUF="1.0" PDF="292100" > PDF=292000 MemberID=100 </weight>
<weight id="1881" MUR="1.0" MUF="1.0" PDF="292101" > PDF=292000 MemberID=101 </weight>
<weight id="1882" MUR="1.0" MUF="1.0" PDF="292102" > PDF=292000 MemberID=102 </weight>
</weightgroup> # PDFSET -> PDF
<weight id="1883" MUR="1.0" MUF="1.0" PDF="292400" > PDF=292400 MemberID=0 </weight>
]]>

OK,

So those are pure scale and PDF variation. The process and model are not changed from those weights.
So in principle all those weights should be of the same order (up to 40%) as the central weights.
Since the central weights is equal to the cross-section (by default) you should observe a huge increase of the cross-section.

Is this the case?

Cheers,

Olivier

chopra (kevin-siehl-b) said : #11

Yes, exactly. The cross section is increasing by two orders of magnitude.

So if I understand what you're saying, the reweighting for different parameters is not being done at all?
I had used a reweight card for that purpose.

change mode LO
change helicity False
change rwgt_dir rwgt
launch
  set Dim6 1 3.6
  set Dim6 2 4.5
  set Dim6 3 20
  set Dim6 4 12.5

launch
  set Dim6 1 3.6
  set Dim6 2 4.5
  set Dim6 3 20
  set Dim6 4 0
...............................................................................................
However, looking at the log file, I see:

DEBUG: Command "reweight pilotrun -from_cards" interrupted with error:
DEBUG: KeyError : ((-2, 2), (-16, 15, 24))
DEBUG: Please report this bug on https://bugs.launchpad.net/mg5amcnlo
DEBUG: More information is found in '/local-scratch/ksiehl/genproductions/bin/MadGraph5_aMCatNLO/aTGCstudy_cpodd_ww_wvmass600to800/aTGCstudy_cpodd_ww_wvmass600to800_gridpack/work/processtmp/pilotrun_tag_2_debug.log'.

This was something that I thought had been solved, but apparently not.
Kevin

Yes indeed the only weight that you reported are not related to that card but to the systematics module.

But before trying to understand why you do not have such weight,
you have to understand why in the past, you did not have the same cross-section as you have now.

Do you have the banner of one of the old run where the cross-section was at the order of the sm?
And can you also pass the banner of the current run?

Since you do not use the same model, you need to be carefull that nothing change between the two
(and we should also check that all your cut are identical).
One think that worries me is that if I remember correctly those two models, some version of those models have more operator (to add ggh like of vertex) So would be nice to see if you have such operator in any of the models (one can say from the param_card)

Cheers,

Olivier

> On 26 Apr 2019, at 21:47, chopra <email address hidden> wrote:
>
> Question #680403 on MadGraph5_aMC@NLO changed:
> https://answers.launchpad.net/mg5amcnlo/+question/680403
>
> chopra gave more information on the question:
> Yes, exactly. The cross section is increasing by two orders of
> magnitude.
>
> So if I understand what you're saying, the reweighting for different parameters is not being done at all?
> I had used a reweight card for that purpose.
>
> change mode LO
> change helicity False
> change rwgt_dir rwgt
> launch
> set Dim6 1 3.6
> set Dim6 2 4.5
> set Dim6 3 20
> set Dim6 4 12.5
>
> launch
> set Dim6 1 3.6
> set Dim6 2 4.5
> set Dim6 3 20
> set Dim6 4 0
> ...............................................................................................
> However, looking at the log file, I see:
>
> DEBUG: Command "reweight pilotrun -from_cards" interrupted with error:
> DEBUG: KeyError : ((-2, 2), (-16, 15, 24))
> DEBUG: Please report this bug on https://bugs.launchpad.net/mg5amcnlo
> DEBUG: More information is found in '/local-scratch/ksiehl/genproductions/bin/MadGraph5_aMCatNLO/aTGCstudy_cpodd_ww_wvmass600to800/aTGCstudy_cpodd_ww_wvmass600to800_gridpack/work/processtmp/pilotrun_tag_2_debug.log'.
>
> This was something that I thought had been solved, but apparently not.
> Kevin
>
> --
> You received this question notification because you are an answer
> contact for MadGraph5_aMC@NLO.

chopra (kevin-siehl-b) said : #13

I'm afraid that, looking at the older work, the cuts are not quite the same.
I entered the process differently as well.

Here is the older model process commands:
import model EWdim6
generate p p > w+ w- QED=99 , w+ > l+ vl , w- > j j
add process p p > w+ w- QED=99 , w- > l- vl~ , w+ > j j

Here are the older parameters:
BLOCK DIM6 #
      1 0.000000e+00 # cwwwl2
      2 0.000000e+00 # cwl2
      3 0.000000e+00 # cbl2
      4 0.000000e+00 # cpwwwl2
      5 0.000000e+00 # cpwl2

I also now recall that, back then, I incorrectly set the parameters all to zero to make the standard model the central weight, and then reweighted them, which I later learned not to do.

As far as the weights not working, after reading your last response, I noticed that, in this recent work, my initial values were set, as follows:
set param_card dim6 1 3.6 #Cwww
set param_card dim6 2 4.5 #Cw
set param_card dim6 3 20.0 #Cb

with a lowercase "D", when it should have been capitalized. I have started rerunning things with that corrected.

I do not think that lower/upper case D does a difference.

But having different process definition (and number of final state particle can certainly explain your difference in cross-section.
Please run the same process (and with the same cut) and I guess that it will solve your issue.

Cheers,

Olivier

> On 26 Apr 2019, at 23:52, chopra <email address hidden> wrote:
>
> Question #680403 on MadGraph5_aMC@NLO changed:
> https://answers.launchpad.net/mg5amcnlo/+question/680403
>
> chopra posted a new comment:
> I'm afraid that, looking at the older work, the cuts are not quite the same.
> I entered the process differently as well.
>
> Here is the older model process commands:
> import model EWdim6
> generate p p > w+ w- QED=99 , w+ > l+ vl , w- > j j
> add process p p > w+ w- QED=99 , w- > l- vl~ , w+ > j j
>
> Here are the older parameters:
> BLOCK DIM6 #
> 1 0.000000e+00 # cwwwl2
> 2 0.000000e+00 # cwl2
> 3 0.000000e+00 # cbl2
> 4 0.000000e+00 # cpwwwl2
> 5 0.000000e+00 # cpwl2
>
> I also now recall that, back then, I incorrectly set the parameters all
> to zero to make the standard model the central weight, and then
> reweighted them, which I later learned not to do.
>
> As far as the weights not working, after reading your last response, I noticed that, in this recent work, my initial values were set, as follows:
> set param_card dim6 1 3.6 #Cwww
> set param_card dim6 2 4.5 #Cw
> set param_card dim6 3 20.0 #Cb
>
> with a lowercase "D", when it should have been capitalized. I have
> started rerunning things with that corrected.
>
> --
> You received this question notification because you are an answer
> contact for MadGraph5_aMC@NLO.

chopra (kevin-siehl-b) said : #15

Okay,
I see now that was the issue.
Thanks

chopra (kevin-siehl-b) said : #16

Thanks Olivier Mattelaer, that solved my question.