From ebffcc707653304f2ffb8146364d5642e85cb4bf Mon Sep 17 00:00:00 2001 From: t7phy <99052355+t7phy@users.noreply.github.com> Date: Mon, 3 Mar 2025 11:37:40 +0100 Subject: [PATCH 1/9] add 3 datasets dirs --- .../ATLAS_2VBP_13TEV_WW_DIF/filter.py | 0 .../ATLAS_2VBP_13TEV_WW_DIF/metadata.yaml | 0 .../rawdata/.__afs14C9 | 50 ++ .../rawdata/.__afsB98F | 32 + .../rawdata/data1.yaml | 123 ++++ .../rawdata/data10.yaml | 243 ++++++ .../rawdata/data11.yaml | 695 ++++++++++++++++++ .../rawdata/data12.yaml | 695 ++++++++++++++++++ .../rawdata/data13.yaml | 183 +++++ .../rawdata/data14.yaml | 383 ++++++++++ .../rawdata/data15.yaml | 383 ++++++++++ .../rawdata/data16.yaml | 243 ++++++ .../rawdata/data17.yaml | 695 ++++++++++++++++++ .../rawdata/data18.yaml | 695 ++++++++++++++++++ .../rawdata/data19.yaml | 153 ++++ .../rawdata/data2.yaml | 167 +++++ .../rawdata/data20.yaml | 263 +++++++ .../rawdata/data21.yaml | 263 +++++++ .../rawdata/data22.yaml | 228 ++++++ .../rawdata/data23.yaml | 608 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a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/filter.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/metadata.yaml new file mode 100644 index 0000000000..e69de29bb2 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/.__afs14C9 b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/.__afs14C9 new file mode 100644 index 0000000000..bd3101545c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/.__afs14C9 @@ -0,0 +1,50 @@ +dependent_variables: +- header: {name: '$\sigma_{fiducial}$'} + qualifiers: + - {name: 'Cross section', value: 'WW production'} + - {name: 'ABS(ETARAP(LEPTON))', value: '< 2.5'} + - {name: 'PT(LEPTON)', units: 'GEV', value: '> 27'} + - {name: 'ABS(YRAP(JET))', value: '< 4.5'} + - {name: 'PT(JET)', units: 'GEV', value: '> 35'} + - {name: 'N(JET)', value: '= 0'} + - {name: 'RE', value: 'P P --> W+ W-'} + - {name: 'SQRT(S)', units: 'GEV', value: '13000.0'} + values: + - errors: + - {label: 'stat', symerror: 4.8} + - {label: 'syst', symerror: 24.5} + value: 351.3 + - errors: + - {label: 'stat', symerror: 5.0} + - {label: 'syst', symerror: 26.6} + value: 379.1 + - errors: + - {label: 'stat', symerror: 5.3} + - {label: 'syst', symerror: 30.3} + value: 400.5 + - errors: + - {label: 'stat', symerror: 5.5} + - {label: 'syst', symerror: 35.5} + value: 421.9 + - errors: + - {label: 'stat', symerror: 5.7} + - {label: 'syst', symerror: 41.6} + value: 436.6 + - errors: + - {label: 'stat', symerror: 5.9} + - {label: 'syst', symerror: 47.8} + value: 451.6 + - errors: + - {label: 'stat', symerror: 6.1} + - {label: 'syst', symerror: 55.4} + value: 468.2 +independent_variables: +- header: {name: '$Jet-veto p_{T} threshold\text{ [GeV]}$'} + values: + - {value: 30.0} + - {value: 35.0} + - {value: 40.0} + - {value: 45.0} + - {value: 50.0} + - {value: 55.0} + - {value: 60.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/.__afsB98F b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/.__afsB98F new file mode 100644 index 0000000000..7bab012000 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/.__afsB98F @@ -0,0 +1,32 @@ +additional_resources: +- {description: web page with auxiliary material, location: "https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/STDM-2017-24/"} +comment: "CERN-LHC. + +This paper presents measurements of fiducial and differential cross sections for W+W- production in proton-proton collisions at sqrt(s) = 13 TeV with the ATLAS experiment at the Large Hadron Collider using an integrated luminosity of 36.1fb-1. The candidate events are selected using one electron and one muon, corresponding to the decay of the diboson system as WW-> e nu mu nu. In order to suppress top quark background, events containing jets with a transverse momentum exceeding 35 GeV are not included in the measurement phase space. The fiducial cross section, six differential distributions and the cross section as a function of the jet-veto transverse momentum threshold are measured and compared to several theoretical predictios. Constraints on anomalous week boson self-interactions are also presented in the framework of a dimension-six effective field theory." +hepdata_doi: XXX +record_ids: +- {id: XXX, type: inspire} +--- +additional_resources: +- {description: Image file, location: fig_07a.png} +- {description: Thumbnail image file, location: thumb_fig_07a.png} +data_file: data1.yaml +description: | + Measured fiducial cross section of $WW\rightarrow e\mu$ production for the observable $p_\text{T}^{\text{lead }\ell}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Single Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 07a +name: Table 1 +--- +data_file: data2.yaml +description: | + Total correlation between bins in data for the measured fiducial cross section of $WW\rightarrow e\mu$ production for the observable $p_\text{T}^{\text{lead }\ell}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Single Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 2 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data1.yaml new file mode 100644 index 0000000000..ff6b46d82f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data1.yaml @@ -0,0 +1,123 @@ +dependent_variables: +- header: {name: '$\sigma_{fiducial}\text{ [fb]}$'} + qualifiers: + - {name: 'Cross section', value: 'WW production'} + - {name: 'ABS(ETARAP(LEPTON))', value: '< 2.5'} + - {name: 'PT(LEPTON)', units: 'GEV', value: '> 27'} + - {name: 'M(ELECTRON,MUON)', units: 'GEV', value: '> 55'} + - {name: 'PT(ELECTRON,MUON)', units: 'GEV', value: '> 30'} + - {name: 'ETMISS', units: 'GEV', value: '> 20'} + - {name: 'ABS(ETARAP(JET))', value: '< 4.5'} + - {name: 'PT(JET)', units: 'GEV', value: '> 35'} + - {name: 'N(JET)', value: '= 0'} + - {name: 'RE', value: 'P P --> W+ W-'} + - {name: 'SQRT(S)', units: 'GEV', value: '13000.0'} + values: + - errors: + - {label: 'stat', symerror: 4.8} + - {label: 'JetRes', symerror: 4.2} + - {label: 'JetPileup', symerror: 6.7} + - {label: 'Bkgtopsinglet', symerror: 9.2} + - {label: 'JetScaleOther', symerror: 7.5} + - {label: 'Pileup', symerror: 6.5} + - {label: 'StatsBkgMC', symerror: 3.6} + - {label: 'FTag', symerror: 8.3} + - {label: 'ElMuMETUnfTheoLumi', symerror: 9.2} + - {label: 'JetFlav', symerror: 8.8} + - {label: 'BkgOther', symerror: 2.6} + - {label: 'BkgWjets', symerror: 10.3} + value: 351.3 + - errors: + - {label: 'stat', symerror: 5.0} + - {label: 'JetRes', symerror: 0.5} + - {label: 'JetPileup', symerror: 5.7} + - {label: 'Bkgtopsinglet', symerror: 9.8} + - {label: 'JetScaleOther', symerror: 5.9} + - {label: 'Pileup', symerror: 6.2} + - {label: 'StatsBkgMC', symerror: 3.9} + - {label: 'FTag', symerror: 13.0} + - {label: 'ElMuMETUnfTheoLumi', symerror: 10.6} + - {label: 'JetFlav', symerror: 7.7} + - {label: 'BkgOther', symerror: 3.1} + - {label: 'BkgWjets', symerror: 11.8} + value: 379.1 + - errors: + - {label: 'stat', symerror: 5.3} + - {label: 'JetRes', symerror: 1.9} + - {label: 'JetPileup', symerror: 5.1} + - {label: 'Bkgtopsinglet', symerror: 11.6} + - {label: 'JetScaleOther', symerror: 5.3} + - {label: 'Pileup', symerror: 5.9} + - {label: 'StatsBkgMC', symerror: 4.1} + - {label: 'FTag', symerror: 18.3} + - {label: 'ElMuMETUnfTheoLumi', symerror: 11.4} + - {label: 'JetFlav', symerror: 7.5} + - {label: 'BkgOther', symerror: 3.6} + - {label: 'BkgWjets', symerror: 11.7} + value: 400.5 + - errors: + - {label: 'stat', symerror: 5.5} + - {label: 'JetRes', symerror: 4.1} + - {label: 'JetPileup', symerror: 5.0} + - {label: 'Bkgtopsinglet', symerror: 13.4} + - {label: 'JetScaleOther', symerror: 5.1} + - {label: 'Pileup', symerror: 6.2} + - {label: 'StatsBkgMC', symerror: 4.4} + - {label: 'FTag', symerror: 24.3} + - {label: 'ElMuMETUnfTheoLumi', symerror: 12.6} + - {label: 'JetFlav', symerror: 7.0} + - {label: 'BkgOther', symerror: 4.5} + - {label: 'BkgWjets', symerror: 11.6} + value: 421.9 + - errors: + - {label: 'stat', symerror: 5.7} + - {label: 'JetRes', symerror: 5.0} + - {label: 'JetPileup', symerror: 5.3} + - {label: 'Bkgtopsinglet', symerror: 16.9} + - {label: 'JetScaleOther', symerror: 5.1} + - {label: 'Pileup', symerror: 6.0} + - {label: 'StatsBkgMC', symerror: 4.6} + - {label: 'FTag', symerror: 30.5} + - {label: 'ElMuMETUnfTheoLumi', symerror: 13.1} + - {label: 'JetFlav', symerror: 6.9} + - {label: 'BkgOther', symerror: 4.7} + - {label: 'BkgWjets', symerror: 11.6} + value: 436.6 + - errors: + - {label: 'stat', symerror: 5.9} + - {label: 'JetRes', symerror: 6.8} + - {label: 'JetPileup', symerror: 5.8} + - {label: 'Bkgtopsinglet', symerror: 19.0} + - {label: 'JetScaleOther', symerror: 5.4} + - {label: 'Pileup', symerror: 6.0} + - {label: 'StatsBkgMC', symerror: 5.0} + - {label: 'FTag', symerror: 36.9} + - {label: 'ElMuMETUnfTheoLumi', symerror: 13.9} + - {label: 'JetFlav', symerror: 6.6} + - {label: 'BkgOther', symerror: 4.9} + - {label: 'BkgWjets', symerror: 11.6} + value: 451.6 + - errors: + - {label: 'stat', symerror: 6.1} + - {label: 'JetRes', symerror: 8.8} + - {label: 'JetPileup', symerror: 6.6} + - {label: 'Bkgtopsinglet', symerror: 24.6} + - {label: 'JetScaleOther', symerror: 5.9} + - {label: 'Pileup', symerror: 6.3} + - {label: 'StatsBkgMC', symerror: 5.2} + - {label: 'FTag', symerror: 42.7} + - {label: 'ElMuMETUnfTheoLumi', symerror: 14.2} + - {label: 'JetFlav', symerror: 7.0} + - {label: 'BkgOther', symerror: 5.5} + - {label: 'BkgWjets', symerror: 11.6} + value: 468.2 +independent_variables: +- header: {name: '$\text{Jet-veto }p_{T}\text{ threshold}\text{ [GeV]}$'} + values: + - {value: 30.0} + - {value: 35.0} + - {value: 40.0} + - {value: 45.0} + - {value: 50.0} + - {value: 55.0} + - {value: 60.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data10.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data10.yaml new file mode 100644 index 0000000000..38ef5ca442 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data10.yaml @@ -0,0 +1,243 @@ +dependent_variables: +- header: {name: '$d\sigma/dp_{T}^{e\mu}\text{ [fb/GeV]}$'} + qualifiers: + - {name: 'Cross section', value: 'WW production'} + - {name: 'ABS(ETARAP(LEPTON))', value: '< 2.5'} + - {name: 'PT(LEPTON)', units: 'GEV', value: '> 27'} + - {name: 'M(ELECTRON,MUON)', units: 'GEV', value: '> 55'} + - {name: 'PT(ELECTRON,MUON)', units: 'GEV', value: '> 30'} + - {name: 'ETMISS', units: 'GEV', value: '> 20'} + - {name: 'ABS(ETARAP(JET))', value: '< 4.5'} + - {name: 'PT(JET)', units: 'GEV', value: '> 35'} + - {name: 'N(JET)', value: '= 0'} + - {name: 'RE', value: 'P P --> W+ W-'} + - {name: 'SQRT(S)', units: 'GEV', value: '13000.0'} + values: + - errors: + - {label: 'stat', symerror: 0.346} + - {label: 'JetRes', symerror: 0.113} + - {label: 'JetPileup', symerror: 0.112} + - {label: 'Bkgtopsinglet', symerror: 0.144} + - {label: 'JetScaleOther', symerror: 0.128} + - {label: 'Pileup', symerror: 0.144} + - {label: 'StatsBkgMC', symerror: 0.224} + - {label: 'FTag', symerror: 0.142} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.321} + - {label: 'JetFlav', symerror: 0.152} + - {label: 'BkgOther', symerror: 0.131} + - {label: 'BkgWjets', symerror: 0.271} + value: 8.664 + - errors: + - {label: 'stat', symerror: 0.333} + - {label: 'JetRes', symerror: 0.043} + - {label: 'JetPileup', symerror: 0.110} + - {label: 'Bkgtopsinglet', symerror: 0.100} + - {label: 'JetScaleOther', symerror: 0.117} + - {label: 'Pileup', symerror: 0.118} + - {label: 'StatsBkgMC', symerror: 0.195} + - {label: 'FTag', symerror: 0.150} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.238} + - {label: 'JetFlav', symerror: 0.146} + - {label: 'BkgOther', symerror: 0.214} + - {label: 'BkgWjets', symerror: 0.267} + value: 8.799 + - errors: + - {label: 'stat', symerror: 0.331} + - {label: 'JetRes', symerror: 0.023} + - {label: 'JetPileup', symerror: 0.104} + - {label: 'Bkgtopsinglet', symerror: 0.142} + - {label: 'JetScaleOther', symerror: 0.119} + - {label: 'Pileup', symerror: 0.095} + - {label: 'StatsBkgMC', symerror: 0.192} + - {label: 'FTag', symerror: 0.188} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.235} + - {label: 'JetFlav', symerror: 0.144} + - {label: 'BkgOther', symerror: 0.114} + - {label: 'BkgWjets', symerror: 0.256} + value: 8.742 + - errors: + - {label: 'stat', symerror: 0.331} + - {label: 'JetRes', symerror: 0.035} + - {label: 'JetPileup', symerror: 0.130} + - {label: 'Bkgtopsinglet', symerror: 0.137} + - {label: 'JetScaleOther', symerror: 0.133} + - {label: 'Pileup', symerror: 0.136} + - {label: 'StatsBkgMC', symerror: 0.182} + - {label: 'FTag', symerror: 0.201} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.222} + - {label: 'JetFlav', symerror: 0.146} + - {label: 'BkgOther', symerror: 0.227} + - {label: 'BkgWjets', symerror: 0.246} + value: 8.465 + - errors: + - {label: 'stat', symerror: 0.316} + - {label: 'JetRes', symerror: 0.055} + - {label: 'JetPileup', symerror: 0.116} + - {label: 'Bkgtopsinglet', symerror: 0.142} + - {label: 'JetScaleOther', symerror: 0.110} + - {label: 'Pileup', symerror: 0.102} + - {label: 'StatsBkgMC', symerror: 0.114} + - {label: 'FTag', symerror: 0.197} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.231} + - {label: 'JetFlav', symerror: 0.134} + - {label: 'BkgOther', symerror: 0.079} + - {label: 'BkgWjets', symerror: 0.220} + value: 7.774 + - errors: + - {label: 'stat', symerror: 0.300} + - {label: 'JetRes', symerror: 0.071} + - {label: 'JetPileup', symerror: 0.111} + - {label: 'Bkgtopsinglet', symerror: 0.282} + - {label: 'JetScaleOther', symerror: 0.120} + - {label: 'Pileup', symerror: 0.115} + - {label: 'StatsBkgMC', symerror: 0.104} + - {label: 'FTag', symerror: 0.193} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.255} + - {label: 'JetFlav', symerror: 0.147} + - {label: 'BkgOther', symerror: 0.086} + - {label: 'BkgWjets', symerror: 0.193} + value: 6.919 + - errors: + - {label: 'stat', symerror: 0.293} + - {label: 'JetRes', symerror: 0.014} + - {label: 'JetPileup', symerror: 0.075} + - {label: 'Bkgtopsinglet', symerror: 0.334} + - {label: 'JetScaleOther', symerror: 0.087} + - {label: 'Pileup', symerror: 0.121} + - {label: 'StatsBkgMC', symerror: 0.098} + - {label: 'FTag', symerror: 0.210} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.367} + - {label: 'JetFlav', symerror: 0.106} + - {label: 'BkgOther', symerror: 0.037} + - {label: 'BkgWjets', symerror: 0.167} + value: 5.981 + - errors: + - {label: 'stat', symerror: 0.267} + - {label: 'JetRes', symerror: 0.022} + - {label: 'JetPileup', symerror: 0.065} + - {label: 'Bkgtopsinglet', symerror: 0.198} + - {label: 'JetScaleOther', symerror: 0.075} + - {label: 'Pileup', symerror: 0.150} + - {label: 'StatsBkgMC', symerror: 0.094} + - {label: 'FTag', symerror: 0.195} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.128} + - {label: 'JetFlav', symerror: 0.092} + - {label: 'BkgOther', symerror: 0.029} + - {label: 'BkgWjets', symerror: 0.138} + value: 5.11 + - errors: + - {label: 'stat', symerror: 0.262} + - {label: 'JetRes', symerror: 0.003} + - {label: 'JetPileup', symerror: 0.070} + - {label: 'Bkgtopsinglet', symerror: 0.128} + - {label: 'JetScaleOther', symerror: 0.077} + - {label: 'Pileup', symerror: 0.093} + - {label: 'StatsBkgMC', symerror: 0.095} + - {label: 'FTag', symerror: 0.170} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.163} + - {label: 'JetFlav', symerror: 0.098} + - {label: 'BkgOther', symerror: 0.027} + - {label: 'BkgWjets', symerror: 0.121} + value: 4.592 + - errors: + - {label: 'stat', symerror: 0.205} + - {label: 'JetRes', symerror: 0.001} + - {label: 'JetPileup', symerror: 0.041} + - {label: 'Bkgtopsinglet', symerror: 0.114} + - {label: 'JetScaleOther', symerror: 0.054} + - {label: 'Pileup', symerror: 0.065} + - {label: 'StatsBkgMC', symerror: 0.074} + - {label: 'FTag', symerror: 0.156} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.100} + - {label: 'JetFlav', symerror: 0.067} + - {label: 'BkgOther', symerror: 0.018} + - {label: 'BkgWjets', symerror: 0.097} + value: 2.933 + - errors: + - {label: 'stat', symerror: 0.138} + - {label: 'JetRes', symerror: 0.030} + - {label: 'JetPileup', symerror: 0.039} + - {label: 'Bkgtopsinglet', symerror: 0.093} + - {label: 'JetScaleOther', symerror: 0.038} + - {label: 'Pileup', symerror: 0.029} + - {label: 'StatsBkgMC', symerror: 0.044} + - {label: 'FTag', symerror: 0.144} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.073} + - {label: 'JetFlav', symerror: 0.057} + - {label: 'BkgOther', symerror: 0.016} + - {label: 'BkgWjets', symerror: 0.039} + value: 1.936 + - errors: + - {label: 'stat', symerror: 0.0698} + - {label: 'JetRes', symerror: 0.0204} + - {label: 'JetPileup', symerror: 0.0259} + - {label: 'Bkgtopsinglet', symerror: 0.0544} + - {label: 'JetScaleOther', symerror: 0.0254} + - {label: 'Pileup', symerror: 0.0065} + - {label: 'StatsBkgMC', symerror: 0.0216} + - {label: 'FTag', symerror: 0.0863} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.0416} + - {label: 'JetFlav', symerror: 0.0331} + - {label: 'BkgOther', symerror: 0.0128} + - {label: 'BkgWjets', symerror: 0.0168} + value: 0.5736 + - errors: + - {label: 'stat', symerror: 0.0242} + - {label: 'JetRes', symerror: 0.0042} + - {label: 'JetPileup', symerror: 0.0073} + - {label: 'Bkgtopsinglet', symerror: 0.0174} + - {label: 'JetScaleOther', symerror: 0.0073} + - {label: 'Pileup', symerror: 0.0023} + - {label: 'StatsBkgMC', symerror: 0.0076} + - {label: 'FTag', symerror: 0.0300} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.0084} + - {label: 'JetFlav', symerror: 0.0118} + - {label: 'BkgOther', symerror: 0.0075} + - {label: 'BkgWjets', symerror: 0.0038} + value: 0.1817 + - errors: + - {label: 'stat', symerror: 0.00679} + - {label: 'JetRes', symerror: 0.00001} + - {label: 'JetPileup', symerror: 0.00094} + - {label: 'Bkgtopsinglet', symerror: 0.01014} + - {label: 'JetScaleOther', symerror: 0.00084} + - {label: 'Pileup', symerror: 0.00024} + - {label: 'StatsBkgMC', symerror: 0.00213} + - {label: 'FTag', symerror: 0.00376} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.00430} + - {label: 'JetFlav', symerror: 0.00103} + - {label: 'BkgOther', symerror: 0.00088} + - {label: 'BkgWjets', symerror: 0.00119} + value: 0.02301 + - errors: + - {label: 'stat', symerror: 0.000320} + - {label: 'JetRes', symerror: 0.000020} + - {label: 'JetPileup', symerror: 0.000040} + - {label: 'Bkgtopsinglet', symerror: 0.000110} + - {label: 'JetScaleOther', symerror: 0.000030} + - {label: 'Pileup', symerror: 0.000040} + - {label: 'StatsBkgMC', symerror: 0.000130} + - {label: 'FTag', symerror: 0.000020} + - {label: 'ElMuMETUnfTheoLumi', symerror: 0.000150} + - {label: 'JetFlav', symerror: 0.000020} + - {label: 'BkgOther', symerror: 0.000020} + - {label: 'BkgWjets', symerror: 0.000080} + value: 0.00113 +independent_variables: +- header: {name: '$p_{T}^{e\mu}\text{ [GeV]}$'} + values: + - {low: 30.0, high: 35.0} + - {low: 35.0, high: 40.0} + - {low: 40.0, high: 45.0} + - {low: 45.0, high: 50.0} + - {low: 50.0, high: 55.0} + - {low: 55.0, high: 60.0} + - {low: 60.0, high: 65.0} + - {low: 65.0, high: 70.0} + - {low: 70.0, high: 75.0} + - {low: 75.0, high: 80.0} + - {low: 80.0, high: 90.0} + - {low: 90.0, high: 105.0} + - {low: 105.0, high: 140.0} + - {low: 140.0, high: 200.0} + - {low: 200.0, high: 999.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data11.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data11.yaml new file mode 100644 index 0000000000..8f710acd6a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data11.yaml @@ -0,0 +1,695 @@ +dependent_variables: +- header: {name: '$\rho(p_{T}^{e\mu})$'} + qualifiers: + - {name: 'Statistical correlation for cross section', value: 'WW production'} + - {name: 'ABS(ETARAP(LEPTON))', value: '< 2.5'} + - {name: 'PT(LEPTON)', units: 'GEV', value: '> 27'} + - {name: 'M(ELECTRON,MUON)', units: 'GEV', value: '> 55'} + - {name: 'PT(ELECTRON,MUON)', units: 'GEV', value: '> 30'} + - {name: 'ETMISS', units: 'GEV', value: '> 20'} + - {name: 'ABS(ETARAP(JET))', value: '< 4.5'} + - {name: 'PT(JET)', units: 'GEV', value: '> 35'} + - {name: 'N(JET)', value: '= 0'} + - {name: 'RE', value: 'P P --> W+ W-'} + - {name: 'SQRT(S)', units: 'GEV', value: '13000.0'} + values: + - {value: 1.0} + - {value: 0.0043} + - {value: -0.0777} + - {value: -0.0002} + - {value: 0.0139} + - {value: -0.0035} + - {value: -0.0088} + - {value: -0.0092} + - {value: -0.0048} + - {value: -0.0239} + - {value: -0.0155} + - {value: -0.0199} + - {value: -0.0315} + - {value: -0.0011} + - {value: -0.0206} + - {value: 0.0043} + - {value: 1.0} + - {value: 0.041} + - {value: -0.0184} + - {value: -0.0208} + - 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{label: 'BkgWjets', symerror: 12.31} + value: 70.76 +independent_variables: +- header: {name: '$\Delta\phi_{e\mu}$'} + values: + - {low: 0.0, high: 1.0} + - {low: 1.0, high: 1.4} + - {low: 1.4, high: 1.6} + - {low: 1.6, high: 1.8} + - {low: 1.8, high: 1.95} + - {low: 1.95, high: 2.1} + - {low: 2.1, high: 2.2} + - {low: 2.2, high: 2.3} + - {low: 2.3, high: 2.4} + - {low: 2.4, high: 2.5} + - {low: 2.5, high: 2.6} + - {low: 2.6, high: 2.7} + - {low: 2.7, high: 2.8} + - {low: 2.8, high: 3.0} + - {low: 3.0, high: 3.14} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data17.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data17.yaml new file mode 100644 index 0000000000..c4154ea0ca --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data17.yaml @@ -0,0 +1,695 @@ +dependent_variables: +- header: {name: '$\rho(\Delta\phi_{e\mu})$'} + qualifiers: + - {name: 'Statistical correlation for cross section', value: 'WW production'} + - 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{name: 'Cross section', value: 'WW production'} + - {name: 'ABS(ETARAP(LEPTON))', value: '< 2.5'} + - {name: 'PT(LEPTON)', units: 'GEV', value: '> 27'} + - {name: 'M(ELECTRON,MUON)', units: 'GEV', value: '> 55'} + - {name: 'PT(ELECTRON,MUON)', units: 'GEV', value: '> 30'} + - {name: 'ETMISS', units: 'GEV', value: '> 20'} + - {name: 'ABS(ETARAP(JET))', value: '< 4.5'} + - {name: 'PT(JET)', units: 'GEV', value: '> 35'} + - {name: 'N(JET)', value: '= 0'} + - {name: 'RE', value: 'P P --> W+ W-'} + - {name: 'SQRT(S)', units: 'GEV', value: '13000.0'} + values: + - errors: + - {label: 'stat', symerror: 16.3} + - {label: 'JetRes', symerror: 0.6} + - {label: 'JetPileup', symerror: 5.9} + - {label: 'Bkgtopsinglet', symerror: 18.3} + - {label: 'JetScaleOther', symerror: 6.6} + - {label: 'Pileup', symerror: 5.4} + - {label: 'StatsBkgMC', symerror: 10.8} + - {label: 'FTag', symerror: 12.0} + - {label: 'ElMuMETUnfTheoLumi', symerror: 10.3} + - {label: 'JetFlav', symerror: 8.3} + - {label: 'BkgOther', symerror: 7.4} + - {label: 'BkgWjets', symerror: 29.3} + value: 383.5 + - errors: + - {label: 'stat', symerror: 15.8} + - {label: 'JetRes', symerror: 3.7} + - {label: 'JetPileup', symerror: 6.3} + - {label: 'Bkgtopsinglet', symerror: 9.9} + - {label: 'JetScaleOther', symerror: 6.8} + - {label: 'Pileup', symerror: 4.3} + - {label: 'StatsBkgMC', symerror: 7.8} + - {label: 'FTag', symerror: 12.4} + - {label: 'ElMuMETUnfTheoLumi', symerror: 12.7} + - {label: 'JetFlav', symerror: 8.9} + - {label: 'BkgOther', symerror: 12.1} + - {label: 'BkgWjets', symerror: 30.8} + value: 358.3 + - errors: + - {label: 'stat', symerror: 15.7} + - {label: 'JetRes', symerror: 3.3} + - {label: 'JetPileup', symerror: 4.3} + - {label: 'Bkgtopsinglet', symerror: 10.4} + - {label: 'JetScaleOther', symerror: 5.2} + - {label: 'Pileup', symerror: 6.9} + - {label: 'StatsBkgMC', symerror: 8.3} + - {label: 'FTag', symerror: 13.2} + - {label: 'ElMuMETUnfTheoLumi', symerror: 9.6} + - {label: 'JetFlav', symerror: 6.4} + - {label: 'BkgOther', symerror: 7.6} + - {label: 'BkgWjets', symerror: 9.2} + value: 328.7 + - errors: + - {label: 'stat', symerror: 16.3} + - {label: 'JetRes', symerror: 2.2} + - {label: 'JetPileup', symerror: 6.4} + - {label: 'Bkgtopsinglet', symerror: 10.6} + - {label: 'JetScaleOther', symerror: 6.2} + - {label: 'Pileup', symerror: 3.4} + - {label: 'StatsBkgMC', symerror: 7.9} + - {label: 'FTag', symerror: 13.4} + - {label: 'ElMuMETUnfTheoLumi', symerror: 9.3} + - {label: 'JetFlav', symerror: 9.0} + - {label: 'BkgOther', symerror: 4.5} + - {label: 'BkgWjets', symerror: 7.7} + value: 363.1 + - errors: + - {label: 'stat', symerror: 16.2} + - {label: 'JetRes', symerror: 1.7} + - {label: 'JetPileup', symerror: 6.3} + - {label: 'Bkgtopsinglet', symerror: 10.7} + - {label: 'JetScaleOther', symerror: 6.3} + - {label: 'Pileup', symerror: 7.0} + - {label: 'StatsBkgMC', symerror: 7.6} + - {label: 'FTag', symerror: 15.7} + - {label: 'ElMuMETUnfTheoLumi', symerror: 9.9} + - {label: 'JetFlav', symerror: 8.8} + - {label: 'BkgOther', symerror: 6.1} + - {label: 'BkgWjets', symerror: 7.6} + value: 397.3 + - errors: + - {label: 'stat', symerror: 16.4} + - {label: 'JetRes', symerror: 1.6} + - {label: 'JetPileup', symerror: 6.7} + - {label: 'Bkgtopsinglet', symerror: 11.2} + - {label: 'JetScaleOther', symerror: 6.5} + - {label: 'Pileup', symerror: 5.3} + - {label: 'StatsBkgMC', symerror: 8.3} + - {label: 'FTag', symerror: 16.1} + - {label: 'ElMuMETUnfTheoLumi', symerror: 14.1} + - {label: 'JetFlav', symerror: 7.8} + - {label: 'BkgOther', symerror: 8.2} + - {label: 'BkgWjets', symerror: 7.6} + value: 407.7 + - errors: + - {label: 'stat', symerror: 18.1} + - {label: 'JetRes', symerror: 0.4} + - {label: 'JetPileup', symerror: 7.9} + - {label: 'Bkgtopsinglet', symerror: 12.8} + - {label: 'JetScaleOther', symerror: 8.6} + - {label: 'Pileup', symerror: 8.8} + - {label: 'StatsBkgMC', symerror: 8.6} + - {label: 'FTag', symerror: 16.2} + - {label: 'ElMuMETUnfTheoLumi', symerror: 11.8} + - {label: 'JetFlav', symerror: 10.3} + - {label: 'BkgOther', symerror: 14.9} + - {label: 'BkgWjets', symerror: 8.7} + value: 486.7 + - errors: + - {label: 'stat', symerror: 17.1} + - {label: 'JetRes', symerror: 3.3} + - {label: 'JetPileup', symerror: 5.5} + - {label: 'Bkgtopsinglet', symerror: 18.3} + - {label: 'JetScaleOther', symerror: 7.0} + - {label: 'Pileup', symerror: 8.9} + - {label: 'StatsBkgMC', symerror: 8.1} + - {label: 'FTag', symerror: 15.2} + - {label: 'ElMuMETUnfTheoLumi', symerror: 15.7} + - {label: 'JetFlav', symerror: 8.0} + - {label: 'BkgOther', symerror: 3.7} + - {label: 'BkgWjets', symerror: 9.0} + value: 455.6 + - errors: + - {label: 'stat', symerror: 10.1} + - {label: 'JetRes', symerror: 0.002} + - {label: 'JetPileup', symerror: 3.7} + - {label: 'Bkgtopsinglet', symerror: 17.1} + - {label: 'JetScaleOther', symerror: 3.8} + - {label: 'Pileup', symerror: 6.3} + - {label: 'StatsBkgMC', symerror: 5.1} + - {label: 'FTag', symerror: 7.9} + - {label: 'ElMuMETUnfTheoLumi', symerror: 10.2} + - {label: 'JetFlav', symerror: 4.5} + - {label: 'BkgOther', symerror: 3.5} + - {label: 'BkgWjets', symerror: 7.1} + value: 309.7 +independent_variables: +- header: {name: '$|cos(\theta^*)|$'} + values: + - {low: 0.0, high: 0.1} + - {low: 0.1, high: 0.2} + - {low: 0.2, high: 0.3} + - {low: 0.3, high: 0.4} + - {low: 0.4, high: 0.5} + - {low: 0.5, high: 0.6} + - {low: 0.6, high: 0.7} + - {low: 0.7, high: 0.8} + - {low: 0.8, high: 1.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data2.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data2.yaml new file mode 100644 index 0000000000..71d2e09bbf --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WW_DIF/rawdata/data2.yaml @@ -0,0 +1,167 @@ +dependent_variables: +- header: {name: '$\rho(\text{Jet-veto }p_{T}\text{ threshold})$'} + qualifiers: + - {name: 'Statistical correlation for cross section', value: 'WW production'} + - {name: 'ABS(ETARAP(LEPTON))', value: '< 2.5'} + - {name: 'PT(LEPTON)', units: 'GEV', value: '> 27'} + - {name: 'M(ELECTRON,MUON)', units: 'GEV', value: '> 55'} + - 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Events with one electron and one muon are selected, corresponding to the decay of the diboson system as WW->e nu mu nu. To suppress top-quark background, events containing jets with a transverse momentum exceeding 35 GeV are not included in the measurement phase space. The fiducial cross-section, six differential distributions and the cross-section as a function of the jet-veto transverse momentum threshold are measured and compared with several theoretical predictions. Constraints on anomalous weak boson self-interactions are also presented in the framework of a dimension-six effective field theory." +hepdata_doi: XXX +record_ids: +- {id: XXX, type: inspire} +--- +data_file: data1.yaml +description: | + Measured fiducial cross-section as a function of the jet-veto $p_{T}$ threshold. The value at the jet-veto $p_{T}$ threshold of 35GeV corresponds to the nominal fiducial cross section measured in this publication. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [SIG]} +- {name: phrases, values: [Integrated Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 06a +name: Table 1 +additional_resources: +- {description: Image file, location: fig_06a.png} +- {description: Thumbnail image file, location: thumb_fig_06a.png} +--- +data_file: data2.yaml +description: | + Statistical correlation between bins in data for the measured fiducial cross-section as a function of the jet-veto $p_{T}$ threshold. The value at the jet-veto $p_{T}$ threshold of 35GeV corresponds to the nominal fiducial cross section measured in this publication. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 2 +--- +data_file: data3.yaml +description: | + Total correlation between bins in data for the measured fiducial cross-section as a function of the jet-veto $p_{T}$ threshold. The value at the jet-veto $p_{T}$ threshold of 35GeV corresponds to the nominal fiducial cross section measured in this publication. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 3 +--- +data_file: data4.yaml +description: | + Measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_\text{T}^{\text{lead }\ell}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 07a +name: Table 4 +additional_resources: +- {description: Image file, location: fig_07a.png} +- {description: Thumbnail image file, location: thumb_fig_07a.png} +--- +data_file: data5.yaml +description: | + Statistical correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_\text{T}^{\text{lead }\ell}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 5 +--- +data_file: data6.yaml +description: | + Total correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_\text{T}^{\text{lead }\ell}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 6 +--- +data_file: data7.yaml +description: | + Measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $m_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 07b +name: Table 7 +additional_resources: +- {description: Image file, location: fig_07b.png} +- {description: Thumbnail image file, location: thumb_fig_07b.png} +--- +data_file: data8.yaml +description: | + Statistical correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $m_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 8 +--- +data_file: data9.yaml +description: | + Total correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $m_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 9 +--- +data_file: data10.yaml +description: | + Measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_{T}^{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 07c +name: Table 10 +additional_resources: +- {description: Image file, location: fig_07c.png} +- {description: Thumbnail image file, location: thumb_fig_07c.png} +--- +data_file: data11.yaml +description: | + Statistical correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_{T}^{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 11 +--- +data_file: data12.yaml +description: | + Total correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_{T}^{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 12 +--- +data_file: data13.yaml +description: | + Measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $|y_{e\mu}|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 07d +name: Table 13 +additional_resources: +- {description: Image file, location: fig_07d.png} +- {description: Thumbnail image file, location: thumb_fig_07d.png} +--- +data_file: data14.yaml +description: | + Statistical correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $|y_{e\mu}|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 14 +--- +data_file: data15.yaml +description: | + Total correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $|y_{e\mu}|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 15 +--- +data_file: data16.yaml +description: | + Measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $\Delta\phi_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 08a +name: Table 16 +additional_resources: +- {description: Image file, location: fig_08a.png} +- {description: Thumbnail image file, location: thumb_fig_08a.png} +--- +data_file: data17.yaml +description: | + Statistical correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $\Delta\phi_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 17 +--- +data_file: data18.yaml +description: | + Total correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $\Delta\phi_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 18 +--- +data_file: data19.yaml +description: | + Measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $|cos(\theta^*)|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 08b +name: Table 19 +additional_resources: +- {description: Image file, location: fig_08b.png} +- {description: Thumbnail image file, location: thumb_fig_08b.png} +--- +data_file: data20.yaml +description: | + Statistical correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $|cos(\theta^*)|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 20 +--- +data_file: data21.yaml +description: | + Total correlation between bins in data for the measured fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $|cos(\theta^*)|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 21 +--- +data_file: data22.yaml +description: | + Measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_\text{T}^{\text{lead }\ell}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 03a in Auxiliary Material +name: Table 22 +additional_resources: +- {description: Image file, location: figaux_03a.png} +- {description: Thumbnail image file, location: thumb_figaux_03a.png} +--- +data_file: data23.yaml +description: | + Statistical correlation between bins in data for the measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_\text{T}^{\text{lead }\ell}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 23 +--- +data_file: data24.yaml +description: | + Total correlation between bins in data for the measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_\text{T}^{\text{lead }\ell}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 24 +--- +data_file: data25.yaml +description: | + Measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $m_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 03b in Auxiliary Material +name: Table 25 +additional_resources: +- {description: Image file, location: figaux_03b.png} +- {description: Thumbnail image file, location: thumb_figaux_03b.png} +--- +data_file: data26.yaml +description: | + Statistical correlation between bins in data for the measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $m_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 26 +--- +data_file: data27.yaml +description: | + Total correlation between bins in data for the measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $m_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 27 +--- +data_file: data28.yaml +description: | + Measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_{T}^{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 03c in Auxiliary Material +name: Table 28 +additional_resources: +- {description: Image file, location: figaux_03c.png} +- {description: Thumbnail image file, location: thumb_figaux_03c.png} +--- +data_file: data29.yaml +description: | + Statistical correlation between bins in data for the measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_{T}^{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 29 +--- +data_file: data30.yaml +description: | + Total correlation between bins in data for the measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $p_{T}^{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 30 +--- +data_file: data31.yaml +description: | + Measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $|y_{e\mu}|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 03d in Auxiliary Material +name: Table 31 +additional_resources: +- {description: Image file, location: figaux_03d.png} +- {description: Thumbnail image file, location: thumb_figaux_03d.png} +--- +data_file: data32.yaml +description: | + Statistical correlation between bins in data for the measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $|y_{e\mu}|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 32 +--- +data_file: data33.yaml +description: | + Total correlation between bins in data for the measured normalized fiducial cross-section of $WW\rightarrow e\mu$ production for the observable $|y_{e\mu}|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 33 +--- +data_file: data34.yaml +description: | + Measured normalized fiducial cross section of $WW\rightarrow e\mu$ production for the observable $\Delta\phi_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 04a in Auxiliary Material +name: Table 34 +additional_resources: +- {description: Image file, location: figaux_04a.png} +- {description: Thumbnail image file, location: thumb_figaux_04a.png} +--- +data_file: data35.yaml +description: | + Statistical correlation between bins in data for the measured normalized fiducial cross section of $WW\rightarrow e\mu$ production for the observable $\Delta\phi_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 35 +--- +data_file: data36.yaml +description: | + Total correlation between bins in data for the measured normalized fiducial cross section of $WW\rightarrow e\mu$ production for the observable $\Delta\phi_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 36 +--- +data_file: data37.yaml +description: | + Measured normalized fiducial cross section of $WW\rightarrow e\mu$ production for the observable $|cos(\theta^*)|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 04b in Auxiliary Material +name: Table 37 +additional_resources: +- {description: Image file, location: figaux_04b.png} +- {description: Thumbnail image file, location: thumb_figaux_04b.png} +--- +data_file: data38.yaml +description: | + Statistical correlation between bins in data for the measured normalized fiducial cross section of $WW\rightarrow e\mu$ production for the observable $|cos(\theta^*)|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 38 +--- +data_file: data39.yaml +description: | + Total correlation between bins in data for the measured normalized fiducial cross section of $WW\rightarrow e\mu$ production for the observable $|cos(\theta^*)|$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [CORR]} +- {name: phrases, values: [Correlation, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 39 +--- +data_file: data40.yaml +description: | + List of experimentally considered systematic uncertainties for the WW cross section measurement. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [SIG]} +- {name: phrases, values: [Systematics List, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +name: Table 40 +--- +data_file: data41.yaml +description: | + Extrapolated unfolded fiducial cross-section of $WW\rightarrow e\mu$ production as a function of $p_\text{T}^{\text{lead }\ell}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 07a in Auxiliary Material +name: Table 41 +additional_resources: +- {description: Image file, location: figaux_07a.png} +- {description: Thumbnail image file, location: thumb_figaux_07a.png} +--- +data_file: data42.yaml +description: | + Extrapolated unfolded fiducial cross-section of $WW\rightarrow e\mu$ production as a function of $m_{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 07b in Auxiliary Material +name: Table 42 +additional_resources: +- {description: Image file, location: figaux_07b.png} +- {description: Thumbnail image file, location: thumb_figaux_07b.png} +--- +data_file: data43.yaml +description: | + Extrapolated unfolded fiducial cross-section of $WW\rightarrow e\mu$ production as a function of $p_{T}^{e\mu}$. +keywords: +- {name: reactions, values: ['P P --> W+ W-']} +- {name: observables, values: [DSIG/DX]} +- {name: phrases, values: [Differential Cross Section, Proton-Proton Scattering, W pair Production]} +- {name: cmenergies, values: [13000.0]} +location: Data from Figure(s) 07c in Auxiliary Material +name: Table 43 +additional_resources: +- {description: Image file, location: figaux_07c.png} +- {description: Thumbnail image file, location: thumb_figaux_07c.png} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/filter.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/metadata.yaml new file mode 100644 index 0000000000..e69de29bb2 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data1.yaml new file mode 100644 index 0000000000..e1c2b4e200 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data1.yaml @@ -0,0 +1,65 @@ +dependent_variables: +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $e^\pm e^+ e^-$ channel} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '2.4'} + - {label: sys, symerror: '3.9'} + - {label: 'sys,mod', symerror: '0.3'} + - {label: 'sys,lumi', symerror: '1.5'} + value: '65.8' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $\mu^\pm e^+ e^-$ channel} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '2.0'} + - {label: sys, symerror: '2.1'} + - {label: 'sys,mod', symerror: '0.3'} + - {label: 'sys,lumi', symerror: '1.3'} + value: '61.2' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $e^\pm \mu^+ \mu^-$ channel} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '2.0'} + - {label: sys, symerror: '3.4'} + - {label: 'sys,mod', symerror: '0.3'} + - {label: 'sys,lumi', symerror: '1.4'} + value: '62.4' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $\mu^\pm \mu^+ \mu^-$ channel} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.8'} + - {label: sys, symerror: '2.7'} + - {label: 'sys,mod', symerror: '0.3'} + - {label: 'sys,lumi', symerror: '1.64'} + value: '65.3' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: combined} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.0'} + - {label: sys, symerror: '2.3'} + - {label: 'sys,mod', symerror: '0.3'} + - {label: 'sys,lumi', symerror: '1.4'} + value: '63.7' +independent_variables: +- header: {name: '$\sqrt{s}$ [GeV]'} + values: + - {value: '13000.0'} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data10.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data10.yaml new file mode 100644 index 0000000000..33e8de001b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data10.yaml @@ -0,0 +1,88 @@ +dependent_variables: +- header: {name: '$\Delta \sigma^{\mathrm{fid.}}_{W^{\pm}Z}$ [fb]'} + qualifiers: + - {name: ., value: Fiducial Cross Sections} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: 3.8%} + - {label: 'sys,uncor', symerror: 0.3%} + - {label: 'sys,unfold', symerror: 2.2%} + - {label: 'sys,Electrons', symerror: 1.0%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 1.4%} + - {label: 'sys,Red. Background', symerror: 5.7%} + - {label: 'sys,Irred. Background', symerror: 2.0%} + - {label: 'sys,Pileup', symerror: 2.5%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '15.29' + - errors: + - {label: stat, symerror: 3.2%} + - {label: 'sys,uncor', symerror: 0.2%} + - {label: 'sys,unfold', symerror: 2.4%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.6%} + - {label: 'sys,Red. Background', symerror: 4.0%} + - {label: 'sys,Irred. Background', symerror: 2.2%} + - {label: 'sys,Pileup', symerror: 1.8%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '20.27' + - errors: + - {label: stat, symerror: 3.7%} + - {label: 'sys,uncor', symerror: 0.3%} + - {label: 'sys,unfold', symerror: 0.8%} + - {label: 'sys,Electrons', symerror: 1.3%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.5%} + - {label: 'sys,Red. Background', symerror: 2.8%} + - {label: 'sys,Irred. Background', symerror: 2.4%} + - {label: 'sys,Pileup', symerror: 1.1%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '15.15' + - errors: + - {label: stat, symerror: 5.2%} + - {label: 'sys,uncor', symerror: 0.3%} + - {label: 'sys,unfold', symerror: 1.5%} + - {label: 'sys,Electrons', symerror: 1.3%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 1.2%} + - {label: 'sys,Red. Background', symerror: 2.2%} + - {label: 'sys,Irred. Background', symerror: 3.0%} + - {label: 'sys,Pileup', symerror: 1.1%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '7.81' + - errors: + - {label: stat, symerror: 8.7%} + - {label: 'sys,uncor', symerror: 0.5%} + - {label: 'sys,unfold', symerror: 2.6%} + - {label: 'sys,Electrons', symerror: 1.6%} + - {label: 'sys,Muons', symerror: 1.8%} + - {label: 'sys,Jets', symerror: 1.2%} + - {label: 'sys,Red. Background', symerror: 2.2%} + - {label: 'sys,Irred. Background', symerror: 4.7%} + - {label: 'sys,Pileup', symerror: 1.9%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '3.06' + - errors: + - {label: stat, symerror: 9.3%} + - {label: 'sys,uncor', symerror: 0.7%} + - {label: 'sys,unfold', symerror: 1.0%} + - {label: 'sys,Electrons', symerror: 2.1%} + - {label: 'sys,Muons', symerror: 2.3%} + - {label: 'sys,Jets', symerror: 1.4%} + - {label: 'sys,Red. Background', symerror: 2.2%} + - {label: 'sys,Irred. Background', symerror: 3.9%} + - {label: 'sys,Pileup', symerror: 1.9%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '2.21' +independent_variables: +- header: {name: '$p_{\mathrm{T}}^{W}$ [GeV]'} + values: + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 100.0, low: 60.0} + - {high: 150.0, low: 100.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data11.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data11.yaml new file mode 100644 index 0000000000..e80b165772 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data11.yaml @@ -0,0 +1,156 @@ +dependent_variables: +- header: {name: ''} + qualifiers: + - {name: ., value: Correlation matrix} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.00' + - errors: [] + value: '0.71' + - errors: [] + value: '0.52' + - errors: [] + value: '0.39' + - errors: [] + value: '0.30' + - errors: [] + value: '0.28' + - errors: [] + value: '0.71' + - errors: [] + value: '1.00' + - errors: [] + value: '0.62' + - errors: [] + value: '0.41' + - errors: [] + value: '0.35' + - errors: [] + value: '0.33' + - errors: [] + value: '0.52' + - errors: [] + value: '0.62' + - errors: [] + value: '1.00' + - errors: [] + value: '0.47' + - errors: [] + value: '0.34' + - errors: [] + value: '0.35' + - errors: [] + value: '0.39' + - errors: [] + value: '0.41' + - errors: [] + value: '0.47' + - errors: [] + value: '1.00' + - errors: [] + value: '0.33' + - errors: [] + value: '0.32' + - errors: [] + value: '0.30' + - errors: [] + value: '0.35' + - errors: [] + value: '0.34' + - errors: [] + value: '0.33' + - errors: [] + value: '1.00' + - errors: [] + value: '0.21' + - errors: [] + value: '0.28' + - errors: [] + value: '0.33' + - errors: [] + value: '0.35' + - errors: [] + value: '0.32' + - errors: [] + value: '0.21' + - errors: [] + value: '1.00' +independent_variables: +- header: {name: '$p_{\mathrm{T}}^{W}$ [GeV]'} + values: + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 100.0, low: 60.0} + - {high: 150.0, low: 100.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 100.0, low: 60.0} + - {high: 150.0, low: 100.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 100.0, low: 60.0} + - {high: 150.0, low: 100.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 100.0, low: 60.0} + - {high: 150.0, low: 100.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 100.0, low: 60.0} + - {high: 150.0, low: 100.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 100.0, low: 60.0} + - {high: 150.0, low: 100.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} +- header: {name: '$p_{\mathrm{T}}^{W}$ [GeV]'} + values: + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 100.0, low: 60.0} + - {high: 100.0, low: 60.0} + - {high: 100.0, low: 60.0} + - {high: 100.0, low: 60.0} + - {high: 100.0, low: 60.0} + - {high: 100.0, low: 60.0} + - {high: 150.0, low: 100.0} + - {high: 150.0, low: 100.0} + - {high: 150.0, low: 100.0} + - {high: 150.0, low: 100.0} + - {high: 150.0, low: 100.0} + - {high: 150.0, low: 100.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data12.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data12.yaml new file mode 100644 index 0000000000..1993a3012d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data12.yaml @@ -0,0 +1,88 @@ +dependent_variables: +- header: {name: '$\Delta \sigma^{\mathrm{fid.}}_{W^{\pm}Z}$ [fb]'} + qualifiers: + - {name: ., value: Fiducial Cross Sections} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: 7.1%} + - {label: 'sys,uncor', symerror: 0.5%} + - {label: 'sys,unfold', symerror: 3.0%} + - {label: 'sys,Electrons', symerror: 1.7%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 0.9%} + - {label: 'sys,Red. Background', symerror: 10.8%} + - {label: 'sys,Irred. Background', symerror: 3.4%} + - {label: 'sys,Pileup', symerror: 2.9%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '7.77' + - errors: + - {label: stat, symerror: 3.2%} + - {label: 'sys,uncor', symerror: 0.2%} + - {label: 'sys,unfold', symerror: 2.2%} + - {label: 'sys,Electrons', symerror: 1.1%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.5%} + - {label: 'sys,Red. Background', symerror: 3.4%} + - {label: 'sys,Irred. Background', symerror: 2.0%} + - {label: 'sys,Pileup', symerror: 2.0%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '25.65' + - errors: + - {label: stat, symerror: 3.4%} + - {label: 'sys,uncor', symerror: 0.2%} + - {label: 'sys,unfold', symerror: 1.3%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.3%} + - {label: 'sys,Red. Background', symerror: 2.4%} + - {label: 'sys,Irred. Background', symerror: 2.0%} + - {label: 'sys,Pileup', symerror: 1.3%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '21.74' + - errors: + - {label: stat, symerror: 5.3%} + - {label: 'sys,uncor', symerror: 0.4%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 1.6%} + - {label: 'sys,Muons', symerror: 1.8%} + - {label: 'sys,Jets', symerror: 0.6%} + - {label: 'sys,Red. Background', symerror: 2.5%} + - {label: 'sys,Irred. Background', symerror: 4.2%} + - {label: 'sys,Pileup', symerror: 1.5%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '7.76' + - errors: + - {label: stat, symerror: 20.9%} + - {label: 'sys,uncor', symerror: 1.4%} + - {label: 'sys,unfold', symerror: 0.6%} + - {label: 'sys,Electrons', symerror: 2.5%} + - {label: 'sys,Muons', symerror: 2.9%} + - {label: 'sys,Jets', symerror: 1.5%} + - {label: 'sys,Red. Background', symerror: 1.9%} + - {label: 'sys,Irred. Background', symerror: 7.7%} + - {label: 'sys,Pileup', symerror: 0.7%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '0.59' + - errors: + - {label: stat, symerror: 21.7%} + - {label: 'sys,uncor', symerror: 2.0%} + - {label: 'sys,unfold', symerror: 0.6%} + - {label: 'sys,Electrons', symerror: 3.1%} + - {label: 'sys,Muons', symerror: 4.1%} + - {label: 'sys,Jets', symerror: 1.2%} + - {label: 'sys,Red. Background', symerror: 3.5%} + - {label: 'sys,Irred. Background', symerror: 4.8%} + - {label: 'sys,Pileup', symerror: 1.0%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '0.42' +independent_variables: +- header: {name: '$m_{\mathrm{T}}^{WZ}$ [GeV]'} + values: + - {high: 140.0, low: 0.0} + - {high: 180.0, low: 140.0} + - {high: 250.0, low: 180.0} + - {high: 450.0, low: 250.0} + - {high: 600.0, low: 450.0} + - {high: 1000.0, low: 600.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data13.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data13.yaml new file mode 100644 index 0000000000..3d3f446e79 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data13.yaml @@ -0,0 +1,156 @@ +dependent_variables: +- header: {name: ''} + qualifiers: + - {name: ., value: Correlation matrix} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.00' + - errors: [] + value: '0.61' + - errors: [] + value: '0.51' + - errors: [] + value: '0.41' + - errors: [] + value: '0.11' + - errors: [] + value: '0.17' + - errors: [] + value: '0.61' + - errors: [] + value: '1.00' + - errors: [] + value: '0.48' + - errors: [] + value: '0.43' + - errors: [] + value: '0.15' + - errors: [] + value: '0.20' + - errors: [] + value: '0.51' + - errors: [] + value: '0.48' + - errors: [] + value: '1.00' + - errors: [] + value: '0.46' + - errors: [] + value: '0.19' + - errors: [] + value: '0.19' + - errors: [] + value: '0.41' + - errors: [] + value: '0.43' + - errors: [] + value: '0.46' + - errors: [] + value: '1.00' + - errors: [] + value: '0.22' + - errors: [] + value: '0.21' + - errors: [] + value: '0.11' + - errors: [] + value: '0.15' + - errors: [] + value: '0.19' + - errors: [] + value: '0.22' + - errors: [] + value: '1.00' + - errors: [] + value: '0.04' + - errors: [] + value: '0.17' + - errors: [] + value: '0.20' + - errors: [] + value: '0.19' + - errors: [] + value: '0.21' + - errors: [] + value: '0.04' + - errors: [] + value: '1.00' +independent_variables: +- header: {name: '$m_{\mathrm{T}}^{WZ}$ [GeV]'} + values: + - {high: 140.0, low: 0.0} + - {high: 180.0, low: 140.0} + - {high: 250.0, low: 180.0} + - {high: 450.0, low: 250.0} + - {high: 600.0, low: 450.0} + - {high: 1000.0, low: 600.0} + - {high: 140.0, low: 0.0} + - {high: 180.0, low: 140.0} + - {high: 250.0, low: 180.0} + - {high: 450.0, low: 250.0} + - {high: 600.0, low: 450.0} + - {high: 1000.0, low: 600.0} + - {high: 140.0, low: 0.0} + - {high: 180.0, low: 140.0} + - {high: 250.0, low: 180.0} + - {high: 450.0, low: 250.0} + - {high: 600.0, low: 450.0} + - {high: 1000.0, low: 600.0} + - {high: 140.0, low: 0.0} + - {high: 180.0, low: 140.0} + - {high: 250.0, low: 180.0} + - {high: 450.0, low: 250.0} + - {high: 600.0, low: 450.0} + - {high: 1000.0, low: 600.0} + - {high: 140.0, low: 0.0} + - {high: 180.0, low: 140.0} + - {high: 250.0, low: 180.0} + - {high: 450.0, low: 250.0} + - {high: 600.0, low: 450.0} + - {high: 1000.0, low: 600.0} + - {high: 140.0, low: 0.0} + - {high: 180.0, low: 140.0} + - {high: 250.0, low: 180.0} + - {high: 450.0, low: 250.0} + - {high: 600.0, low: 450.0} + - {high: 1000.0, low: 600.0} +- header: {name: '$m_{\mathrm{T}}^{WZ}$ [GeV]'} + values: + - {high: 140.0, low: 0.0} + - {high: 140.0, low: 0.0} + - {high: 140.0, low: 0.0} + - {high: 140.0, low: 0.0} + - {high: 140.0, low: 0.0} + - {high: 140.0, low: 0.0} + - {high: 180.0, low: 140.0} + - {high: 180.0, low: 140.0} + - {high: 180.0, low: 140.0} + - {high: 180.0, low: 140.0} + - {high: 180.0, low: 140.0} + - {high: 180.0, low: 140.0} + - {high: 250.0, low: 180.0} + - {high: 250.0, low: 180.0} + - {high: 250.0, low: 180.0} + - {high: 250.0, low: 180.0} + - {high: 250.0, low: 180.0} + - {high: 250.0, low: 180.0} + - {high: 450.0, low: 250.0} + - {high: 450.0, low: 250.0} + - {high: 450.0, low: 250.0} + - {high: 450.0, low: 250.0} + - {high: 450.0, low: 250.0} + - {high: 450.0, low: 250.0} + - {high: 600.0, low: 450.0} + - {high: 600.0, low: 450.0} + - {high: 600.0, low: 450.0} + - {high: 600.0, low: 450.0} + - {high: 600.0, low: 450.0} + - {high: 600.0, low: 450.0} + - {high: 1000.0, low: 600.0} + - {high: 1000.0, low: 600.0} + - {high: 1000.0, low: 600.0} + - {high: 1000.0, low: 600.0} + - {high: 1000.0, low: 600.0} + - {high: 1000.0, low: 600.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data14.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data14.yaml new file mode 100644 index 0000000000..855522e4ee --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data14.yaml @@ -0,0 +1,88 @@ +dependent_variables: +- header: {name: '$\Delta \sigma^{\mathrm{fid.}}_{W^{\pm}Z}$ [fb]'} + qualifiers: + - {name: ., value: Fiducial Cross Sections} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: 7.9%} + - {label: 'sys,uncor', symerror: 0.6%} + - {label: 'sys,unfold', symerror: 1.8%} + - {label: 'sys,Electrons', symerror: 1.3%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 2.3%} + - {label: 'sys,Red. Background', symerror: 4.7%} + - {label: 'sys,Irred. Background', symerror: 3.2%} + - {label: 'sys,Pileup', symerror: 1.9%} + - {label: 'sys,lumi', symerror: 2.6%} + value: '4.03' + - errors: + - {label: stat, symerror: 6.6%} + - {label: 'sys,uncor', symerror: 0.4%} + - {label: 'sys,unfold', symerror: 2.0%} + - {label: 'sys,Electrons', symerror: 1.3%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 2.3%} + - {label: 'sys,Red. Background', symerror: 5.0%} + - {label: 'sys,Irred. Background', symerror: 3.2%} + - {label: 'sys,Pileup', symerror: 1.1%} + - {label: 'sys,lumi', symerror: 2.6%} + value: '4.56' + - errors: + - {label: stat, symerror: 6.2%} + - {label: 'sys,uncor', symerror: 0.4%} + - {label: 'sys,unfold', symerror: 0.4%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 2.1%} + - {label: 'sys,Red. Background', symerror: 5.9%} + - {label: 'sys,Irred. Background', symerror: 3.7%} + - {label: 'sys,Pileup', symerror: 1.3%} + - {label: 'sys,lumi', symerror: 2.7%} + value: '5.47' + - errors: + - {label: stat, symerror: 5.4%} + - {label: 'sys,uncor', symerror: 0.4%} + - {label: 'sys,unfold', symerror: 2.2%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 2.6%} + - {label: 'sys,Red. Background', symerror: 6.1%} + - {label: 'sys,Irred. Background', symerror: 3.6%} + - {label: 'sys,Pileup', symerror: 0.4%} + - {label: 'sys,lumi', symerror: 2.7%} + value: '6.50' + - errors: + - {label: stat, symerror: 3.5%} + - {label: 'sys,uncor', symerror: 0.2%} + - {label: 'sys,unfold', symerror: 1.2%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.7%} + - {label: 'sys,Red. Background', symerror: 4.6%} + - {label: 'sys,Irred. Background', symerror: 2.7%} + - {label: 'sys,Pileup', symerror: 1.0%} + - {label: 'sys,lumi', symerror: 2.6%} + value: '13.49' + - errors: + - {label: stat, symerror: 2.5%} + - {label: 'sys,uncor', symerror: 0.2%} + - {label: 'sys,unfold', symerror: 0.9%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 2.1%} + - {label: 'sys,Red. Background', symerror: 2.1%} + - {label: 'sys,Irred. Background', symerror: 1.6%} + - {label: 'sys,Pileup', symerror: 2.6%} + - {label: 'sys,lumi', symerror: 2.4%} + value: '29.70' +independent_variables: +- header: {name: '$\Delta\phi(W,Z)$ [rad]'} + values: + - {high: 0.6, low: 0.0} + - {high: 1.2, low: 0.6} + - {high: 1.8, low: 1.2} + - {high: 2.3, low: 1.8} + - {high: 2.8, low: 2.3} + - {high: 3.2, low: 2.8} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data15.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data15.yaml new file mode 100644 index 0000000000..0b71d19e85 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data15.yaml @@ -0,0 +1,156 @@ +dependent_variables: +- header: {name: ''} + qualifiers: + - {name: ., value: Correlation matrix} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.00' + - errors: [] + value: '0.47' + - errors: [] + value: '0.44' + - errors: [] + value: '0.49' + - errors: [] + value: '0.50' + - errors: [] + value: '0.30' + - errors: [] + value: '0.47' + - errors: [] + value: '1.00' + - errors: [] + value: '0.62' + - errors: [] + value: '0.56' + - errors: [] + value: '0.54' + - errors: [] + value: '0.32' + - errors: [] + value: '0.44' + - errors: [] + value: '0.62' + - errors: [] + value: '1.00' + - errors: [] + value: '0.72' + - errors: [] + value: '0.62' + - errors: [] + value: '0.33' + - errors: [] + value: '0.49' + - errors: [] + value: '0.56' + - errors: [] + value: '0.72' + - errors: [] + value: '1.00' + - errors: [] + value: '0.74' + - errors: [] + value: '0.26' + - errors: [] + value: '0.50' + - errors: [] + value: '0.54' + - errors: [] + value: '0.62' + - errors: [] + value: '0.74' + - errors: [] + value: '1.00' + - errors: [] + value: '0.46' + - errors: [] + value: '0.30' + - errors: [] + value: '0.32' + - errors: [] + value: '0.33' + - errors: [] + value: '0.26' + - errors: [] + value: '0.46' + - errors: [] + value: '1.00' +independent_variables: +- header: {name: '$\Delta\phi(W,Z)$ [rad]'} + values: + - {high: 0.6, low: 0.0} + - {high: 1.2, low: 0.6} + - {high: 1.8, low: 1.2} + - {high: 2.3, low: 1.8} + - {high: 2.8, low: 2.3} + - {high: 3.2, low: 2.8} + - {high: 0.6, low: 0.0} + - {high: 1.2, low: 0.6} + - {high: 1.8, low: 1.2} + - {high: 2.3, low: 1.8} + - {high: 2.8, low: 2.3} + - {high: 3.2, low: 2.8} + - {high: 0.6, low: 0.0} + - {high: 1.2, low: 0.6} + - {high: 1.8, low: 1.2} + - {high: 2.3, low: 1.8} + - {high: 2.8, low: 2.3} + - {high: 3.2, low: 2.8} + - {high: 0.6, low: 0.0} + - {high: 1.2, low: 0.6} + - {high: 1.8, low: 1.2} + - {high: 2.3, low: 1.8} + - {high: 2.8, low: 2.3} + - {high: 3.2, low: 2.8} + - {high: 0.6, low: 0.0} + - {high: 1.2, low: 0.6} + - {high: 1.8, low: 1.2} + - {high: 2.3, low: 1.8} + - {high: 2.8, low: 2.3} + - {high: 3.2, low: 2.8} + - {high: 0.6, low: 0.0} + - {high: 1.2, low: 0.6} + - {high: 1.8, low: 1.2} + - {high: 2.3, low: 1.8} + - {high: 2.8, low: 2.3} + - {high: 3.2, low: 2.8} +- header: {name: '$\Delta\phi(W,Z)$ [rad]'} + values: + - {high: 0.6, low: 0.0} + - {high: 0.6, low: 0.0} + - {high: 0.6, low: 0.0} + - {high: 0.6, low: 0.0} + - {high: 0.6, low: 0.0} + - {high: 0.6, low: 0.0} + - {high: 1.2, low: 0.6} + - {high: 1.2, low: 0.6} + - {high: 1.2, low: 0.6} + - {high: 1.2, low: 0.6} + - {high: 1.2, low: 0.6} + - {high: 1.2, low: 0.6} + - {high: 1.8, low: 1.2} + - {high: 1.8, low: 1.2} + - {high: 1.8, low: 1.2} + - {high: 1.8, low: 1.2} + - {high: 1.8, low: 1.2} + - {high: 1.8, low: 1.2} + - {high: 2.3, low: 1.8} + - {high: 2.3, low: 1.8} + - {high: 2.3, low: 1.8} + - {high: 2.3, low: 1.8} + - {high: 2.3, low: 1.8} + - {high: 2.3, low: 1.8} + - {high: 2.8, low: 2.3} + - {high: 2.8, low: 2.3} + - {high: 2.8, low: 2.3} + - {high: 2.8, low: 2.3} + - {high: 2.8, low: 2.3} + - {high: 2.8, low: 2.3} + - {high: 3.2, low: 2.8} + - {high: 3.2, low: 2.8} + - {high: 3.2, low: 2.8} + - {high: 3.2, low: 2.8} + - {high: 3.2, low: 2.8} + - {high: 3.2, low: 2.8} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data16.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data16.yaml new file mode 100644 index 0000000000..8d5e972ca9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data16.yaml @@ -0,0 +1,62 @@ +dependent_variables: +- header: {name: '$\Delta \sigma^{\mathrm{fid.}}_{W^{\pm}Z}$ [fb]'} + qualifiers: + - {name: ., value: Fiducial Cross Sections} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: 3.5%} + - {label: 'sys,uncor', symerror: 0.3%} + - {label: 'sys,unfold', symerror: 2.4%} + - {label: 'sys,Electrons', symerror: 1.1%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 1.4%} + - {label: 'sys,Red. Background', symerror: 6.9%} + - {label: 'sys,Irred. Background', symerror: 3.5%} + - {label: 'sys,Pileup', symerror: 2.1%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '19.50' + - errors: + - {label: stat, symerror: 2.7%} + - {label: 'sys,uncor', symerror: 0.2%} + - {label: 'sys,unfold', symerror: 3.4%} + - {label: 'sys,Electrons', symerror: 1.1%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 1.0%} + - {label: 'sys,Red. Background', symerror: 2.8%} + - {label: 'sys,Irred. Background', symerror: 1.7%} + - {label: 'sys,Pileup', symerror: 2.2%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '21.85' + - errors: + - {label: stat, symerror: 3.9%} + - {label: 'sys,uncor', symerror: 0.2%} + - {label: 'sys,unfold', symerror: 1.5%} + - {label: 'sys,Electrons', symerror: 1.4%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.8%} + - {label: 'sys,Red. Background', symerror: 1.2%} + - {label: 'sys,Irred. Background', symerror: 1.9%} + - {label: 'sys,Pileup', symerror: 1.2%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '17.26' + - errors: + - {label: stat, symerror: 7.2%} + - {label: 'sys,uncor', symerror: 0.5%} + - {label: 'sys,unfold', symerror: 0.3%} + - {label: 'sys,Electrons', symerror: 1.6%} + - {label: 'sys,Muons', symerror: 1.8%} + - {label: 'sys,Jets', symerror: 2.7%} + - {label: 'sys,Red. Background', symerror: 3.5%} + - {label: 'sys,Irred. Background', symerror: 6.3%} + - {label: 'sys,Pileup', symerror: 0.3%} + - {label: 'sys,lumi', symerror: 2.4%} + value: '5.15' +independent_variables: +- header: {name: '$p_{\mathrm{T}}^{\nu}$ [GeV]'} + values: + - {high: 30.0, low: 0.0} + - {high: 50.0, low: 30.0} + - {high: 90.0, low: 50.0} + - {high: 1000.0, low: 90.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data17.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data17.yaml new file mode 100644 index 0000000000..f5260084f7 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data17.yaml @@ -0,0 +1,76 @@ +dependent_variables: +- header: {name: ''} + qualifiers: + - {name: ., value: Correlation matrix} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.00' + - errors: [] + value: '0.73' + - errors: [] + value: '0.20' + - errors: [] + value: '0.30' + - errors: [] + value: '0.73' + - errors: [] + value: '1.00' + - errors: [] + value: '0.38' + - errors: [] + value: '0.28' + - errors: [] + value: '0.20' + - errors: [] + value: '0.38' + - errors: [] + value: '1.00' + - errors: [] + value: '0.40' + - errors: [] + value: '0.30' + - errors: [] + value: '0.28' + - errors: [] + value: '0.40' + - errors: [] + value: '1.00' +independent_variables: +- header: {name: '$p_{\mathrm{T}}^{\nu}$ [GeV]'} + values: + - {high: 30.0, low: 0.0} + - {high: 50.0, low: 30.0} + - {high: 90.0, low: 50.0} + - {high: 1000.0, low: 90.0} + - {high: 30.0, low: 0.0} + - {high: 50.0, low: 30.0} + - {high: 90.0, low: 50.0} + - {high: 1000.0, low: 90.0} + - {high: 30.0, low: 0.0} + - {high: 50.0, low: 30.0} + - {high: 90.0, low: 50.0} + - {high: 1000.0, low: 90.0} + - {high: 30.0, low: 0.0} + - {high: 50.0, low: 30.0} + - {high: 90.0, low: 50.0} + - {high: 1000.0, low: 90.0} +- header: {name: '$p_{\mathrm{T}}^{\nu}$ [GeV]'} + values: + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 50.0, low: 30.0} + - {high: 50.0, low: 30.0} + - {high: 50.0, low: 30.0} + - {high: 50.0, low: 30.0} + - {high: 90.0, low: 50.0} + - {high: 90.0, low: 50.0} + - {high: 90.0, low: 50.0} + - {high: 90.0, low: 50.0} + - {high: 1000.0, low: 90.0} + - {high: 1000.0, low: 90.0} + - {high: 1000.0, low: 90.0} + - {high: 1000.0, low: 90.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data18.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data18.yaml new file mode 100644 index 0000000000..22916c2699 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data18.yaml @@ -0,0 +1,75 @@ +dependent_variables: +- header: {name: '$\Delta \sigma^{\mathrm{fid.}}_{W^{\pm}Z}$ [fb]'} + qualifiers: + - {name: ., value: Fiducial Cross Sections} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: 4.1%} + - {label: 'sys,uncor', symerror: 0.4%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 1.3%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.2%} + - {label: 'sys,Red. Background', symerror: 4.6%} + - {label: 'sys,Irred. Background', symerror: 3.3%} + - {label: 'sys,Pileup', symerror: 1.7%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '11.37' + - errors: + - {label: stat, symerror: 4.2%} + - {label: 'sys,uncor', symerror: 0.5%} + - {label: 'sys,unfold', symerror: 0.2%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.4%} + - {label: 'sys,Red. Background', symerror: 4.9%} + - {label: 'sys,Irred. Background', symerror: 3.0%} + - {label: 'sys,Pileup', symerror: 1.6%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '10.88' + - errors: + - {label: stat, symerror: 3.2%} + - {label: 'sys,uncor', symerror: 0.3%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.3%} + - {label: 'sys,Red. Background', symerror: 3.2%} + - {label: 'sys,Irred. Background', symerror: 2.2%} + - {label: 'sys,Pileup', symerror: 1.6%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '17.09' + - errors: + - {label: stat, symerror: 3.2%} + - {label: 'sys,uncor', symerror: 0.3%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.2%} + - {label: 'sys,Red. Background', symerror: 2.9%} + - {label: 'sys,Irred. Background', symerror: 1.7%} + - {label: 'sys,Pileup', symerror: 2.1%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '15.62' + - errors: + - {label: stat, symerror: 4.4%} + - {label: 'sys,uncor', symerror: 0.5%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 0.3%} + - {label: 'sys,Red. Background', symerror: 3.4%} + - {label: 'sys,Irred. Background', symerror: 1.3%} + - {label: 'sys,Pileup', symerror: 1.3%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '8.84' +independent_variables: +- header: {name: '$|y_Z - y_{\ell, W}|$'} + values: + - {high: 0.4, low: 0.0} + - {high: 0.8, low: 0.4} + - {high: 1.4, low: 0.8} + - {high: 2.2, low: 1.4} + - {high: 5.0, low: 2.2} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data19.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data19.yaml new file mode 100644 index 0000000000..0f05bbd560 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data19.yaml @@ -0,0 +1,112 @@ +dependent_variables: +- header: {name: ''} + qualifiers: + - {name: ., value: Correlation matrix} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.00' + - errors: [] + value: '0.69' + - errors: [] + value: '0.68' + - errors: [] + value: '0.65' + - errors: [] + value: '0.56' + - errors: [] + value: '0.69' + - errors: [] + value: '1.00' + - errors: [] + value: '0.67' + - errors: [] + value: '0.64' + - errors: [] + value: '0.58' + - errors: [] + value: '0.68' + - errors: [] + value: '0.67' + - errors: [] + value: '1.00' + - errors: [] + value: '0.65' + - errors: [] + value: '0.58' + - errors: [] + value: '0.65' + - errors: [] + value: '0.64' + - errors: [] + value: '0.65' + - errors: [] + value: '1.00' + - errors: [] + value: '0.54' + - errors: [] + value: '0.56' + - errors: [] + value: '0.58' + - errors: [] + value: '0.58' + - errors: [] + value: '0.54' + - errors: [] + value: '1.00' +independent_variables: +- header: {name: '$|y_Z - y_{\ell, W}|$'} + values: + - {high: 0.4, low: 0.0} + - {high: 0.8, low: 0.4} + - {high: 1.4, low: 0.8} + - {high: 2.2, low: 1.4} + - {high: 5.0, low: 2.2} + - {high: 0.4, low: 0.0} + - {high: 0.8, low: 0.4} + - {high: 1.4, low: 0.8} + - {high: 2.2, low: 1.4} + - {high: 5.0, low: 2.2} + - {high: 0.4, low: 0.0} + - {high: 0.8, low: 0.4} + - {high: 1.4, low: 0.8} + - {high: 2.2, low: 1.4} + - {high: 5.0, low: 2.2} + - {high: 0.4, low: 0.0} + - {high: 0.8, low: 0.4} + - {high: 1.4, low: 0.8} + - {high: 2.2, low: 1.4} + - {high: 5.0, low: 2.2} + - {high: 0.4, low: 0.0} + - {high: 0.8, low: 0.4} + - {high: 1.4, low: 0.8} + - {high: 2.2, low: 1.4} + - {high: 5.0, low: 2.2} +- header: {name: '$|y_Z - y_{\ell, W}|$'} + values: + - {high: 0.4, low: 0.0} + - {high: 0.4, low: 0.0} + - {high: 0.4, low: 0.0} + - {high: 0.4, low: 0.0} + - {high: 0.4, low: 0.0} + - {high: 0.8, low: 0.4} + - {high: 0.8, low: 0.4} + - {high: 0.8, low: 0.4} + - {high: 0.8, low: 0.4} + - {high: 0.8, low: 0.4} + - {high: 1.4, low: 0.8} + - {high: 1.4, low: 0.8} + - {high: 1.4, low: 0.8} + - {high: 1.4, low: 0.8} + - {high: 1.4, low: 0.8} + - {high: 2.2, low: 1.4} + - {high: 2.2, low: 1.4} + - {high: 2.2, low: 1.4} + - {high: 2.2, low: 1.4} + - {high: 2.2, low: 1.4} + - {high: 5.0, low: 2.2} + - {high: 5.0, low: 2.2} + - {high: 5.0, low: 2.2} + - {high: 5.0, low: 2.2} + - {high: 5.0, low: 2.2} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data2.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data2.yaml new file mode 100644 index 0000000000..5a9eab7ee0 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data2.yaml @@ -0,0 +1,65 @@ +dependent_variables: +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $e^\pm e^+ e^-$ channel} + - {name: RE, value: P P --> W+ Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.9'} + - {label: sys, symerror: '2.2'} + - {label: 'sys,mod', symerror: '0.2'} + - {label: 'sys,lumi', symerror: '0.9'} + value: '40.8' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $\mu^\pm e^+ e^-$ channel} + - {name: RE, value: P P --> W+ Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.6'} + - {label: sys, symerror: '1.2'} + - {label: 'sys,mod', symerror: '0.2'} + - {label: 'sys,lumi', symerror: '0.8'} + value: '36.5' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $e^\pm \mu^+ \mu^-$ channel} + - {name: RE, value: P P --> W+ Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.5'} + - {label: sys, symerror: '1.8'} + - {label: 'sys,mod', symerror: '0.2'} + - {label: 'sys,lumi', symerror: '0.8'} + value: '36.7' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $\mu^\pm \mu^+ \mu^-$ channel} + - {name: RE, value: P P --> W+ Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.3'} + - {label: sys, symerror: '1.5'} + - {label: 'sys,mod', symerror: '0.2'} + - {label: 'sys,lumi', symerror: '0.8'} + value: '38.2' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: combined} + - {name: RE, value: P P --> W+ Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '0.8'} + - {label: sys, symerror: '1.3'} + - {label: 'sys,mod', symerror: '0.2'} + - {label: 'sys,lumi', symerror: '0.8'} + value: '37.9' +independent_variables: +- header: {name: '$\sqrt{s}$ [GeV]'} + values: + - {value: '13000.0'} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data20.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data20.yaml new file mode 100644 index 0000000000..ddd2f04ba4 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data20.yaml @@ -0,0 +1,88 @@ +dependent_variables: +- header: {name: '$\Delta \sigma^{\mathrm{fid.}}_{W^{\pm}Z}$ [fb]'} + qualifiers: + - {name: ., value: Fiducial Cross Sections} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: 2.5%} + - {label: 'sys,uncor', symerror: 0.2%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 1.1%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 5.7%} + - {label: 'sys,Red. Background', symerror: 2.1%} + - {label: 'sys,Irred. Background', symerror: 1.4%} + - {label: 'sys,Pileup', symerror: 3.0%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '31.02' + - errors: + - {label: stat, symerror: 3.9%} + - {label: 'sys,uncor', symerror: 0.3%} + - {label: 'sys,unfold', symerror: 0.2%} + - {label: 'sys,Electrons', symerror: 1.3%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 2.6%} + - {label: 'sys,Red. Background', symerror: 3.7%} + - {label: 'sys,Irred. Background', symerror: 2.2%} + - {label: 'sys,Pileup', symerror: 0.7%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '17.44' + - errors: + - {label: stat, symerror: 5.5%} + - {label: 'sys,uncor', symerror: 0.4%} + - {label: 'sys,unfold', symerror: 0.2%} + - {label: 'sys,Electrons', symerror: 1.3%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 5.8%} + - {label: 'sys,Red. Background', symerror: 6.0%} + - {label: 'sys,Irred. Background', symerror: 2.5%} + - {label: 'sys,Pileup', symerror: 0.2%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '8.75' + - errors: + - {label: stat, symerror: 9.1%} + - {label: 'sys,uncor', symerror: 0.6%} + - {label: 'sys,unfold', symerror: 3.5%} + - {label: 'sys,Electrons', symerror: 1.4%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 14.3%} + - {label: 'sys,Red. Background', symerror: 7.7%} + - {label: 'sys,Irred. Background', symerror: 8.1%} + - {label: 'sys,Pileup', symerror: 2.0%} + - {label: 'sys,lumi', symerror: 2.5%} + value: '3.56' + - errors: + - {label: stat, symerror: 17.6%} + - {label: 'sys,uncor', symerror: 1.3%} + - {label: 'sys,unfold', symerror: 10.1%} + - {label: 'sys,Electrons', symerror: 1.7%} + - {label: 'sys,Muons', symerror: 1.8%} + - {label: 'sys,Jets', symerror: 22.0%} + - {label: 'sys,Red. Background', symerror: 13.2%} + - {label: 'sys,Irred. Background', symerror: 32.6%} + - {label: 'sys,Pileup', symerror: 3.0%} + - {label: 'sys,lumi', symerror: 2.6%} + value: '0.97' + - errors: + - {label: stat, symerror: 39.8%} + - {label: 'sys,uncor', symerror: 3.2%} + - {label: 'sys,unfold', symerror: 2.4%} + - {label: 'sys,Electrons', symerror: 1.5%} + - {label: 'sys,Muons', symerror: 2.0%} + - {label: 'sys,Jets', symerror: 26.5%} + - {label: 'sys,Red. Background', symerror: 21.2%} + - {label: 'sys,Irred. Background', symerror: 81.9%} + - {label: 'sys,Pileup', symerror: 7.2%} + - {label: 'sys,lumi', symerror: 2.5%} + value: '0.42' +independent_variables: +- header: {name: '$N_{{\mathrm{jets}}}$ ($p_{\mathrm{T}}$>25 GeV)'} + values: + - {value: '0'} + - {value: '1'} + - {value: '2'} + - {value: '3'} + - {value: '4'} + - {high: 1000.0, low: 5.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data21.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data21.yaml new file mode 100644 index 0000000000..ebca8f77c2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data21.yaml @@ -0,0 +1,156 @@ +dependent_variables: +- header: {name: ''} + qualifiers: + - {name: ., value: Correlation matrix} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.00' + - errors: [] + value: '0.02' + - errors: [] + value: '-0.17' + - errors: [] + value: '-0.40' + - errors: [] + value: '-0.27' + - errors: [] + value: '-0.16' + - errors: [] + value: '0.02' + - errors: [] + value: '1.00' + - errors: [] + value: '0.60' + - errors: [] + value: '0.49' + - errors: [] + value: '0.35' + - errors: [] + value: '0.22' + - errors: [] + value: '-0.17' + - errors: [] + value: '0.60' + - errors: [] + value: '1.00' + - errors: [] + value: '0.69' + - errors: [] + value: '0.49' + - errors: [] + value: '0.34' + - errors: [] + value: '-0.40' + - errors: [] + value: '0.49' + - errors: [] + value: '0.69' + - errors: [] + value: '1.00' + - errors: [] + value: '0.77' + - errors: [] + value: '0.57' + - errors: [] + value: '-0.27' + - errors: [] + value: '0.35' + - errors: [] + value: '0.49' + - errors: [] + value: '0.77' + - errors: [] + value: '1.00' + - errors: [] + value: '0.85' + - errors: [] + value: '-0.16' + - errors: [] + value: '0.22' + - errors: [] + value: '0.34' + - errors: [] + value: '0.57' + - errors: [] + value: '0.85' + - errors: [] + value: '1.00' +independent_variables: +- header: {name: '$N_{{\mathrm{jets}}}$ ($p_{\mathrm{T}}$>25 GeV)'} + values: + - {high: 1.0, low: 0.0} + - {high: 2.0, low: 1.0} + - {high: 3.0, low: 2.0} + - {high: 4.0, low: 3.0} + - {high: 5.0, low: 4.0} + - {high: 1000.0, low: 5.0} + - {high: 1.0, low: 0.0} + - {high: 2.0, low: 1.0} + - {high: 3.0, low: 2.0} + - {high: 4.0, low: 3.0} + - {high: 5.0, low: 4.0} + - {high: 1000.0, low: 5.0} + - {high: 1.0, low: 0.0} + - {high: 2.0, low: 1.0} + - {high: 3.0, low: 2.0} + - {high: 4.0, low: 3.0} + - {high: 5.0, low: 4.0} + - {high: 1000.0, low: 5.0} + - {high: 1.0, low: 0.0} + - {high: 2.0, low: 1.0} + - {high: 3.0, low: 2.0} + - {high: 4.0, low: 3.0} + - {high: 5.0, low: 4.0} + - {high: 1000.0, low: 5.0} + - {high: 1.0, low: 0.0} + - {high: 2.0, low: 1.0} + - {high: 3.0, low: 2.0} + - {high: 4.0, low: 3.0} + - {high: 5.0, low: 4.0} + - {high: 1000.0, low: 5.0} + - {high: 1.0, low: 0.0} + - {high: 2.0, low: 1.0} + - {high: 3.0, low: 2.0} + - {high: 4.0, low: 3.0} + - {high: 5.0, low: 4.0} + - {high: 1000.0, low: 5.0} +- header: {name: '$N_{{\mathrm{jets}}}$ ($p_{\mathrm{T}}$>25 GeV)'} + values: + - {high: 1.0, low: 0.0} + - {high: 1.0, low: 0.0} + - {high: 1.0, low: 0.0} + - {high: 1.0, low: 0.0} + - {high: 1.0, low: 0.0} + - {high: 1.0, low: 0.0} + - {high: 2.0, low: 1.0} + - {high: 2.0, low: 1.0} + - {high: 2.0, low: 1.0} + - {high: 2.0, low: 1.0} + - {high: 2.0, low: 1.0} + - {high: 2.0, low: 1.0} + - {high: 3.0, low: 2.0} + - {high: 3.0, low: 2.0} + - {high: 3.0, low: 2.0} + - {high: 3.0, low: 2.0} + - {high: 3.0, low: 2.0} + - {high: 3.0, low: 2.0} + - {high: 4.0, low: 3.0} + - {high: 4.0, low: 3.0} + - {high: 4.0, low: 3.0} + - {high: 4.0, low: 3.0} + - {high: 4.0, low: 3.0} + - {high: 4.0, low: 3.0} + - {high: 5.0, low: 4.0} + - {high: 5.0, low: 4.0} + - {high: 5.0, low: 4.0} + - {high: 5.0, low: 4.0} + - {high: 5.0, low: 4.0} + - {high: 5.0, low: 4.0} + - {high: 1000.0, low: 5.0} + - {high: 1000.0, low: 5.0} + - {high: 1000.0, low: 5.0} + - {high: 1000.0, low: 5.0} + - {high: 1000.0, low: 5.0} + - {high: 1000.0, low: 5.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data22.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data22.yaml new file mode 100644 index 0000000000..edb93fe703 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data22.yaml @@ -0,0 +1,75 @@ +dependent_variables: +- header: {name: '$\Delta \sigma^{\mathrm{fid.}}_{W^{\pm}Z}$ [fb]'} + qualifiers: + - {name: ., value: Fiducial Cross Sections} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: 4.8%} + - {label: 'sys,uncor', symerror: 0.5%} + - {label: 'sys,unfold', symerror: 2.9%} + - {label: 'sys,Electrons', symerror: 1.3%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 3.1%} + - {label: 'sys,Red. Background', symerror: 6.4%} + - {label: 'sys,Irred. Background', symerror: 4.6%} + - {label: 'sys,Pileup', symerror: 1.8%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '7.80' + - errors: + - {label: stat, symerror: 10.6%} + - {label: 'sys,uncor', symerror: 0.8%} + - {label: 'sys,unfold', symerror: 2.7%} + - {label: 'sys,Electrons', symerror: 1.4%} + - {label: 'sys,Muons', symerror: 1.7%} + - {label: 'sys,Jets', symerror: 4.2%} + - {label: 'sys,Red. Background', symerror: 7.5%} + - {label: 'sys,Irred. Background', symerror: 7.4%} + - {label: 'sys,Pileup', symerror: 0.7%} + - {label: 'sys,lumi', symerror: 2.4%} + value: '2.60' + - errors: + - {label: stat, symerror: 10.6%} + - {label: 'sys,uncor', symerror: 0.9%} + - {label: 'sys,unfold', symerror: 5.5%} + - {label: 'sys,Electrons', symerror: 1.4%} + - {label: 'sys,Muons', symerror: 1.8%} + - {label: 'sys,Jets', symerror: 3.0%} + - {label: 'sys,Red. Background', symerror: 5.6%} + - {label: 'sys,Irred. Background', symerror: 6.6%} + - {label: 'sys,Pileup', symerror: 1.4%} + - {label: 'sys,lumi', symerror: 2.5%} + value: '2.19' + - errors: + - {label: stat, symerror: 18.1%} + - {label: 'sys,uncor', symerror: 1.5%} + - {label: 'sys,unfold', symerror: 1.1%} + - {label: 'sys,Electrons', symerror: 1.5%} + - {label: 'sys,Muons', symerror: 1.8%} + - {label: 'sys,Jets', symerror: 6.1%} + - {label: 'sys,Red. Background', symerror: 6.7%} + - {label: 'sys,Irred. Background', symerror: 7.8%} + - {label: 'sys,Pileup', symerror: 0.0%} + - {label: 'sys,lumi', symerror: 2.6%} + value: '0.87' + - errors: + - {label: stat, symerror: 13.8%} + - {label: 'sys,uncor', symerror: 1.1%} + - {label: 'sys,unfold', symerror: 6.4%} + - {label: 'sys,Electrons', symerror: 1.7%} + - {label: 'sys,Muons', symerror: 2.0%} + - {label: 'sys,Jets', symerror: 6.4%} + - {label: 'sys,Red. Background', symerror: 3.1%} + - {label: 'sys,Irred. Background', symerror: 3.5%} + - {label: 'sys,Pileup', symerror: 1.8%} + - {label: 'sys,lumi', symerror: 2.4%} + value: '1.03' +independent_variables: +- header: {name: '$m_{jj}$ [GeV] ($p_{\mathrm{T}}$>25 GeV)'} + values: + - {high: 180.0, low: 0.0} + - {high: 300.0, low: 180.0} + - {high: 500.0, low: 300.0} + - {high: 800.0, low: 500.0} + - {high: 1000.0, low: 800.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data23.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data23.yaml new file mode 100644 index 0000000000..1a7ff87b09 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data23.yaml @@ -0,0 +1,112 @@ +dependent_variables: +- header: {name: ''} + qualifiers: + - {name: ., value: Correlation matrix} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.00' + - errors: [] + value: '0.42' + - errors: [] + value: '0.42' + - errors: [] + value: '0.28' + - errors: [] + value: '0.13' + - errors: [] + value: '0.42' + - errors: [] + value: '1.00' + - errors: [] + value: '0.42' + - errors: [] + value: '0.38' + - errors: [] + value: '0.29' + - errors: [] + value: '0.42' + - errors: [] + value: '0.42' + - errors: [] + value: '1.00' + - errors: [] + value: '0.27' + - errors: [] + value: '0.29' + - errors: [] + value: '0.28' + - errors: [] + value: '0.38' + - errors: [] + value: '0.27' + - errors: [] + value: '1.00' + - errors: [] + value: '0.17' + - errors: [] + value: '0.13' + - errors: [] + value: '0.29' + - errors: [] + value: '0.29' + - errors: [] + value: '0.17' + - errors: [] + value: '1.00' +independent_variables: +- header: {name: '$m_{jj}$ [GeV] ($p_{\mathrm{T}}$>25 GeV)'} + values: + - {high: 180.0, low: 0.0} + - {high: 300.0, low: 180.0} + - {high: 500.0, low: 300.0} + - {high: 800.0, low: 500.0} + - {high: 1000.0, low: 800.0} + - {high: 180.0, low: 0.0} + - {high: 300.0, low: 180.0} + - {high: 500.0, low: 300.0} + - {high: 800.0, low: 500.0} + - {high: 1000.0, low: 800.0} + - {high: 180.0, low: 0.0} + - {high: 300.0, low: 180.0} + - {high: 500.0, low: 300.0} + - {high: 800.0, low: 500.0} + - {high: 1000.0, low: 800.0} + - {high: 180.0, low: 0.0} + - {high: 300.0, low: 180.0} + - {high: 500.0, low: 300.0} + - {high: 800.0, low: 500.0} + - {high: 1000.0, low: 800.0} + - {high: 180.0, low: 0.0} + - {high: 300.0, low: 180.0} + - {high: 500.0, low: 300.0} + - {high: 800.0, low: 500.0} + - {high: 1000.0, low: 800.0} +- header: {name: '$m_{jj}$ [GeV] ($p_{\mathrm{T}}$>25 GeV)'} + values: + - {high: 180.0, low: 0.0} + - {high: 180.0, low: 0.0} + - {high: 180.0, low: 0.0} + - {high: 180.0, low: 0.0} + - {high: 180.0, low: 0.0} + - {high: 300.0, low: 180.0} + - {high: 300.0, low: 180.0} + - {high: 300.0, low: 180.0} + - {high: 300.0, low: 180.0} + - {high: 300.0, low: 180.0} + - {high: 500.0, low: 300.0} + - {high: 500.0, low: 300.0} + - {high: 500.0, low: 300.0} + - {high: 500.0, low: 300.0} + - {high: 500.0, low: 300.0} + - {high: 800.0, low: 500.0} + - {high: 800.0, low: 500.0} + - {high: 800.0, low: 500.0} + - {high: 800.0, low: 500.0} + - {high: 800.0, low: 500.0} + - {high: 1000.0, low: 800.0} + - {high: 1000.0, low: 800.0} + - {high: 1000.0, low: 800.0} + - {high: 1000.0, low: 800.0} + - {high: 1000.0, low: 800.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data24.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data24.yaml new file mode 100644 index 0000000000..22c1bd7f7c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data24.yaml @@ -0,0 +1,58 @@ +dependent_variables: +- header: {name: Measured helicity fractions} + qualifiers: + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + - {name: ., value: $f_0$} + values: + - errors: + - {symerror: '0.08'} + value: '0.26' + - errors: + - {symerror: '0.09'} + value: '0.32' + - errors: + - {symerror: '0.06'} + value: '0.26' + - errors: + - {symerror: '0.05'} + value: '0.27' + - errors: + - {symerror: '0.06'} + value: '0.21' + - errors: + - {symerror: '0.04'} + value: '0.24' +- header: {name: Measured helicity fractions} + qualifiers: + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + - {name: ., value: $f_L-f_R$} + values: + - errors: + - {symerror: '0.04'} + value: '-0.02' + - errors: + - {symerror: '0.05'} + value: '-0.05' + - errors: + - {symerror: '0.033'} + value: '-0.024' + - errors: + - {symerror: '0.21'} + value: '-0.32' + - errors: + - {symerror: '0.25'} + value: '-0.46' + - errors: + - {symerror: '0.16'} + value: '-0.39' +independent_variables: +- header: {name: RE} + values: + - {value: $W^+$ in $W^+Z$} + - {value: $W^-$ in $W^-Z$} + - {value: '$W^{\pm}$ in $W^{\pm}Z$'} + - {value: $Z$ in $W^+Z$} + - {value: $Z$ in $W^-Z$} + - {value: '$Z$ in $W^{\pm}Z$'} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data3.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data3.yaml new file mode 100644 index 0000000000..565997a069 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data3.yaml @@ -0,0 +1,65 @@ +dependent_variables: +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $e^\pm e^+ e^-$ channel} + - {name: RE, value: P P --> W- Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.5'} + - {label: sys, symerror: '1.8'} + - {label: 'sys,mod', symerror: '0.1'} + - {label: 'sys,lumi', symerror: '0.5'} + value: '24.9' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $\mu^\pm e^+ e^-$ channel} + - {name: RE, value: P P --> W- Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.3'} + - {label: sys, symerror: '1.0'} + - {label: 'sys,mod', symerror: '0.1'} + - {label: 'sys,lumi', symerror: '0.5'} + value: '24.8' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $e^\pm \mu^+ \mu^-$ channel} + - {name: RE, value: P P --> W- Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.3'} + - {label: sys, symerror: '1.6'} + - {label: 'sys,mod', symerror: '0.1'} + - {label: 'sys,lumi', symerror: '0.6'} + value: '25.7' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: $\mu^\pm \mu^+ \mu^-$ channel} + - {name: RE, value: P P --> W- Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '1.2'} + - {label: sys, symerror: '1.2'} + - {label: 'sys,mod', symerror: '0.1'} + - {label: 'sys,lumi', symerror: '0.6'} + value: '27.1' +- header: {name: 'Fiducial cross section $\sigma^{\mathrm{fid.}}_{W^\pm Z}$ [fb]'} + qualifiers: + - {name: ., value: combined} + - {name: RE, value: P P --> W- Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '2.1'} + - {label: sys, symerror: '1.0'} + - {label: 'sys,mod', symerror: '0.1'} + - {label: 'sys,lumi', symerror: '0.6'} + value: '25.9' +independent_variables: +- header: {name: '$\sqrt{s}$ [GeV]'} + values: + - {value: '13000.0'} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data4.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data4.yaml new file mode 100644 index 0000000000..d5050080fb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data4.yaml @@ -0,0 +1,67 @@ +dependent_variables: +- header: {name: dressed to Born correction factors} + qualifiers: + - {name: ., value: $e^- e^+ e^-$ channel} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.038' + - errors: [] + value: '1.037' + - errors: [] + value: '1.037' +- header: {name: dressed to Born correction factors} + qualifiers: + - {name: ., value: $\mu^- e^+ e^-$ channel} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.041' + - errors: [] + value: '1.044' + - errors: [] + value: '1.042' +- header: {name: dressed to Born correction factors} + qualifiers: + - {name: ., value: $e^- \mu^+ \mu^-$ channel} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.043' + - errors: [] + value: '1.041' + - errors: [] + value: '1.042' +- header: {name: dressed to Born correction factors} + qualifiers: + - {name: ., value: $\mu^- \mu^+ \mu^-$ channel} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.038' + - errors: [] + value: '1.036' + - errors: [] + value: '1.037' +- header: {name: dressed to Born correction factors} + qualifiers: + - {name: ., value: All channels} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.041' + - errors: [] + value: '1.042' + - errors: [] + value: '1.041' +independent_variables: +- header: {name: RE} + values: + - {value: '$C_{W^-Z}^{\textrm{dressed}}/C_{W^-Z}^{\textrm{Born}}$'} + - {value: '$C_{W^{+}Z}^{\textrm{dressed}}/C_{W^{+}Z}^{\textrm{Born}}$'} + - {value: '$C_{W^\pm Z}^{\textrm{dressed}}/C_{W^\pm Z}^{\textrm{Born}}$'} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data5.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data5.yaml new file mode 100644 index 0000000000..e3da8bd69f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data5.yaml @@ -0,0 +1,16 @@ +dependent_variables: +- header: {name: 'Fiducial cross section ratio $\sigma^{\mathrm{fid.}}_{W^{+} Z} / + \sigma^{\mathrm{fid.}}_{W^{-} Z}$'} + qualifiers: + - {name: ., value: Fiducial phase space} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '0.05'} + - {label: sys, symerror: '0.02'} + value: '1.47' +independent_variables: +- header: {name: '$\sqrt{s}$ [GeV]'} + values: + - {value: '13000.0'} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data6.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data6.yaml new file mode 100644 index 0000000000..552c9cc8ae --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data6.yaml @@ -0,0 +1,18 @@ +dependent_variables: +- header: {name: 'Total cross section $\sigma^{\mathrm{total}}_{W^\pm Z}$ [pb]'} + qualifiers: + - {name: ., value: Total phase space} + - {name: M(Z0), value: 66 TO 116 GEV} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: '0.8'} + - {label: sys, symerror: '1.8'} + - {label: 'sys,theory', symerror: '0.9'} + - {label: 'sys,lumi', symerror: '1.1'} + value: '51.0' +independent_variables: +- header: {name: '$\sqrt{s}$ [GeV]'} + values: + - {value: '13000.0'} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data7.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data7.yaml new file mode 100644 index 0000000000..b90976b1c7 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data7.yaml @@ -0,0 +1,13 @@ +dependent_variables: +- header: {name: dressed to Born correction factor} + qualifiers: + - {name: ., value: Total phase space} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '0.972' +independent_variables: +- header: {name: ''} + values: + - {value: '$A_{W Z}^{\textrm{dressed}}/A_{WZ}^{\textrm{Born}}$'} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data8.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data8.yaml new file mode 100644 index 0000000000..bd0e8b774e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data8.yaml @@ -0,0 +1,101 @@ +dependent_variables: +- header: {name: '$\Delta \sigma^{\mathrm{fid.}}_{W^{\pm}Z}$ [fb]'} + qualifiers: + - {name: ., value: Fiducial Cross Sections} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: + - {label: stat, symerror: 3.4%} + - {label: 'sys,uncor', symerror: 0.3%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 0.9%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.3%} + - {label: 'sys,Red. Background', symerror: 2.9%} + - {label: 'sys,Irred. Background', symerror: 1.8%} + - {label: 'sys,Pileup', symerror: 2.1%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '15.02' + - errors: + - {label: stat, symerror: 3.1%} + - {label: 'sys,uncor', symerror: 0.3%} + - {label: 'sys,unfold', symerror: 0.0%} + - {label: 'sys,Electrons', symerror: 1.2%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.3%} + - {label: 'sys,Red. Background', symerror: 4.3%} + - {label: 'sys,Irred. Background', symerror: 2.1%} + - {label: 'sys,Pileup', symerror: 1.9%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '19.77' + - errors: + - {label: stat, symerror: 3.9%} + - {label: 'sys,uncor', symerror: 0.4%} + - {label: 'sys,unfold', symerror: 0.0%} + - {label: 'sys,Electrons', symerror: 1.3%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.2%} + - {label: 'sys,Red. Background', symerror: 4.3%} + - {label: 'sys,Irred. Background', symerror: 2.2%} + - {label: 'sys,Pileup', symerror: 1.7%} + - {label: 'sys,lumi', symerror: 2.2%} + value: '12.74' + - errors: + - {label: stat, symerror: 5.9%} + - {label: 'sys,uncor', symerror: 0.5%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 1.4%} + - {label: 'sys,Muons', symerror: 1.6%} + - {label: 'sys,Jets', symerror: 0.4%} + - {label: 'sys,Red. Background', symerror: 4.1%} + - {label: 'sys,Irred. Background', symerror: 2.8%} + - {label: 'sys,Pileup', symerror: 1.0%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '6.34' + - errors: + - {label: stat, symerror: 7.6%} + - {label: 'sys,uncor', symerror: 0.6%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 1.4%} + - {label: 'sys,Muons', symerror: 1.9%} + - {label: 'sys,Jets', symerror: 0.3%} + - {label: 'sys,Red. Background', symerror: 3.6%} + - {label: 'sys,Irred. Background', symerror: 3.3%} + - {label: 'sys,Pileup', symerror: 1.5%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '3.63' + - errors: + - {label: stat, symerror: 6.9%} + - {label: 'sys,uncor', symerror: 0.5%} + - {label: 'sys,unfold', symerror: 0.2%} + - {label: 'sys,Electrons', symerror: 1.5%} + - {label: 'sys,Muons', symerror: 1.9%} + - {label: 'sys,Jets', symerror: 0.3%} + - {label: 'sys,Red. Background', symerror: 2.1%} + - {label: 'sys,Irred. Background', symerror: 4.1%} + - {label: 'sys,Pileup', symerror: 1.5%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '4.08' + - errors: + - {label: stat, symerror: 9.2%} + - {label: 'sys,uncor', symerror: 0.9%} + - {label: 'sys,unfold', symerror: 0.1%} + - {label: 'sys,Electrons', symerror: 2.2%} + - {label: 'sys,Muons', symerror: 2.5%} + - {label: 'sys,Jets', symerror: 0.7%} + - {label: 'sys,Red. Background', symerror: 2.6%} + - {label: 'sys,Irred. Background', symerror: 7.0%} + - {label: 'sys,Pileup', symerror: 1.3%} + - {label: 'sys,lumi', symerror: 2.3%} + value: '2.26' +independent_variables: +- header: {name: '$p_{\mathrm{T}}^Z$ [GeV]'} + values: + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 90.0, low: 60.0} + - {high: 120.0, low: 90.0} + - {high: 150.0, low: 120.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data9.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data9.yaml new file mode 100644 index 0000000000..dd7c61efb5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/data9.yaml @@ -0,0 +1,208 @@ +dependent_variables: +- header: {name: ''} + qualifiers: + - {name: ., value: Correlation matrix} + - {name: RE, value: P P --> (W+ + W-) Z0 X} + - {name: SQRT(S), units: GEV, value: '13000.0'} + values: + - errors: [] + value: '1.00' + - errors: [] + value: '0.66' + - errors: [] + value: '0.62' + - errors: [] + value: '0.48' + - errors: [] + value: '0.42' + - errors: [] + value: '0.34' + - errors: [] + value: '0.29' + - errors: [] + value: '0.66' + - errors: [] + value: '1.00' + - errors: [] + value: '0.68' + - errors: [] + value: '0.58' + - errors: [] + value: '0.46' + - errors: [] + value: '0.40' + - errors: [] + value: '0.34' + - errors: [] + value: '0.62' + - errors: [] + value: '0.68' + - errors: [] + value: '1.00' + - errors: [] + value: '0.52' + - errors: [] + value: '0.45' + - errors: [] + value: '0.39' + - errors: [] + value: '0.35' + - errors: [] + value: '0.48' + - errors: [] + value: '0.58' + - errors: [] + value: '0.52' + - errors: [] + value: '1.00' + - errors: [] + value: '0.34' + - errors: [] + value: '0.38' + - errors: [] + value: '0.35' + - errors: [] + value: '0.42' + - errors: [] + value: '0.46' + - errors: [] + value: '0.45' + - errors: [] + value: '0.34' + - errors: [] + value: '1.00' + - errors: [] + value: '0.28' + - errors: [] + value: '0.34' + - errors: [] + value: '0.34' + - errors: [] + value: '0.40' + - errors: [] + value: '0.39' + - errors: [] + value: '0.38' + - errors: [] + value: '0.28' + - errors: [] + value: '1.00' + - errors: [] + value: '0.37' + - errors: [] + value: '0.29' + - errors: [] + value: '0.34' + - errors: [] + value: '0.35' + - errors: [] + value: '0.35' + - errors: [] + value: '0.34' + - errors: [] + value: '0.37' + - errors: [] + value: '1.00' +independent_variables: +- header: {name: '$p_{\mathrm{T}}^Z$ [GeV]'} + values: + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 90.0, low: 60.0} + - {high: 120.0, low: 90.0} + - {high: 150.0, low: 120.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 90.0, low: 60.0} + - {high: 120.0, low: 90.0} + - {high: 150.0, low: 120.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 90.0, low: 60.0} + - 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{high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 30.0, low: 0.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 60.0, low: 30.0} + - {high: 90.0, low: 60.0} + - {high: 90.0, low: 60.0} + - {high: 90.0, low: 60.0} + - {high: 90.0, low: 60.0} + - {high: 90.0, low: 60.0} + - {high: 90.0, low: 60.0} + - {high: 90.0, low: 60.0} + - {high: 120.0, low: 90.0} + - {high: 120.0, low: 90.0} + - {high: 120.0, low: 90.0} + - {high: 120.0, low: 90.0} + - {high: 120.0, low: 90.0} + - {high: 120.0, low: 90.0} + - {high: 120.0, low: 90.0} + - {high: 150.0, low: 120.0} + - {high: 150.0, low: 120.0} + - {high: 150.0, low: 120.0} + - {high: 150.0, low: 120.0} + - {high: 150.0, low: 120.0} + - {high: 150.0, low: 120.0} + - {high: 150.0, low: 120.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 220.0, low: 150.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} + - {high: 1000.0, low: 220.0} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/submission.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/submission.yaml new file mode 100644 index 0000000000..ca3bbb079d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP_13TEV_WZ_DIF/rawdata/submission.yaml @@ -0,0 +1,531 @@ +additional_resources: +- {description: web page with auxiliary material, location: 'https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/STDM-2018-03'} +comment: "CERN-LHC. This paper presents measurements of $W^{\\pm}Z$ production in + $pp$ collisions at a center-of-mass energy of $13$ TeV. The data were collected + in 2015 and 2016 by the ATLAS experiment at the Large Hadron Collider, and correspond + to an integrated luminosity of 36.1 fb$^{-1}$. The $W^{\\pm}Z$ candidate events + are reconstructed using leptonic decay modes into electrons and muons of the gauge + bosons. The measured inclusive cross section in the detector fiducial region for + leptonic decay modes is\n$\\sigma_{W^\\pm Z \\rightarrow \\ell^{'} \\nu \\ell \\ell}^{\\textrm{fid.}} + = 63.7 \\, \\pm~1.0~\\textrm{(stat.)} \\, \\pm~2.3~\\textrm{(sys.)} \\, \\pm~0.3~\\textrm{(mod.)} + \\, \\pm~1.5~\\textrm{(lumi.)}$ fb, in agreement with the next-to-next-to-leading-order + Standard Model prediction of $61.5^{+1.4}_{-1.3}$ fb. Cross sections for $W^+Z$ + and $W^-Z$ production and their ratio are presented as well as differential cross + sections for several kinematic observables. An analysis of angular distributions + of lepton decays of $W$ and $Z$ bosons is performed and integrated helicity fractions + in the detector fiducial region are measured for each of the $W$ and $Z$ bosons. + The longitudinal polarisation of pair-produced vector bosons is measured for the + first time in $pp$ collisions.\n\nThe cross sections are measured in a fiducial + phase space reflecting the detector acceptance, defined by:\n- $p_{\\mathrm{T}}$ + of electrons and muons from Z0 decays > 15 GeV\n- $p_{\\mathrm{T}}$ of electrons + and muons from the $W^{\\pm}$ decays > 20 GeV\n- $|\\eta|$ of muons and electrons + < 2.5\n- Leptons from the Z0 boson are separated by $\\Delta R(\\ell,\\ell) > 0.2$ + from each other\n- Leptons from the Z0 and W bosons are separated by $\\Delta R(\\ell,\\ell) + > 0.3$ from each other\n- |dilepton mass - Z0 mass| < 10 GeV\n- $m_{\\mathrm{T}}$ + of $W^{\\pm}$ > 30 GeV.\n\n\nAt particle level, the kinematics of final-state prompt + electrons and muons is computed including the contributions from \nfinal-state radiated + photons within a distance in the ($\\eta,\\phi$) plane of \n$\\Delta R = \\sqrt{(\\Delta\\eta)^2 + + (\\Delta\\phi)^2} = 0.1$ around the direction of the charged lepton. \nThese dressed + leptons and the final-state neutrinos that do not originate from hadron or $\\tau$ + decays are \nassociated with the $W$ and $Z$ boson decay products with an algorithmic + approach, called ``resonant shape''. \nThis algorithm is based on the value of + an estimator expressing the product of the nominal line shapes of \nthe $W$ and + $Z$ resonances\n\n $P = \\left| \\frac{1}{ m^2_{(\\ell^+,\\ell^-)} - \\left(m_Z^{\\textrm{PDG}}\\right)^2 + + i \\; \\Gamma_Z^{\\textrm{PDG}} \\; m_Z^{\\textrm{PDG}} } \\right|^2 \\times + \\; \\left| \\frac {1} { m^2_{(\\ell',\\nu_{\\ell'})} - \\left(m_W^{\\textrm{PDG}}\\right)^2 + + i \\; \\Gamma_W^{\\textrm{PDG}} \\; m_W^{\\textrm{PDG}} } \\right|^2$\n\nwhere + $m_Z^{\\textrm{PDG}}$ ($m_W^{\\textrm{PDG}}$) and $\\Gamma_Z^{\\textrm{PDG}}$ ($\\Gamma_W^{\\textrm{PDG}}$) + are the \nworld average mass and total width of the $Z$ ($W$) boson, respectively, + as reported by the Particle Data Group. \nThe input to the estimator is the invariant + mass $m$ of all possible pairs ($\\ell^+,\\ell^-$) and\n($\\ell',\\nu_{\\ell'}$) + satisfying the fiducial selection requirements. \nThe final choice of which leptons + are assigned to the $W$ or $Z$ bosons corresponds to the configuration \nexhibiting + the highest value of the estimator." +hepdata_doi: 10.17182/hepdata.83701.v1 +record_ids: +- {id: 1720438, type: inspire} +- {id: 2658356, type: cds} +--- +additional_resources: [] +data_file: data1.yaml +data_license: {description: null, name: null, url: null} +description: "The measured $W^{\\pm}Z$ fiducial cross section in the four channels + and their combination. \nThe first systematic uncertainty is the combined systematic + uncertainty excluding luminosity uncertainty, the second is the modelling uncertainty, + the third is luminosity uncertainty." +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [SIG] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Table 4 of the paper +name: Table 1 +table_doi: 10.17182/hepdata.83701.v1/t1 +--- +additional_resources: [] +data_file: data2.yaml +data_license: {description: null, name: null, url: null} +description: "The measured $W^{+}Z$ fiducial cross section in the four channels and + their combination. \nThe first systematic uncertainty is the combined systematic + uncertainty excluding luminosity uncertainty, the second is the modelling uncertainty, + the third is luminosity uncertainty." +keywords: +- name: reactions + values: [P P --> W+ Z0 X] +- name: observables + values: [SIG] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Table 4 of the paper +name: Table 2 +table_doi: 10.17182/hepdata.83701.v1/t2 +--- +additional_resources: [] +data_file: data3.yaml +data_license: {description: null, name: null, url: null} +description: "The measured $W^{-}Z$ fiducial cross section in the four channels and + their combination. \nThe first systematic uncertainty is the combined systematic + uncertainty excluding luminosity uncertainty, the second is the modelling uncertainty, + the third is luminosity uncertainty." +keywords: +- name: reactions + values: [P P --> W- Z0 X] +- name: observables + values: [SIG] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Table 4 of the paper +name: Table 3 +table_doi: 10.17182/hepdata.83701.v1/t3 +--- +additional_resources: [] +data_file: data4.yaml +data_license: {description: null, name: null, url: null} +description: The measured fiducial cross sections are corrected to the dressed level. + The ratio of $C_{WZ}^{\textrm{dressed}}/C_{WZ}^{\textrm{Born}}$ factors presented + in this table can be used to correct fiducial integrated cross sections from dressed + to Born level. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxilliary table 1 +name: Table 4 +table_doi: 10.17182/hepdata.83701.v1/t4 +--- +additional_resources: [] +data_file: data5.yaml +data_license: {description: null, name: null, url: null} +description: Ratio of fiducial cross sections measured for $W^{+} Z$ and $W^{-} Z$ + production. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [SIG] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Page 16 of the paper +name: Table 5 +table_doi: 10.17182/hepdata.83701.v1/t5 +--- +additional_resources: [] +data_file: data6.yaml +data_license: {description: null, name: null, url: null} +description: |- + Cross section extrapolated to total phase space and all W and Z boson decays. + The first systematic uncertainty is the combined systematic uncertainty excluding theory and luminosity uncertainties, + the second is the theory uncertainty and the third is the luminosity uncertainty. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [SIG] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Page 16 of the paper +name: Table 6 +table_doi: 10.17182/hepdata.83701.v1/t6 +--- +additional_resources: [] +data_file: data7.yaml +data_license: {description: null, name: null, url: null} +description: The total cross section is measured at dressed level and can also be + corrected to Born level use this acceptance correction factor. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [SIG] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxillary material +name: Table 7 +table_doi: 10.17182/hepdata.83701.v1/t7 +--- +additional_resources: +- {description: Figure 4a, location: fig_04a.png} +- {description: Thumbnail for Figure 4a, location: thumb_fig_04a.png} +data_file: data8.yaml +data_license: {description: null, name: null, url: null} +description: "Measured fiducial cross section for a single leptonic decay channel + $\\ell'^\\pm \\nu \\ell^+ \\ell'^-$ of the $W\nThe relative uncertainties are reported + as percentages. \nThe systematic uncertainties are in order of appearance: total + uncorrelated systematic and correlated systematics related respectively to \nunfolding, + electrons, muons, jets, reducible and irreducible backgrounds and pileup. \nthe + last bin is a cross section for all events above the lower end of the bin." +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DPTZ] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Figure 4 of the paper, Auxiliary Table 6 +name: Table 8 +table_doi: 10.17182/hepdata.83701.v1/t8 + +--- +additional_resources: [] +data_file: data9.yaml +data_license: {description: null, name: null, url: null} +description: Correlation matrix for the unfolded cross section. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DPTZ] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxiliary Table 7 +name: Table 9 +table_doi: 10.17182/hepdata.83701.v1/t9 +--- +additional_resources: +- {description: Figure 4b, location: fig_04b.png} +- {description: Thumbnail for Figure 4b, location: thumb_fig_04b.png} +data_file: data10.yaml +data_license: {description: null, name: null, url: null} +description: "Measured fiducial cross section for a single leptonic decay channel + $\\ell'^\\pm \\nu \\ell^+ \\ell'^-$ of the $W\nThe relative uncertainties are reported + as percentages. \nThe systematic uncertainties are in order of appearance: total + uncorrelated systematic and correlated systematics related respectively to \nunfolding, + electrons, muons, jets, reducible and irreducible backgrounds and pileup. \nthe + last bin is a cross section for all events above the lower end of the bin." +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DPTW] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Figure 4 of the paper, Auxiliary Table 2 +name: Table 10 +table_doi: 10.17182/hepdata.83701.v1/t10 +--- +additional_resources: [] +data_file: data11.yaml +data_license: {description: null, name: null, url: null} +description: Correlation matrix for the unfolded cross section. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DPTW] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxiliary Table 3 +name: Table 11 +table_doi: 10.17182/hepdata.83701.v1/t11 +--- +additional_resources: +- {description: Figure 4c, location: fig_04c.png} +- {description: Thumbnail for Figure 4c, location: thumb_fig_04c.png} +data_file: data12.yaml +data_license: {description: null, name: null, url: null} +description: "Measured fiducial cross section for a single leptonic decay channel + $\\ell'^\\pm \\nu \\ell^+ \\ell'^-$ of the $W\nThe relative uncertainties are reported + as percentages. \nThe systematic uncertainties are in order of appearance: total + uncorrelated systematic and correlated systematics related respectively to \nunfolding, + electrons, muons, jets, reducible and irreducible backgrounds and pileup. \nthe + last bin is a cross section for all events above the lower end of the bin." +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DMTWZ] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Figure 4 of the paper, Auxiliary Table 4 +name: Table 12 +table_doi: 10.17182/hepdata.83701.v1/t12 +--- +additional_resources: [] +data_file: data13.yaml +data_license: {description: null, name: null, url: null} +description: Correlation matrix for the unfolded cross section. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DMTWZ] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxiliary Table 5 +name: Table 13 +table_doi: 10.17182/hepdata.83701.v1/t13 +--- +additional_resources: +- {description: Figure 4d, location: fig_04d.png} +- {description: Thumbnail for Figure 4d, location: thumb_fig_04d.png} +data_file: data14.yaml +data_license: {description: null, name: null, url: null} +description: "Measured fiducial cross section for a single leptonic decay channel + $\\ell'^\\pm \\nu \\ell^+ \\ell'^-$ of the $W\nThe relative uncertainties are reported + as percentages. \nThe systematic uncertainties are in order of appearance: total + uncorrelated systematic and correlated systematics related respectively to \nunfolding, + electrons, muons, jets, reducible and irreducible backgrounds and pileup. \nthe + last bin is a cross section for all events above the lower end of the bin." +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DELTAPHIWZ] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Figure 4 of the paper, Auxiliary Table 10 +name: Table 14 +table_doi: 10.17182/hepdata.83701.v1/t14 +--- +additional_resources: [] +data_file: data15.yaml +data_license: {description: null, name: null, url: null} +description: Correlation matrix for the unfolded cross section. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DELTAPHIWZ] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxiliary Table 11 +name: Table 15 +table_doi: 10.17182/hepdata.83701.v1/t15 +--- +additional_resources: +- {description: Figure 5a, location: fig_05a.png} +- {description: Thumbnail for Figure 5a, location: thumb_fig_05a.png} +data_file: data16.yaml +data_license: {description: null, name: null, url: null} +description: "Measured fiducial cross section for a single leptonic decay channel + $\\ell'^\\pm \\nu \\ell^+ \\ell'^-$ of the $W\nThe relative uncertainties are reported + as percentages. \nThe systematic uncertainties are in order of appearance: total + uncorrelated systematic and correlated systematics related respectively to \nunfolding, + electrons, muons, jets, reducible and irreducible backgrounds and pileup. \nthe + last bin is a cross section for all events above the lower end of the bin." +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DPTNEUTRINO] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Figure 5 of the paper, Auxiliary Table 8 +name: Table 16 +table_doi: 10.17182/hepdata.83701.v1/t16 +--- +additional_resources: [] +data_file: data17.yaml +data_license: {description: null, name: null, url: null} +description: Correlation matrix for the unfolded cross section. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DPTNEUTRINO] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxiliary Table 9 +name: Table 17 +table_doi: 10.17182/hepdata.83701.v1/t17 +--- +additional_resources: +- {description: Figure 5b, location: fig_05b.png} +- {description: Thumbnail for Figure 5b, location: thumb_fig_05b.png} +data_file: data18.yaml +data_license: {description: null, name: null, url: null} +description: "Measured fiducial cross section for a single leptonic decay channel + $\\ell'^\\pm \\nu \\ell^+ \\ell'^-$ of the $W\nThe relative uncertainties are reported + as percentages. \nThe systematic uncertainties are in order of appearance: total + uncorrelated systematic and correlated systematics related respectively to \nunfolding, + electrons, muons, jets, reducible and irreducible backgrounds and pileup. \nthe + last bin is a cross section for all events above the lower end of the bin." +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG//DELTAYZYWLEPTON] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Figure 5 of the paper, Auxiliary Table 12 +name: Table 18 +table_doi: 10.17182/hepdata.83701.v1/t18 +--- +additional_resources: [] +data_file: data19.yaml +data_license: {description: null, name: null, url: null} +description: Correlation matrix for the unfolded cross section. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG//DELTAYZYWLEPTON] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxiliary Table 13 +name: Table 19 +table_doi: 10.17182/hepdata.83701.v1/t19 +--- +additional_resources: +- {description: Figure 6a, location: fig_06a.png} +- {description: Thumbnail for Figure 6a, location: thumb_fig_06a.png} +data_file: data20.yaml +data_license: {description: null, name: null, url: null} +description: "Measured fiducial cross section for a single leptonic decay channel + $\\ell'^\\pm \\nu \\ell^+ \\ell'^-$ of the $W\nThe relative uncertainties are reported + as percentages. \nThe systematic uncertainties are in order of appearance: total + uncorrelated systematic and correlated systematics related respectively to \nunfolding, + electrons, muons, jets, reducible and irreducible backgrounds and pileup. \nthe + last bin is a cross section for all events above the lower end of the bin." +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DNJETS] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Figure 6 of the paper, Auxiliary Table 14 +name: Table 20 +table_doi: 10.17182/hepdata.83701.v1/t20 +--- +additional_resources: [] +data_file: data21.yaml +data_license: {description: null, name: null, url: null} +description: Correlation matrix for the unfolded cross section. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DNJETS] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxiliary Table 15 +name: Table 21 +table_doi: 10.17182/hepdata.83701.v1/t21 +--- +additional_resources: +- {description: Figure 6b, location: fig_06b.png} +- {description: Thumbnail for Figure 6b, location: thumb_fig_06b.png} +data_file: data22.yaml +data_license: {description: null, name: null, url: null} +description: "Measured fiducial cross section for a single leptonic decay channel + $\\ell'^\\pm \\nu \\ell^+ \\ell'^-$ of the $W\nThe relative uncertainties are reported + as percentages. \nThe systematic uncertainties are in order of appearance: total + uncorrelated systematic and correlated systematics related respectively to \nunfolding, + electrons, muons, jets, reducible and irreducible backgrounds and pileup. \nthe + last bin is a cross section for all events above the lower end of the bin." +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DMJJ] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Figure 6 of the paper, Auxiliary Table 16 +name: Table 22 +table_doi: 10.17182/hepdata.83701.v1/t22 +--- +additional_resources: [] +data_file: data23.yaml +data_license: {description: null, name: null, url: null} +description: Correlation matrix for the unfolded cross section. +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [DSIG/DMJJ] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Auxiliary Table 17 +name: Table 23 +table_doi: 10.17182/hepdata.83701.v1/t23 +--- +additional_resources: [] +data_file: data24.yaml +data_license: {description: null, name: null, url: null} +description: '5: Measured helicity fractions in the fiducial phase space with Born + level leptons, for $W^-$, $W^+Z$ and $W^{\pm}Z$ events. The total uncertainties + on the measurements are reported.' +keywords: +- name: reactions + values: [P P --> (W+ + W-) Z0 X] +- name: observables + values: [] +- name: phrases + values: [] +- name: cmenergies + values: [13000.0] +location: Data from Table 5 of the paper +name: Table 24 +table_doi: 10.17182/hepdata.83701.v1/t24 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/filter.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/metadata.yaml new file mode 100644 index 0000000000..e69de29bb2 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/submission.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/submission.yaml new file mode 100644 index 0000000000..a4df86842d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/submission.yaml @@ -0,0 +1,104 @@ +--- +abstract: +- {description: 'YES', location: 'HTTP://YES'} +- {description: 'Maybe', location: 'http://Yes1'} +comment: A search for direct top squark pair production resulting in events with either a same-flavour opposite-sign dilepton pair with invariant mass compatible with a $Z$ boson or a pair of jets compatible with a Standard Model (SM) Higgs boson ($h$) is presented. Requirements on additional leptons, jets, jets identified as originating from b-quarks, and missing transverse momentum are imposed to target the other decay products of the top squark pair. The analysis is performed using proton-proton collision data at sqrt{s} = 13 TeV collected with the ATLAS detector at the LHC in 2015-2016, corresponding to an integrated luminosity of 36.1 fb$^{−1}$. No excess is observed in the data with respect to the expected SM predictions. The results are interpreted in two sets of models. In the first set, direct production of pairs of lighter top squarks ($\tilde{t}_1$) with long decay chains involving $Z$ or Higgs bosons is considered. The second set includes direct pair production of the heavier top squark pairs ($\tilde{t}_2$) decaying via $\tilde{t}_2 \rightarrow Z \tilde{t}_1$ or $\tilde{t}_2 \rightarrow h \tilde{t}_1$. The results exclude at 95% confidence level $\tilde{t}_2$ and $\tilde{t}_1$ masses up to about 800 GeV, extending the exclusion region of supersymmetric parameter space covered by previous LHC searches. +--- +data_file: table_7.txt +description: 'Differential cross section in bins of pT(Z). Values are expressed as a fraction of the total cross section. The eee and eem final states are shown.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_7.txt" +--- +data_file: table_14.txt +description: 'Expected and observed one-dimensional confidence intervals (CI) at 95% confidence level for each of the considered EFT parameters, accounting only for the interference term between the SM amplitude and the BSM one. The one-dimensional intervals for each parameter are computed fixing the other two parameters to zero, the SM value.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_14.txt" +--- +data_file: table_13.txt +description: 'Expected and observed one-dimensional confidence intervals (CI) at 95% confidence level for each of the considered EFT parameters. Both the square matrix of the dimension-6 contribution and the interference term between the SM amplitude and the BSM one are accounted for. The one-dimensional intervals for each parameter are computed fixing the other two parametes to zero, the SM value.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_13.txt" +--- +data_file: table_9.txt +description: 'Differential cross section in bins of pT(Z). Values are expressed as a fraction of the total cross section. The inclusive final state is shown.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_9.txt" +--- +data_file: table_8.txt +description: 'Differential cross section in bins of pT(Z). Values are expressed as a fraction of the total cross section. The emm and mmm final states are shown.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_8.txt" +--- +data_file: table_12.txt +description: 'Differential cross section in bins of mass of the WZ system. Values are expressed as a fraction of the total cross section.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_12.txt" +--- +data_file: table_6.txt +description: 'Measured WZ production cross sections computed separately in each of the flavour categories.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_6.txt" +--- +data_file: table_5.txt +description: 'Measured fiducial cross sections and their corresponding uncertainties for each of the individual flavour categories, as well as for the combination of the four. The combined value is the result of a symultaneous fit to the four categories, therefore both the central value and its total uncertaintydiffer from the sum of the central values and the quadratic sum of the uncertainties respectively, because of correlations among sources of uncertainty in the categorized values.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_5.txt" +--- +data_file: table_11.txt +description: 'Differential cross section in bins of pT(leading jet). Values are expressed as a fraction of the total cross section. The inclusive final state is shown.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_11.txt" +--- +data_file: table_2.txt +description: 'Expected and observed yields for each of the relevant processes and flavour categories. Combined statistical and systematic uncertainties are shown for each case except for the observed data yields for which only statistical uncertainties are presented. All expected yields correspond to quantities estimated after the maximum likelihood fit. Uncertainties are computed taking into account the full correlation matrix between sources of uncertainty, processes, and flavour categories.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_2.txt" +--- +data_file: table_10.txt +description: 'Differential cross section in bins of pT(leading jet). Values are expressed as a fraction of the total cross section. The eee, eem, emm, and mmm final states are shown.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_10.txt" +--- +data_file: table_3.txt +description: 'Summary of the total postfit impact of each uncertainty source on the uncertainty in the signal strength measurement, for the four flavour categories and their combination. Theoretical uncertainties are only included in the signal acceptance during the extrapolation to the total phase space, so they are not included in the likelihood fit. The values are percentages and correspond to half the difference between the up and down variation of each systematic uncertainty component.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_3.txt" +--- +data_file: table_4.txt +description: 'Efficiencies estimated as transfer factors from the fiducial region to the signal region using generator-level information, for an integrated luminosity L of 35.9 inverse femtobarn. Statistical, scale, and PDF uncertainties are later propagated to the final cross section measurement.' +keywords: +- name: cmenergies + values: [13000.0] +name: "table_4.txt" +--- +data_file: table_suppl.txt +description: 'Measured WZ production cross section computed in the inclusive final state and split by W boson charge, and asymmetry ratio.' +keywords: +- name : cmenergies + values: [13000.0] +name: "table_suppl.txt" + diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_10.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_10.yaml new file mode 100644 index 0000000000..59c3148c03 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_10.yaml @@ -0,0 +1,557 @@ +independent_variables: +- header: {name: 'pT(leading jet) [GeV]'} + values: + - {value: 'eee'} + - {value: '$[25, 35]$'} + - {value: '$[35, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: 'eee'} + - {value: '$[25, 35]$'} + - {value: '$[35, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: 'emm'} + - {value: '$[25, 35]$'} + - {value: '$[35, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: 'mmm'} + - {value: '$[25, 35]$'} + - {value: '$[35, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: 'Central value [fraction of total cross section]'} + values: + - {value: 'eee'} + - {value: '0.022'} + - {value: '0.189'} + - {value: '0.257'} + - {value: '0.194'} + - {value: '0.140'} + - {value: '0.109'} + - {value: '0.031'} + - {value: '0.035'} + - {value: '0.023'} + - {value: 'eee'} + - {value: '0.059'} + - {value: '0.146'} + - {value: '0.286'} + - {value: '0.224'} + - {value: '0.111'} + - {value: '0.083'} + - {value: '0.055'} + - {value: '0.017'} + - {value: '0.019'} + - {value: 'emm'} + - {value: '0.037'} + - {value: '0.166'} + - {value: '0.329'} + - {value: '0.181'} + - {value: '0.121'} + - {value: '0.067'} + - {value: '0.060'} + - {value: '0.015'} + - {value: '0.023'} + - {value: 'mmm'} + - {value: '0.042'} + - {value: '0.155'} + - {value: '0.333'} + - {value: '0.176'} + - {value: '0.132'} + - {value: '0.062'} + - {value: '0.062'} + - {value: '0.020'} + - {value: '0.018'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(stat)'} + values: + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.015} + value: '' + - errors: + - {label: stat+syst, symerror: 0.038} + value: '' + - errors: + - {label: stat+syst, symerror: 0.039} + value: '' + - errors: + - {label: stat+syst, symerror: 0.035} + value: '' + - errors: + - {label: stat+syst, symerror: 0.033} + value: '' + - errors: + - {label: stat+syst, symerror: 0.030} + value: '' + - errors: + - {label: stat+syst, symerror: 0.016} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.025} + value: '' + - errors: + - {label: stat+syst, symerror: 0.031} + value: '' + - errors: + - {label: stat+syst, symerror: 0.032} + value: '' + - errors: + - {label: stat+syst, symerror: 0.028} + value: '' + - errors: + - {label: stat+syst, symerror: 0.023} + value: '' + - errors: + - {label: stat+syst, symerror: 0.022} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.026} + value: '' + - errors: + - {label: stat+syst, symerror: 0.029} + value: '' + - errors: + - {label: stat+syst, symerror: 0.024} + value: '' + - errors: + - {label: stat+syst, symerror: 0.021} + value: '' + - errors: + - {label: stat+syst, symerror: 0.019} + value: '' + - errors: + - {label: stat+syst, symerror: 0.012} + value: '' + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.011} + value: '' + - errors: + - {label: stat+syst, symerror: 0.019} + value: '' + - errors: + - {label: stat+syst, symerror: 0.021} + value: '' + - errors: + - {label: stat+syst, symerror: 0.017} + value: '' + - errors: + - {label: stat+syst, symerror: 0.015} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(bgr)'} + values: + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.012} + value: '' + - errors: + - {label: stat+syst, symerror: 0.010} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(other syst)'} + values: + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.011} + value: '' + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.011} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.010} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(total)'} + values: + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.017)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.039)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.041)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.038)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.034)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.031)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.017)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.013)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.007)} + value: '(' + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.026)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.033)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.033)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.029)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.024)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.024)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.014)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.010)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.006)} + value: '(' + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.015)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.028)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.030)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.026)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.024)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.022)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.013)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.009)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.006)} + value: '(' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.011)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.021)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.022)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.019)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.016)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.014)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.010)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.007)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.006)} + value: '(' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_11.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_11.yaml new file mode 100644 index 0000000000..54ec7be9ed --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_11.yaml @@ -0,0 +1,155 @@ +independent_variables: +- header: {name: 'pT(leading jet) [GeV]'} + values: + - {value: '$[25, 35]$'} + - {value: '$[35, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: 'Central value [fraction of the total cross section]'} + values: + - {value: '0.040'} + - {value: '0.162'} + - {value: '0.315'} + - {value: '0.188'} + - {value: '0.126'} + - {value: '0.073'} + - {value: '0.057'} + - {value: '0.020'} + - {value: '0.020'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(stat)'} + values: + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.014} + value: '' + - errors: + - {label: stat+syst, symerror: 0.012} + value: '' + - errors: + - {label: stat+syst, symerror: 0.010} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(bgr)'} + values: + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(other syst)'} + values: + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(total)'} + values: + - errors: + - {label: stat+syst, symerror: 0.007)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.014)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.015)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.013)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.011)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.010)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.007)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.004)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.005)} + value: '(' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_12.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_12.yaml new file mode 100644 index 0000000000..050f8cd6ff --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_12.yaml @@ -0,0 +1,409 @@ +independent_variables: +- header: {name: 'M(WZ) [GeV]'} + values: + - {value: 'eee'} + - {value: '$[100, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: '$[300, 600]$'} + - {value: '$[600, 3000]$'} + - {value: 'eem'} + - {value: '$[100, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: '$[300, 600]$'} + - {value: '$[600, 3000]$'} + - {value: 'emm'} + - {value: '$[100, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: '$[300, 600]$'} + - {value: '$[600, 3000]$'} + - {value: 'mmm'} + - {value: '$[100, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: '$[300, 600]$'} + - {value: '$[600, 3000]$'} + - {value: 'inclusive'} + - {value: '$[100, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: '$[300, 600]$'} + - {value: '$[600, 3000]$'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: 'Central value [fraction of total cross section]'} + values: + - {value: 'eee'} + - {value: '0.000'} + - {value: '0.515'} + - {value: '0.370'} + - {value: '0.118'} + - {value: '0.001'} + - {value: 'eem'} + - {value: '0.000'} + - {value: '0.458'} + - {value: '0.465'} + - {value: '0.083'} + - {value: '0.001'} + - {value: 'emm'} + - {value: '0.006'} + - {value: '0.415'} + - {value: '0.489'} + - {value: '0.090'} + - {value: '0.001'} + - {value: 'mmm'} + - {value: '0.009'} + - {value: '0.384'} + - {value: '0.507'} + - {value: '0.099'} + - {value: '0.001'} + - {value: 'inclusive'} + - {value: '0.001'} + - {value: '0.430'} + - {value: '0.473'} + - {value: '0.095'} + - {value: '0.001'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(stat)'} + values: + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.035} + value: '' + - errors: + - {label: stat+syst, symerror: 0.120} + value: '' + - errors: + - {label: stat+syst, symerror: 0.050} + value: '' + - errors: + - {label: stat+syst, symerror: 0.012} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'eem'} + - errors: + - {label: stat+syst, symerror: 0.029} + value: '' + - errors: + - {label: stat+syst, symerror: 0.097} + value: '' + - errors: + - {label: stat+syst, symerror: 0.041} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.024} + value: '' + - errors: + - {label: stat+syst, symerror: 0.075} + value: '' + - errors: + - {label: stat+syst, symerror: 0.035} + value: '' + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.016} + value: '' + - errors: + - {label: stat+syst, symerror: 0.056} + value: '' + - errors: + - {label: stat+syst, symerror: 0.028} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'inclusive'} + - errors: + - {label: stat+syst, symerror: 0.011} + value: '' + - errors: + - {label: stat+syst, symerror: 0.038} + value: '' + - errors: + - {label: stat+syst, symerror: 0.018} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(bgr)'} + values: + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.011} + value: '' + - errors: + - {label: stat+syst, symerror: 0.034} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'eem'} + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.014} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.017} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.010} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'inclusive'} + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(other syst)'} + values: + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.010} + value: '' + - errors: + - {label: stat+syst, symerror: 0.024} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'eem'} + - errors: + - {label: stat+syst, symerror: 0.010} + value: '' + - errors: + - {label: stat+syst, symerror: 0.037} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.014} + value: '' + - errors: + - {label: stat+syst, symerror: 0.024} + value: '' + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.010} + value: '' + - errors: + - {label: stat+syst, symerror: 0.021} + value: '' + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'inclusive'} + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.012} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(total)'} + values: + - {value: 'eee'} + - errors: + - {label: stat+syst, symerror: 0.038)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.127)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.053)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.012)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.000)} + value: '(' + - {value: 'eem'} + - errors: + - {label: stat+syst, symerror: 0.031)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.105)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.044)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.009)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.000)} + value: '(' + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.028)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.081)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.038)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.008)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.000)} + value: '(' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.019)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.061)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.030)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.007)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.000)} + value: '(' + - {value: 'inclusive'} + - errors: + - {label: stat+syst, symerror: 0.013)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.041)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.020)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.004)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.000)} + value: '(' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_13.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_13.yaml new file mode 100644 index 0000000000..bb1297da98 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_13.yaml @@ -0,0 +1,23 @@ +independent_variables: +- header: {name: Parameter} + values: + - {value: '$\cw/\Lambda^{2}$'} + - {value: '$\cwww/\Lambda^{2}$'} + - {value: '$\cb/\Lambda^{2}$'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '95% CI (expected) $[TeV^{-2}]$'} + values: + - {value: '[-3.3, 2.0]'} + - {value: '[-1.8, 1.9]'} + - {value: '[-130, 170]'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '95% CI (observed) $[TeV^{-2}]$'} + values: + - {value: '[-4.1, 1.1]'} + - {value: '[-2.0, 2.1]'} + - {value: '[-100, 160]'} diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_14.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_14.yaml new file mode 100644 index 0000000000..7a7c6c384e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_14.yaml @@ -0,0 +1,23 @@ +independent_variables: +- header: {name: Parameter} + values: + - {value: '$\cw/\Lambda^{2}$'} + - {value: '$\cwww/\Lambda^{2}$'} + - {value: '$\cb/\Lambda^{2}$'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '95% CI (expected) $[TeV^{-2}]$'} + values: + - {value: '[-2.3, 3.4]'} + - {value: '[-33.2, 28.6]'} + - {value: '[-360, 300]'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '95% CI (observed) $[TeV^{-2}]$'} + values: + - {value: '[-2.2, 2.7]'} + - {value: '[-13.8, 41.2]'} + - {value: '[-230, 390]'} diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_2.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_2.yaml new file mode 100644 index 0000000000..241516d102 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_2.yaml @@ -0,0 +1,189 @@ +independent_variables: +- header: {name: A table} + values: + - {value: 'Nonprompt'} + - {value: '\ZZ'} + - {value: 'X$\gamma$'} + - {value: '\ttbar\PV'} + - {value: '\vvv'} + - {value: 'V\PH'} + - {value: 't\cPZ\cPq'} + - {value: 'Total background'} + - {value: '\WZ'} + - {value: 'Data'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '\eee'} + values: + - errors: + - {label: stat+syst, symerror: 12.4} + value: '30.0' + - errors: + - {label: stat+syst, symerror: 4.1} + value: '43.4' + - errors: + - {label: stat+syst, symerror: 5.2} + value: '16.8' + - errors: + - {label: stat+syst, symerror: 2.8} + value: '8.5' + - errors: + - {label: stat+syst, symerror: 2.5} + value: '6.2' + - errors: + - {label: stat+syst, symerror: 0.8} + value: '3.3' + - errors: + - {label: stat+syst, symerror: 1.30} + value: '3.9' + - errors: + - {label: stat+syst, symerror: 15} + value: '112' + - errors: + - {label: stat+syst, symerror: 18} + value: '398' + - errors: + - {label: stat+syst, symerror: 23} + value: '513' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '\eem'} + values: + - errors: + - {label: stat+syst, symerror: 10.4} + value: '25.0' + - errors: + - {label: stat+syst, symerror: 3.4} + value: '44.4' + - errors: + - {label: stat+syst, symerror: 0.7} + value: '2.0' + - errors: + - {label: stat+syst, symerror: 4.1} + value: '11.6' + - errors: + - {label: stat+syst, symerror: 3.4} + value: '8.6' + - errors: + - {label: stat+syst, symerror: 1.6} + value: '6.4' + - errors: + - {label: stat+syst, symerror: 1.9} + value: '5.7' + - errors: + - {label: stat+syst, symerror: 15} + value: '104' + - errors: + - {label: stat+syst, symerror: 21} + value: '579' + - errors: + - {label: stat+syst, symerror: 26} + value: '673' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '\emm'} + values: + - errors: + - {label: stat+syst, symerror: 20.7} + value: '45.7' + - errors: + - {label: stat+syst, symerror: 9.2} + value: '100.1' + - errors: + - {label: stat+syst, symerror: 8.8} + value: '26.9' + - errors: + - {label: stat+syst, symerror: 5.5} + value: '16.8' + - errors: + - {label: stat+syst, symerror: 4.6} + value: '11.4' + - errors: + - {label: stat+syst, symerror: 1.9} + value: '7.7' + - errors: + - {label: stat+syst, symerror: 2.8} + value: '8.4' + - errors: + - {label: stat+syst, symerror: 28} + value: '217' + - errors: + - {label: stat+syst, symerror: 29} + value: '856' + - errors: + - {label: stat+syst, symerror: 32} + value: '1058' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '\mmm'} + values: + - errors: + - {label: stat+syst, symerror: 19.3} + value: '50.3' + - errors: + - {label: stat+syst, symerror: 8.3} + value: '107.1' + - errors: + - {label: stat+syst, symerror: 2.0} + value: '7.6' + - errors: + - {label: stat+syst, symerror: 9.0} + value: '25.8' + - errors: + - {label: stat+syst, symerror: 6.8} + value: '16.9' + - errors: + - {label: stat+syst, symerror: 3.0} + value: '12.1' + - errors: + - {label: stat+syst, symerror: 4.3} + value: '12.6' + - errors: + - {label: stat+syst, symerror: 29} + value: '233' + - errors: + - {label: stat+syst, symerror: 47} + value: '1333' + - errors: + - {label: stat+syst, symerror: 40} + value: '1587' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: 'Total'} + values: + - errors: + - {label: stat+syst, symerror: 63} + value: '151' + - errors: + - {label: stat+syst, symerror: 24} + value: '295' + - errors: + - {label: stat+syst, symerror: 16} + value: '53' + - errors: + - {label: stat+syst, symerror: 21} + value: '63' + - errors: + - {label: stat+syst, symerror: 17} + value: '43' + - errors: + - {label: stat+syst, symerror: 7.2} + value: '29.6' + - errors: + - {label: stat+syst, symerror: 10} + value: '31' + - errors: + - {label: stat+syst, symerror: 45} + value: '666' + - errors: + - {label: stat+syst, symerror: 62} + value: '3166' + - errors: + - {label: stat+syst, symerror: 62} + value: '3831' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_3.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_3.yaml new file mode 100644 index 0000000000..ce68d7fb69 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_3.yaml @@ -0,0 +1,161 @@ +independent_variables: +- header: {name: A table} + values: + - {value: 'Electron efficiency'} + - {value: 'Electron energy scale'} + - {value: 'Muon efficiency'} + - {value: 'Muon momentum scale'} + - {value: 'Trigger efficiency'} + - {value: 'Jet energy scale'} + - {value: '\cPqb-tagging (id.)'} + - {value: '\cPqb-tagging (mis-id.)'} + - {value: 'Pileup'} + - {value: '\ZZ'} + - {value: 'Nonprompt norm.'} + - {value: 'Nonprompt (EWK subtr.)'} + - {value: '\vvv norm.'} + - {value: 'V\PH norm.'} + - {value: '\ttbar\PV norm.'} + - {value: 't\cPZ\cPq\ norm.'} + - {value: 'X+$\gamma$ norm.'} + - {value: 'Total systematic'} + - {value: 'Integrated luminosity'} + - {value: 'Statistical'} + - {value: 'Total experimental'} + - {value: 'Theoretical'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: 'Combined'} + values: + - {value: '1.9'} + - {value: '0.3'} + - {value: '1.9'} + - {value: '0.5'} + - {value: '1.9'} + - {value: '0.9'} + - {value: '2.6'} + - {value: '0.9'} + - {value: '0.8'} + - {value: '0.6'} + - {value: '1.2'} + - {value: '1.0'} + - {value: '0.5'} + - {value: '0.2'} + - {value: '0.5'} + - {value: '0.1'} + - {value: '0.3'} + - {value: '4.7'} + - {value: '2.8'} + - {value: '2.1'} + - {value: '6.0'} + - {value: '0.9'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '\eee'} + values: + - {value: '5.9'} + - {value: '0.9'} + - {value: 'NA'} + - {value: 'NA'} + - {value: '2.0'} + - {value: '1.6'} + - {value: '2.7'} + - {value: '1.0'} + - {value: '0.9'} + - {value: '0.7'} + - {value: '2.0'} + - {value: '1.5'} + - {value: '0.6'} + - {value: '0.2'} + - {value: '0.5'} + - {value: '0.1'} + - {value: '0.8'} + - {value: '7.8'} + - {value: '2.9'} + - {value: '6.0'} + - {value: '10.8'} + - {value: '0.9'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '\eem'} + values: + - {value: '3.9'} + - {value: '0.2'} + - {value: '0.8'} + - {value: '0.7'} + - {value: '1.9'} + - {value: '1.0'} + - {value: '2.6'} + - {value: '0.9'} + - {value: '0.3'} + - {value: '0.4'} + - {value: '1.2'} + - {value: '1.0'} + - {value: '0.6'} + - {value: '0.3'} + - {value: '0.5'} + - {value: '0.1'} + - {value: '<0.1'} + - {value: '5.8'} + - {value: '2.8'} + - {value: '4.8'} + - {value: '8.0'} + - {value: '0.9'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '\emm'} + values: + - {value: '1.9'} + - {value: '0.6'} + - {value: '1.8'} + - {value: '0.3'} + - {value: '1.9'} + - {value: '1.7'} + - {value: '2.6'} + - {value: '1.0'} + - {value: '1.3'} + - {value: '0.8'} + - {value: '1.5'} + - {value: '1.3'} + - {value: '0.6'} + - {value: '0.2'} + - {value: '0.5'} + - {value: '0.1'} + - {value: '0.7'} + - {value: '5.4'} + - {value: '2.9'} + - {value: '4.1'} + - {value: '7.5'} + - {value: '0.9'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '\mmm'} + values: + - {value: 'NA'} + - {value: 'NA'} + - {value: '2.6'} + - {value: '0.9'} + - {value: '1.8'} + - {value: '0.8'} + - {value: '2.4'} + - {value: '0.7'} + - {value: '1.4 [cmsTabSkip]'} + - {value: '0.5'} + - {value: '1.0'} + - {value: '0.8'} + - {value: '0.5'} + - {value: '0.2'} + - {value: '0.5'} + - {value: '0.1'} + - {value: '<0.1 [cmsTabSkip]'} + - {value: '4.6 [cmsTabSkip]'} + - {value: '2.8 [cmsTabSkip]'} + - {value: '3.1 [cmsTabSkip]'} + - {value: '6.3 [cmsTabSkip]'} + - {value: '0.9'} diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_4.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_4.yaml new file mode 100644 index 0000000000..4fda7e0225 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_4.yaml @@ -0,0 +1,34 @@ +independent_variables: +- header: {name: A table} + values: + - {value: '\eee'} + - {value: '\eem'} + - {value: '\emm'} + - {value: '\mmm'} + - {value: 'Combined:'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '$\epsilon$'} + values: + - errors: + - {label: stat+syst, symerror: 0.0003 (stat)} + - {label: scale+PDF, asymerror: {plus: +0.0017, minus: -0.0015} } + value: '0.1754' + - errors: + - {label: stat+syst, symerror: 0.0004 (stat)} + - {label: scale+PDF, asymerror: {plus: +0.0025, minus: -0.0021} } + value: '0.2618' + - errors: + - {label: stat+syst, symerror: 0.0006 (stat)} + - {label: scale+PDF, asymerror: {plus: +0.0035, minus: -0.0030} } + value: '0.3764' + - errors: + - {label: stat+syst, symerror: 0.0009 (stat)} + - {label: scale+PDF, asymerror: {plus: +0.0047, minus: -0.0040} } + value: '0.5625' + - errors: + - {label: stat+syst, symerror: 0.0005 (stat)} + - {label: scale+PDF, asymerror: {plus: +0.0031, minus: -0.0027} } + value: '0.3453' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_5.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_5.yaml new file mode 100644 index 0000000000..61dd87674b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_5.yaml @@ -0,0 +1,29 @@ +independent_variables: +- header: {name: A table} + values: + - {value: 'eee'} + - {value: 'eem'} + - {value: 'emm'} + - {value: 'mmm'} + - {value: 'Combined'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '$\sigma_{\text{fid}}(pp \to WZ)$ [fb]'} + values: + - errors: + - {label: stat+syst, symerror: 1.9\lum} + value: '63.7\mathrm{}^{+3.8}_{-3.7}\stat\mathrm{}^{+0.6}_{-0.6}\thy\mathrm{}^{+5.3}_{-4.7}\syst' + - errors: + - {label: stat+syst, symerror: 1.9\lum} + value: '61.6\mathrm{}^{+3.0}_{-2.9}\stat\mathrm{}^{+0.6}_{-0.5}\thy\mathrm{}^{+3.7}_{-3.3}\syst' + - errors: + - {label: stat+syst, symerror: 1.9\lum} + value: '63.4\mathrm{}^{+2.6}_{-2.6}\stat\mathrm{}^{+0.6}_{-0.5}\thy\mathrm{}^{+3.5}_{-3.2}\syst' + - errors: + - {label: stat+syst, symerror: 1.9\lum} + value: '67.1\mathrm{}^{+2.1}_{-2.0}\stat\mathrm{}^{+0.6}_{-0.5}\thy\mathrm{}^{+3.3}_{-3.0}\syst' + - errors: + - {label: stat+syst, symerror: 7.4\lum} + value: '257.5\mathrm{}^{+5.3}_{-5.0}\stat\mathrm{}^{+2.3}_{-2.0}\thy\mathrm{}^{+12.8}_{-11.6}\syst' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_6.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_6.yaml new file mode 100644 index 0000000000..afd55d3db7 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_6.yaml @@ -0,0 +1,41 @@ +independent_variables: +- header: {name: Final states} + values: + - {value: 'eee'} + - {value: 'eem'} + - {value: 'emm'} + - {value: 'mmm'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '$\sigma_{tot}(pp \to WZ)$ [pb]'} + values: + - value: 47.11 + errors: + - {asymerror: {plus: +5.01, minus: -4.63}, label: 'total'} + - {asymerror: {plus: +2.88, minus: -2.79}, label: stat} + - {asymerror: {plus: +0.46, minus: -0.41}, label: 'sys,theo'} + - {asymerror: {plus: +3.89, minus: -3.47}, label: 'sys,syst'} + - {symerror: 1.41, label: 'lumi'} + - value: 47.16 + errors: + - {asymerror: {plus: +3.87, minus: -3.61}, label: 'total'} + - {asymerror: {plus: +2.31, minus: -2.29}, label: stat} + - {asymerror: {plus: +0.45, minus: -0.38}, label: 'sys,theo'} + - {asymerror: {plus: +2.83, minus: -2.52}, label: 'sys,syst'} + - {symerror: 1.33, label: 'lumi'} + - value: 47.70 + errors: + - {asymerror: {plus: +3.58, minus: -3.55}, label: 'total'} + - {asymerror: {plus: +2.00, minus: -1.96}, label: stat} + - {asymerror: {plus: +0.45, minus: -0.39}, label: 'sys,theo'} + - {asymerror: {plus: +2.66, minus: -2.61}, label: 'sys,syst'} + - {symerror: 1.42, label: 'lumi'} + - value: 49.00 + errors: + - {asymerror: {plus: +3.18, minus: -3.03}, label: 'total'} + - {asymerror: {plus: +1.57, minus: -1.53}, label: stat} + - {asymerror: {plus: +0.41, minus: -0.35}, label: 'sys,theo'} + - {asymerror: {plus: +2.42, minus: -2.22}, label: 'sys,syst'} + - {symerror: 1.30, label: 'lumi'} diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_7.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_7.yaml new file mode 100644 index 0000000000..ecaf432566 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_7.yaml @@ -0,0 +1,349 @@ +independent_variables: +- header: {name: A table} + values: + - {value: 'eee'} + - {value: '$[0, 10]$'} + - {value: '$[10, 20]$'} + - {value: '$[20, 30]$'} + - {value: '$[30, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: 'eem'} + - {value: '$[0, 10]$'} + - {value: '$[10, 20]$'} + - {value: '$[20, 30]$'} + - {value: '$[30, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: 'Central value'} + values: + - {value: 'eee'} + - {value: '0.024'} + - {value: '0.102'} + - {value: '0.169'} + - {value: '0.122'} + - {value: '0.180'} + - {value: '0.132'} + - {value: '0.092'} + - {value: '0.078'} + - {value: '0.053'} + - {value: '0.037'} + - {value: '0.010'} + - {value: 'eem'} + - {value: '0.033'} + - {value: '0.101'} + - {value: '0.177'} + - {value: '0.188'} + - {value: '0.148'} + - {value: '0.103'} + - {value: '0.080'} + - {value: '0.090'} + - {value: '0.049'} + - {value: '0.015'} + - {value: '0.015'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(stat)'} + values: + - {value: 'eee'} + - errors: + - {label: stat, symerror: 0.016} + value: '' + - errors: + - {label: stat, symerror: 0.030} + value: '' + - errors: + - {label: stat, symerror: 0.039} + value: '' + - errors: + - {label: stat, symerror: 0.024} + value: '' + - errors: + - {label: stat, symerror: 0.027} + value: '' + - errors: + - {label: stat, symerror: 0.023} + value: '' + - errors: + - {label: stat, symerror: 0.020} + value: '' + - errors: + - {label: stat, symerror: 0.018} + value: '' + - errors: + - {label: stat, symerror: 0.012} + value: '' + - errors: + - {label: stat, symerror: 0.008} + value: '' + - errors: + - {label: stat, symerror: 0.003} + value: '' + - {value: 'eem'} + - errors: + - {label: stat, symerror: 0.013} + value: '' + - errors: + - {label: stat, symerror: 0.023} + value: '' + - errors: + - {label: stat, symerror: 0.030} + value: '' + - errors: + - {label: stat, symerror: 0.020} + value: '' + - errors: + - {label: stat, symerror: 0.019} + value: '' + - errors: + - {label: stat, symerror: 0.016} + value: '' + - errors: + - {label: stat, symerror: 0.015} + value: '' + - errors: + - {label: stat, symerror: 0.015} + value: '' + - errors: + - {label: stat, symerror: 0.009} + value: '' + - errors: + - {label: stat, symerror: 0.005} + value: '' + - errors: + - {label: stat, symerror: 0.003} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(bgr)'} + values: + - {value: 'eee'} + - errors: + - {label: bgr, symerror: 0.002} + value: '' + - errors: + - {label: bgr, symerror: 0.006} + value: '' + - errors: + - {label: bgr, symerror: 0.010} + value: '' + - errors: + - {label: bgr, symerror: 0.007} + value: '' + - errors: + - {label: bgr, symerror: 0.006} + value: '' + - errors: + - {label: bgr, symerror: 0.005} + value: '' + - errors: + - {label: bgr, symerror: 0.006} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.004} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.002} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.001} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.00025} + value: '' + - {value: 'eem'} + - errors: + - {label: bgr+syst, symerror: 0.002} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.003} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.004} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.003} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.003} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.003} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.003} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.002} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.001} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.001} + value: '' + - errors: + - {label: bgr+syst, symerror: 0.00025} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(other syst)'} + values: + - {value: 'eee'} + - errors: + - {label: other syst, symerror: 0.005} + value: '' + - errors: + - {label: other syst, symerror: 0.005} + value: '' + - errors: + - {label: other syst, symerror: 0.007} + value: '' + - errors: + - {label: other syst, symerror: 0.006} + value: '' + - errors: + - {label: other syst, symerror: 0.005} + value: '' + - errors: + - {label: other syst, symerror: 0.004} + value: '' + - errors: + - {label: other syst, symerror: 0.004} + value: '' + - errors: + - {label: other syst, symerror: 0.005} + value: '' + - errors: + - {label: other syst, symerror: 0.004} + value: '' + - errors: + - {label: other syst, symerror: 0.001} + value: '' + - errors: + - {label: other syst, symerror: 0.001} + value: '' + - {value: 'eem'} + - errors: + - {label: other syst, symerror: 0.005} + value: '' + - errors: + - {label: other syst, symerror: 0.005} + value: '' + - errors: + - {label: other syst, symerror: 0.005} + value: '' + - errors: + - {label: other syst, symerror: 0.003} + value: '' + - errors: + - {label: other syst, symerror: 0.003} + value: '' + - errors: + - {label: other syst, symerror: 0.005} + value: '' + - errors: + - {label: other syst, symerror: 0.003} + value: '' + - errors: + - {label: other syst, symerror: 0.003} + value: '' + - errors: + - {label: other syst, symerror: 0.002} + value: '' + - errors: + - {label: other syst, symerror: 0.001} + value: '' + - errors: + - {label: other syst, symerror: 0.00025} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(total)'} + values: + - {value: 'eee'} + - errors: + - {label: total, symerror: 0.016)} + value: '(' + - errors: + - {label: total, symerror: 0.031)} + value: '(' + - errors: + - {label: total, symerror: 0.041)} + value: '(' + - errors: + - {label: total, symerror: 0.025)} + value: '(' + - errors: + - {label: total, symerror: 0.028)} + value: '(' + - errors: + - {label: total, symerror: 0.024)} + value: '(' + - errors: + - {label: total, symerror: 0.022)} + value: '(' + - errors: + - {label: total, symerror: 0.019)} + value: '(' + - errors: + - {label: total, symerror: 0.013)} + value: '(' + - errors: + - {label: total, symerror: 0.008)} + value: '(' + - errors: + - {label: total, symerror: 0.003)} + value: '(' + - {value: 'eem'} + - errors: + - {label: total, symerror: 0.014)} + value: '(' + - errors: + - {label: total, symerror: 0.024)} + value: '(' + - errors: + - {label: total, symerror: 0.030)} + value: '(' + - errors: + - {label: total, symerror: 0.021)} + value: '(' + - errors: + - {label: total, symerror: 0.019)} + value: '(' + - errors: + - {label: total, symerror: 0.017)} + value: '(' + - errors: + - {label: total, symerror: 0.015)} + value: '(' + - errors: + - {label: total, symerror: 0.015)} + value: '(' + - errors: + - {label: total, symerror: 0.009)} + value: '(' + - errors: + - {label: total, symerror: 0.005)} + value: '(' + - errors: + - {label: total, symerror: 0.003)} + value: '(' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_8.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_8.yaml new file mode 100644 index 0000000000..bd81fcaf13 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_8.yaml @@ -0,0 +1,349 @@ +independent_variables: +- header: {name: 'pT(Z) [GeV]'} + values: + - {value: 'emm'} + - {value: '$[0, 10]$'} + - {value: '$[10, 20]$'} + - {value: '$[20, 30]$'} + - {value: '$[30, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} + - {value: 'mmm'} + - {value: '$[0, 10]$'} + - {value: '$[10, 20]$'} + - {value: '$[20, 30]$'} + - {value: '$[30, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: 'Central value [fraction of the total cross section]'} + values: + - {value: 'emm'} + - {value: '0.052'} + - {value: '0.132'} + - {value: '0.175'} + - {value: '0.186'} + - {value: '0.149'} + - {value: '0.083'} + - {value: '0.108'} + - {value: '0.043'} + - {value: '0.041'} + - {value: '0.020'} + - {value: '0.010'} + - {value: 'mmm'} + - {value: '0.039'} + - {value: '0.122'} + - {value: '0.171'} + - {value: '0.182'} + - {value: '0.165'} + - {value: '0.108'} + - {value: '0.102'} + - {value: '0.051'} + - {value: '0.031'} + - {value: '0.019'} + - {value: '0.011'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(stat)'} + values: + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.012} + value: '' + - errors: + - {label: stat+syst, symerror: 0.021} + value: '' + - errors: + - {label: stat+syst, symerror: 0.024} + value: '' + - errors: + - {label: stat+syst, symerror: 0.017} + value: '' + - errors: + - {label: stat+syst, symerror: 0.015} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.014} + value: '' + - errors: + - {label: stat+syst, symerror: 0.010} + value: '' + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.016} + value: '' + - errors: + - {label: stat+syst, symerror: 0.020} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.012} + value: '' + - errors: + - {label: stat+syst, symerror: 0.011} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(bgr)'} + values: + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(other syst)'} + values: + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.005} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(total)'} + values: + - {value: 'emm'} + - errors: + - {label: stat+syst, symerror: 0.013)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.021)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.026)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.018)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.016)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.014)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.016)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.011)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.008)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.005)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.002)} + value: '(' + - {value: 'mmm'} + - errors: + - {label: stat+syst, symerror: 0.010)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.017)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.020)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.014)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.015)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.012)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.011)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.009)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.006)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.004)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.002)} + value: '(' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_9.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_9.yaml new file mode 100644 index 0000000000..cc6f1ae875 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_9.yaml @@ -0,0 +1,183 @@ +independent_variables: +- header: {name: 'pT(Z) [GeV]'} + values: + - {value: '$[0, 10]$'} + - {value: '$[10, 20]$'} + - {value: '$[20, 30]$'} + - {value: '$[30, 50]$'} + - {value: '$[50, 70]$'} + - {value: '$[70, 90]$'} + - {value: '$[90, 110]$'} + - {value: '$[110, 130]$'} + - {value: '$[130, 160]$'} + - {value: '$[160, 200]$'} + - {value: '$[200, 300]$'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: 'Central value [fraction of the total cross section]'} + values: + - {value: '0.041'} + - {value: '0.118'} + - {value: '0.172'} + - {value: '0.179'} + - {value: '0.158'} + - {value: '0.102'} + - {value: '0.098'} + - {value: '0.061'} + - {value: '0.039'} + - {value: '0.020'} + - {value: '0.011'} +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(stat)'} + values: + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.010} + value: '' + - errors: + - {label: stat+syst, symerror: 0.013} + value: '' + - errors: + - {label: stat+syst, symerror: 0.009} + value: '' + - errors: + - {label: stat+syst, symerror: 0.008} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.007} + value: '' + - errors: + - {label: stat+syst, symerror: 0.006} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(bgr)'} + values: + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.00025} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(other syst)'} + values: + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.004} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.003} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.002} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' + - errors: + - {label: stat+syst, symerror: 0.001} + value: '' +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '(total)'} + values: + - errors: + - {label: stat+syst, symerror: 0.006)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.011)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.014)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.009)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.010)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.008)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.008)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.006)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.004)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.003)} + value: '(' + - errors: + - {label: stat+syst, symerror: 0.001)} + value: '(' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_suppl.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_suppl.yaml new file mode 100644 index 0000000000..12815cf8a3 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_suppl.yaml @@ -0,0 +1,37 @@ +independent_variables: +- header: {name: Measurements} + values: + - {value: '$\sigma_{tot}(pp\to WZ)$ [GeV]'} + - {value: '$\sigma_{tot}(pp\to W^{+}Z)$ [GeV]'} + - {value: '$\sigma_{tot}(pp\to W^{-}Z)$ [GeV]'} + - {value: '$A_{WZ}^{\pm} = \frac{\sigma_{tot}(pp\to W^{+}Z)}{\sigma_{tot}(pp\to W^{-}Z)}$'} +dependent_variables: +- header: {name: .} + qualifiers: + - {name: '$\sqrt{s}$', units: GeV, value: 13000} + - {name: ., value: '$\sigmatot(\Pp\Pp \to \WZ)$ [pb]'} + values: + - value: 48.09 + errors: + - {asymerror: {plus: +2.98, minus: -2.78}, label: 'total'} + - {asymerror: {plus: +1.00, minus: -0.96}, label: stat} + - {asymerror: {plus: +0.44, minus: -0.37}, label: 'sys,theo'} + - {asymerror: {plus: +2.39, minus: -2.17}, label: 'sys,syst'} + - {symerror: 1.39, label: 'lumi'} + - value: 28.91 + errors: + - {asymerror: {plus: +0.63, minus: -0.61}, label: stat} + - {asymerror: {plus: +0.28, minus: -0.25}, label: 'sys,theo'} + - {asymerror: {plus: +1.43, minus: -1.31}, label: 'sys,syst'} + - {symerror: 0.80, label: 'lumi'} + - value: 19.55 + errors: + - {asymerror: {plus: +0.45, minus: -0.44}, label: stat} + - {asymerror: {plus: +0.17, minus: -0.15}, label: 'sys,theo'} + - {asymerror: {plus: +0.97, minus: -0.88}, label: 'sys,syst'} + - {symerror: 0.55, label: 'lumi'} + - value: 1.48 + errors: + - {symerror: 0.06, label: stat} + - {symerror: 0.01, label: 'sys,theo'} + - {symerror: 0.02, label: 'sys,syst'} From b1fc8ee6b04fd4c5a052188a9212ad80020f77c2 Mon Sep 17 00:00:00 2001 From: t7phy <99052355+t7phy@users.noreply.github.com> Date: Mon, 3 Mar 2025 15:47:53 +0100 Subject: [PATCH 2/9] break 2VBP into two processes --- .../filter.py | 0 .../metadata.yaml | 0 .../rawdata/.__afs14C9 | 0 .../rawdata/.__afsB98F | 0 .../rawdata/data1.yaml | 0 .../rawdata/data10.yaml | 0 .../rawdata/data11.yaml | 0 .../rawdata/data12.yaml | 0 .../rawdata/data13.yaml | 0 .../rawdata/data14.yaml | 0 .../rawdata/data15.yaml | 0 .../rawdata/data16.yaml | 0 .../rawdata/data17.yaml | 0 .../rawdata/data18.yaml | 0 .../rawdata/data19.yaml | 0 .../rawdata/data2.yaml | 0 .../rawdata/data20.yaml | 0 .../rawdata/data21.yaml | 0 .../rawdata/data22.yaml | 0 .../rawdata/data23.yaml | 0 .../rawdata/data24.yaml | 0 .../rawdata/data25.yaml | 0 .../rawdata/data26.yaml | 0 .../rawdata/data27.yaml | 0 .../rawdata/data28.yaml | 0 .../rawdata/data29.yaml | 0 .../rawdata/data3.yaml | 0 .../rawdata/data30.yaml | 0 .../rawdata/data31.yaml | 0 .../rawdata/data32.yaml | 0 .../rawdata/data33.yaml | 0 .../rawdata/data34.yaml | 0 .../rawdata/data35.yaml | 0 .../rawdata/data36.yaml | 0 .../rawdata/data37.yaml | 0 .../rawdata/data38.yaml | 0 .../rawdata/data39.yaml | 0 .../rawdata/data4.yaml | 0 .../rawdata/data40.yaml | 0 .../rawdata/data41.yaml | 0 .../rawdata/data42.yaml | 0 .../rawdata/data43.yaml | 0 .../rawdata/data5.yaml | 0 .../rawdata/data6.yaml | 0 .../rawdata/data7.yaml | 0 .../rawdata/data8.yaml | 0 .../rawdata/data9.yaml | 0 .../rawdata/submission.yaml | 0 .../filter.py | 0 .../metadata.yaml | 0 .../rawdata/data1.yaml | 0 .../rawdata/data10.yaml | 0 .../rawdata/data11.yaml | 0 .../rawdata/data12.yaml | 0 .../rawdata/data13.yaml | 0 .../rawdata/data14.yaml | 0 .../rawdata/data15.yaml | 0 .../rawdata/data16.yaml | 0 .../rawdata/data17.yaml | 0 .../rawdata/data18.yaml | 0 .../rawdata/data19.yaml | 0 .../rawdata/data2.yaml | 0 .../rawdata/data20.yaml | 0 .../rawdata/data21.yaml | 0 .../rawdata/data22.yaml | 0 .../rawdata/data23.yaml | 0 .../rawdata/data24.yaml | 0 .../rawdata/data3.yaml | 0 .../rawdata/data4.yaml | 0 .../rawdata/data5.yaml | 0 .../rawdata/data6.yaml | 0 .../rawdata/data7.yaml | 0 .../rawdata/data8.yaml | 0 .../rawdata/data9.yaml | 0 .../rawdata/submission.yaml | 0 .../{CMS_2VBP_13TEV_WZ_DIF => CMS_2VBP-WZ_13TEV_DIF}/filter.py | 0 .../metadata.yaml | 0 .../rawdata/submission.yaml | 0 .../rawdata/table_10.yaml | 0 .../rawdata/table_11.yaml | 0 .../rawdata/table_12.yaml | 0 .../rawdata/table_13.yaml | 0 .../rawdata/table_14.yaml | 0 .../rawdata/table_2.yaml | 0 .../rawdata/table_3.yaml | 0 .../rawdata/table_4.yaml | 0 .../rawdata/table_5.yaml | 0 .../rawdata/table_6.yaml | 0 .../rawdata/table_7.yaml | 0 .../rawdata/table_8.yaml | 0 .../rawdata/table_9.yaml | 0 .../rawdata/table_suppl.yaml | 0 92 files changed, 0 insertions(+), 0 deletions(-) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/filter.py (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/metadata.yaml (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/rawdata/.__afs14C9 (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/rawdata/.__afsB98F (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/rawdata/data1.yaml (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/rawdata/data10.yaml (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/rawdata/data11.yaml (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/rawdata/data12.yaml (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/rawdata/data13.yaml (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => ATLAS_2VBP-WW_13TEV_DIF}/rawdata/data14.yaml (100%) rename nnpdf_data/nnpdf_data/commondata/{ATLAS_2VBP_13TEV_WW_DIF => 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diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_7.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/rawdata/table_7.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_7.yaml rename to nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/rawdata/table_7.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_8.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/rawdata/table_8.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_8.yaml rename to nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/rawdata/table_8.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_9.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/rawdata/table_9.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_9.yaml rename to nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/rawdata/table_9.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_suppl.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/rawdata/table_suppl.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/CMS_2VBP_13TEV_WZ_DIF/rawdata/table_suppl.yaml rename to nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/rawdata/table_suppl.yaml From 8d1bfb478a51fa0da41dd4221ec83f0a65494c93 Mon Sep 17 00:00:00 2001 From: t7phy <99052355+t7phy@users.noreply.github.com> Date: Mon, 24 Mar 2025 13:41:05 +0100 Subject: [PATCH 3/9] add metadata skeleton --- .../ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml | 41 +++++++++++++++++++ .../ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml | 41 +++++++++++++++++++ .../CMS_2VBP-WZ_13TEV_DIF/metadata.yaml | 41 +++++++++++++++++++ 3 files changed, 123 insertions(+) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml index e69de29bb2..23c3658b82 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml @@ -0,0 +1,41 @@ +setname: 'ATLAS_2VBP-WW_13TEV_DIF' + +nnpdf_metadata: + nnpdf31_process: "2VBP-WW" + experiment: "ATLAS" + +arXiv: + url: "https://arxiv.org/abs/1905.04242" +iNSPIRE: + url: "https://inspirehep.net/literature/1734263" +hepdata: + url: "https://www.hepdata.net/record/ins1734263" + version: 1 + +version: 1 +version_comment: "Initial implementation" + +implemented_observables: + +- observable: {description: "", label: '', units: ''} + observable_name: + process_type: + ndata: + tables: [] + kinematics: + variables: + name: {description: "", label: '', units: ''} + file: + data_central: + data_uncertainties: + - + kinematic_coverage: [name] + plotting: + dataset_label: '' + x_scale: + plot_x: + y_label: '' + theory: + FK_tables: + - - + operation: 'null' diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml index e69de29bb2..cc928ed440 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml @@ -0,0 +1,41 @@ +setname: 'ATLAS_2VBP-WZ_13TEV_DIF' + +nnpdf_metadata: + nnpdf31_process: "2VBP-WZ" + experiment: "ATLAS" + +arXiv: + url: "https://arxiv.org/abs/1902.05759" +iNSPIRE: + url: "https://inspirehep.net/literature/1720438" +hepdata: + url: "https://www.hepdata.net/record/ins1720438" + version: 1 + +version: 1 +version_comment: "Initial implementation" + +implemented_observables: + +- observable: {description: "", label: '', units: ''} + observable_name: + process_type: + ndata: + tables: [] + kinematics: + variables: + name: {description: "", label: '', units: ''} + file: + data_central: + data_uncertainties: + - + kinematic_coverage: [name] + plotting: + dataset_label: '' + x_scale: + plot_x: + y_label: '' + theory: + FK_tables: + - - + operation: 'null' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml index e69de29bb2..99b7d20beb 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml @@ -0,0 +1,41 @@ +setname: 'CMS_2VBP-WZ_13TEV_DIF' + +nnpdf_metadata: + nnpdf31_process: "2VBP-WZ" + experiment: "CMS" + +arXiv: + url: "https://arxiv.org/abs/1901.03428" +iNSPIRE: + url: "https://inspirehep.net/literature/1713417" +hepdata: + url: "https://www.hepdata.net/record/ins1713417" + version: 1 + +version: 1 +version_comment: "Initial implementation" + +implemented_observables: + +- observable: {description: "", label: '', units: ''} + observable_name: + process_type: + ndata: + tables: [] + kinematics: + variables: + name: {description: "", label: '', units: ''} + file: + data_central: + data_uncertainties: + - + kinematic_coverage: [name] + plotting: + dataset_label: '' + x_scale: + plot_x: + y_label: '' + theory: + FK_tables: + - - + operation: 'null' From 74d367f338289ddfe0db93f27693c51f144fba5e Mon Sep 17 00:00:00 2001 From: t7phy <99052355+t7phy@users.noreply.github.com> Date: Tue, 25 Mar 2025 13:38:28 +0100 Subject: [PATCH 4/9] cms wz metadata --- .../CMS_2VBP-WZ_13TEV_DIF/metadata.yaml | 120 ++++++++++++++++-- 1 file changed, 106 insertions(+), 14 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml index 99b7d20beb..b4996328d7 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml @@ -17,24 +17,116 @@ version_comment: "Initial implementation" implemented_observables: -- observable: {description: "", label: '', units: ''} - observable_name: - process_type: - ndata: - tables: [] +- observable: {description: "fractional cross section w.r.t. rapidity of Z, in all channels", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$', units: ''} + observable_name: PTZ-COMB + process_type: PTZ + ndata: 11 + tables: [9] kinematics: variables: - name: {description: "", label: '', units: ''} - file: - data_central: + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + file: kinematics_ptz_comb.yaml + data_central: data_ptz_comb.yaml data_uncertainties: - - - kinematic_coverage: [name] + - uncertainties_ptz_comb.yaml + kinematic_coverage: [ptZ] plotting: - dataset_label: '' - x_scale: - plot_x: - y_label: '' + dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + x_scale: log + plot_x: ptZ + y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + theory: + FK_tables: + - - + operation: 'null' + +- observable: {description: "fractional cross section w.r.t. rapidity of Z, in eee channel", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$', units: ''} + observable_name: PTZ-EEE + process_type: PTZ + ndata: 11 + tables: [7] + kinematics: + variables: + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + file: kinematics_ptz_eee.yaml + data_central: data_ptz_eee.yaml + data_uncertainties: + - uncertainties_ptz_eee.yaml + kinematic_coverage: [ptZ] + plotting: + dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + x_scale: log + plot_x: ptZ + y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + theory: + FK_tables: + - - + operation: 'null' + +- observable: {description: "fractional cross section w.r.t. rapidity of Z, in eem channel", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$', units: ''} + observable_name: PTZ-EEM + process_type: PTZ + ndata: 11 + tables: [7] + kinematics: + variables: + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + file: kinematics_ptz_eem.yaml + data_central: data_ptz_eem.yaml + data_uncertainties: + - uncertainties_ptz_eem.yaml + kinematic_coverage: [ptZ] + plotting: + dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + x_scale: log + plot_x: ptZ + y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + theory: + FK_tables: + - - + operation: 'null' + +- observable: {description: "fractional cross section w.r.t. rapidity of Z, in emm channel", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$', units: ''} + observable_name: PTZ-EMM + process_type: PTZ + ndata: 11 + tables: [8] + kinematics: + variables: + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + file: kinematics_ptz_emm.yaml + data_central: data_ptz_emm.yaml + data_uncertainties: + - uncertainties_ptz_emm.yaml + kinematic_coverage: [ptZ] + plotting: + dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + x_scale: log + plot_x: ptZ + y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + theory: + FK_tables: + - - + operation: 'null' + +- observable: {description: "fractional cross section w.r.t. rapidity of Z, in mmm channel", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$', units: ''} + observable_name: PTZ-MMM + process_type: PTZ + ndata: 11 + tables: [8] + kinematics: + variables: + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + file: kinematics_ptz_mmm.yaml + data_central: data_ptz_mmm.yaml + data_uncertainties: + - uncertainties_ptz_mmm.yaml + kinematic_coverage: [ptZ] + plotting: + dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + x_scale: log + plot_x: ptZ + y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' theory: FK_tables: - - From c378869cd90662dc627f4fb7274d80affcbb9f4d Mon Sep 17 00:00:00 2001 From: t7phy <99052355+t7phy@users.noreply.github.com> Date: Tue, 25 Mar 2025 13:55:17 +0100 Subject: [PATCH 5/9] atlas wz metadata --- .../ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml | 74 +++++++++++++++---- .../CMS_2VBP-WZ_13TEV_DIF/metadata.yaml | 10 +-- 2 files changed, 65 insertions(+), 19 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml index cc928ed440..d88da89eec 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml @@ -17,24 +17,70 @@ version_comment: "Initial implementation" implemented_observables: -- observable: {description: "", label: '', units: ''} - observable_name: - process_type: - ndata: - tables: [] +- observable: {description: "fiducial differential cross section wrt pT of Z", label: '$\frac{d\sigma_{fid}}{dp_{T,Z}}$', units: '$fb/GeV$'} + observable_name: PTZ + process_type: PTZ + ndata: 7 + tables: [8] kinematics: variables: - name: {description: "", label: '', units: ''} - file: - data_central: + ptZ: {description: "rapidity of Z", label: '$p_{T,Z}$', units: 'GeV'} + file: kinematics_ptz.yaml + data_central: data_ptz.yaml data_uncertainties: - - - kinematic_coverage: [name] + - uncertainties_ptz.yaml + kinematic_coverage: [ptZ] plotting: - dataset_label: '' - x_scale: - plot_x: - y_label: '' + dataset_label: 'ATLAS 13TeV WZ production: $\frac{d\sigma_{fid}}{dp_{T,Z}}$' + x_scale: log + plot_x: ptZ + y_label: '$\frac{d\sigma_{fid}}{dp_{T,Z}}$' + theory: + FK_tables: + - - + operation: 'null' + +- observable: {description: "fiducial differential cross section wrt pT of W", label: '$\frac{d\sigma_{fid}}{dp_{T,W}}$', units: '$fb/GeV$'} + observable_name: PTW + process_type: PTW + ndata: 7 + tables: [10] + kinematics: + variables: + ptW: {description: "rapidity of W", label: '$p_{T,W}$', units: 'GeV'} + file: kinematics_ptw.yaml + data_central: data_ptw.yaml + data_uncertainties: + - uncertainties_ptw.yaml + kinematic_coverage: [ptW] + plotting: + dataset_label: 'ATLAS 13TeV WZ production: $\frac{d\sigma_{fid}}{dp_{T,W}}$' + x_scale: log + plot_x: ptW + y_label: '$\frac{d\sigma_{fid}}{dp_{T,W}}$' + theory: + FK_tables: + - - + operation: 'null' + +- observable: {description: "fiducial differential cross section wrt transverse mass of WZ", label: '$\frac{d\sigma_{fid}}{dm_{T,WZ}}$', units: '$fb/GeV$'} + observable_name: MTWZ + process_type: MTWZ + ndata: 7 + tables: [12] + kinematics: + variables: + mtWZ: {description: "transverse mass of WZ", label: '$m_{T,WZ}$', units: 'GeV'} + file: kinematics_mtwz.yaml + data_central: data_mtwz.yaml + data_uncertainties: + - uncertainties_mtwz.yaml + kinematic_coverage: [mtWZ] + plotting: + dataset_label: 'ATLAS 13TeV WZ production: $\frac{d\sigma_{fid}}{dm_{T,WZ}}$' + x_scale: log + plot_x: mtWZ + y_label: '$\frac{d\sigma_{fid}}{dm_{T,WZ}}$' theory: FK_tables: - - diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml index b4996328d7..a36b22f000 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml @@ -31,7 +31,7 @@ implemented_observables: - uncertainties_ptz_comb.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' @@ -54,7 +54,7 @@ implemented_observables: - uncertainties_ptz_eee.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' @@ -77,7 +77,7 @@ implemented_observables: - uncertainties_ptz_eem.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' @@ -100,7 +100,7 @@ implemented_observables: - uncertainties_ptz_emm.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' @@ -123,7 +123,7 @@ implemented_observables: - uncertainties_ptz_mmm.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'ATLAS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' From bae20e2d9be6124778cafdc4bdf3e45ea23f82da Mon Sep 17 00:00:00 2001 From: t7phy <99052355+t7phy@users.noreply.github.com> Date: Tue, 25 Mar 2025 15:06:22 +0100 Subject: [PATCH 6/9] atlas ww metadata --- .../ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml | 74 +++++++++++++++---- .../ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml | 12 +-- .../CMS_2VBP-WZ_13TEV_DIF/metadata.yaml | 20 ++--- 3 files changed, 76 insertions(+), 30 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml index 23c3658b82..8697ce39c7 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml @@ -17,25 +17,71 @@ version_comment: "Initial implementation" implemented_observables: -- observable: {description: "", label: '', units: ''} - observable_name: - process_type: - ndata: - tables: [] +- observable: {description: "fiducial differential cross section wrt invariant mass of e + mu", label: '$\frac{d\sigma}{dm_{e\mu}}$', units: '$fb/GeV$'} + observable_name: MEM + process_type: MEM + ndata: 13 + tables: [7] kinematics: variables: - name: {description: "", label: '', units: ''} - file: - data_central: + m_em: {description: "invariant mass of e + mu", label: '$m_{e\mu}$', units: 'GeV'} + file: kinematics_mem.yaml + data_central: data_mem.yaml data_uncertainties: - - - kinematic_coverage: [name] + - uncertainties_mem.yaml + kinematic_coverage: [m_em] plotting: - dataset_label: '' - x_scale: - plot_x: - y_label: '' + dataset_label: 'ATLAS 13 TeV WW production: $\frac{d\sigma}{dm_{e\mu}}$' + x_scale: log + plot_x: m_em + y_label: '$\frac{d\sigma}{dm_{e\mu}}$' theory: FK_tables: - - operation: 'null' + +- observable: {description: "fiducial differential cross section wrt pT of e + mu", label: '$\frac{d\sigma}{dp_{T,e\mu}}$', units: '$fb/GeV$'} + observable_name: PTEM + process_type: PTEM + ndata: 13 + tables: [8] + kinematics: + variables: + pt_em: {description: "pT of e + mu", label: '$p_{T,e\mu}$', units: 'GeV'} + file: kinematics_ptem.yaml + data_central: data_ptem.yaml + data_uncertainties: + - uncertainties_ptem.yaml + kinematic_coverage: [pt_em] + plotting: + dataset_label: 'ATLAS 13 TeV WW production: $\frac{d\sigma}{dp_{T,e\mu}}$' + x_scale: log + plot_x: pt_em + y_label: '$\frac{d\sigma}{dp_{T,e\mu}}$' + theory: + FK_tables: + - - + operation: 'null' + +- observable: {description: "fiducial differential cross section wrt absolute rapidity of e + mu", label: '$\frac{d\sigma}{d|y_{e\mu}|}$', units: '$fb$'} + observable_name: YEM + process_type: YEM + ndata: 13 + tables: [9] + kinematics: + variables: + y_em: {description: "absolute rapidity of e + mu", label: '$|y_{e\mu}|$', units: ''} + file: kinematics_yem.yaml + data_central: data_yem.yaml + data_uncertainties: + - uncertainties_yem.yaml + kinematic_coverage: [y_em] + plotting: + dataset_label: 'ATLAS 13 TeV WW production: $\frac{d\sigma}{d|y_{e\mu}|}$' + x_scale: linear + plot_x: y_em + y_label: '$\frac{d\sigma}{d|y_{e\mu}|}$' + theory: + FK_tables: + - - + operation: 'null' \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml index d88da89eec..b0708a3ffd 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml @@ -24,14 +24,14 @@ implemented_observables: tables: [8] kinematics: variables: - ptZ: {description: "rapidity of Z", label: '$p_{T,Z}$', units: 'GeV'} + ptZ: {description: "rapidity of Z", label: '$p_{T,Z}$', units: '$GeV$'} file: kinematics_ptz.yaml data_central: data_ptz.yaml data_uncertainties: - uncertainties_ptz.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'ATLAS 13TeV WZ production: $\frac{d\sigma_{fid}}{dp_{T,Z}}$' + dataset_label: 'ATLAS 13 TeV WZ production: $\frac{d\sigma_{fid}}{dp_{T,Z}}$' x_scale: log plot_x: ptZ y_label: '$\frac{d\sigma_{fid}}{dp_{T,Z}}$' @@ -47,14 +47,14 @@ implemented_observables: tables: [10] kinematics: variables: - ptW: {description: "rapidity of W", label: '$p_{T,W}$', units: 'GeV'} + ptW: {description: "rapidity of W", label: '$p_{T,W}$', units: '$GeV$'} file: kinematics_ptw.yaml data_central: data_ptw.yaml data_uncertainties: - uncertainties_ptw.yaml kinematic_coverage: [ptW] plotting: - dataset_label: 'ATLAS 13TeV WZ production: $\frac{d\sigma_{fid}}{dp_{T,W}}$' + dataset_label: 'ATLAS 13 TeV WZ production: $\frac{d\sigma_{fid}}{dp_{T,W}}$' x_scale: log plot_x: ptW y_label: '$\frac{d\sigma_{fid}}{dp_{T,W}}$' @@ -70,14 +70,14 @@ implemented_observables: tables: [12] kinematics: variables: - mtWZ: {description: "transverse mass of WZ", label: '$m_{T,WZ}$', units: 'GeV'} + mtWZ: {description: "transverse mass of WZ", label: '$m_{T,WZ}$', units: '$GeV$'} file: kinematics_mtwz.yaml data_central: data_mtwz.yaml data_uncertainties: - uncertainties_mtwz.yaml kinematic_coverage: [mtWZ] plotting: - dataset_label: 'ATLAS 13TeV WZ production: $\frac{d\sigma_{fid}}{dm_{T,WZ}}$' + dataset_label: 'ATLAS 13 TeV WZ production: $\frac{d\sigma_{fid}}{dm_{T,WZ}}$' x_scale: log plot_x: mtWZ y_label: '$\frac{d\sigma_{fid}}{dm_{T,WZ}}$' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml index a36b22f000..a7c345a022 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml @@ -24,14 +24,14 @@ implemented_observables: tables: [9] kinematics: variables: - ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: '$GeV$'} file: kinematics_ptz_comb.yaml data_central: data_ptz_comb.yaml data_uncertainties: - uncertainties_ptz_comb.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13 TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' @@ -47,14 +47,14 @@ implemented_observables: tables: [7] kinematics: variables: - ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: '$GeV$'} file: kinematics_ptz_eee.yaml data_central: data_ptz_eee.yaml data_uncertainties: - uncertainties_ptz_eee.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13 TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' @@ -70,14 +70,14 @@ implemented_observables: tables: [7] kinematics: variables: - ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: '$GeV$'} file: kinematics_ptz_eem.yaml data_central: data_ptz_eem.yaml data_uncertainties: - uncertainties_ptz_eem.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13 TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' @@ -93,14 +93,14 @@ implemented_observables: tables: [8] kinematics: variables: - ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: '$GeV$'} file: kinematics_ptz_emm.yaml data_central: data_ptz_emm.yaml data_uncertainties: - uncertainties_ptz_emm.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13 TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' @@ -116,14 +116,14 @@ implemented_observables: tables: [8] kinematics: variables: - ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: 'GeV'} + ptZ: {description: "pT of Z", label: '$p_{T,Z}$$', units: '$GeV$'} file: kinematics_ptz_mmm.yaml data_central: data_ptz_mmm.yaml data_uncertainties: - uncertainties_ptz_mmm.yaml kinematic_coverage: [ptZ] plotting: - dataset_label: 'CMS 13TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' + dataset_label: 'CMS 13 TeV WZ production: $\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' From edc0188f6605dfcc571274375d06b1d9a80959c1 Mon Sep 17 00:00:00 2001 From: t7phy <99052355+t7phy@users.noreply.github.com> Date: Wed, 26 Mar 2025 07:24:45 +0100 Subject: [PATCH 7/9] complete cms wz implementation --- .../data_central_ptz_comb.yaml | 12 + .../data_central_ptz_eee.yaml | 12 + .../data_central_ptz_eem.yaml | 12 + .../data_central_ptz_emm.yaml | 12 + .../data_central_ptz_mmm.yaml | 12 + .../CMS_2VBP-WZ_13TEV_DIF/filter.py | 272 ++++++++++++++++++ .../kinematics_ptz_comb.yaml | 45 +++ .../kinematics_ptz_eee.yaml | 45 +++ .../kinematics_ptz_eem.yaml | 45 +++ .../kinematics_ptz_emm.yaml | 45 +++ .../kinematics_ptz_mmm.yaml | 45 +++ .../CMS_2VBP-WZ_13TEV_DIF/metadata.yaml | 40 +-- .../uncertainties_ptz_comb.yaml | 47 +++ .../uncertainties_ptz_eee.yaml | 47 +++ .../uncertainties_ptz_eem.yaml | 47 +++ .../uncertainties_ptz_emm.yaml | 47 +++ .../uncertainties_ptz_mmm.yaml | 47 +++ 17 files changed, 812 insertions(+), 20 deletions(-) create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_comb.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_eee.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_eem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_emm.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_mmm.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_comb.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_eee.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_eem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_emm.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_mmm.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_comb.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_eee.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_eem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_emm.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_mmm.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_comb.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_comb.yaml new file mode 100644 index 0000000000..6da9204f36 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_comb.yaml @@ -0,0 +1,12 @@ +data_cental: +- 0.041 +- 0.118 +- 0.172 +- 0.179 +- 0.158 +- 0.102 +- 0.098 +- 0.061 +- 0.039 +- 0.02 +- 0.011 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_eee.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_eee.yaml new file mode 100644 index 0000000000..81a5b2019c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_eee.yaml @@ -0,0 +1,12 @@ +data_cental: +- 0.024 +- 0.102 +- 0.169 +- 0.122 +- 0.18 +- 0.132 +- 0.092 +- 0.078 +- 0.053 +- 0.037 +- 0.01 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_eem.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_eem.yaml new file mode 100644 index 0000000000..2edb6d555f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_eem.yaml @@ -0,0 +1,12 @@ +data_cental: +- 0.033 +- 0.101 +- 0.177 +- 0.188 +- 0.148 +- 0.103 +- 0.08 +- 0.09 +- 0.049 +- 0.015 +- 0.015 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_emm.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_emm.yaml new file mode 100644 index 0000000000..347c407de5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_emm.yaml @@ -0,0 +1,12 @@ +data_cental: +- 0.052 +- 0.132 +- 0.175 +- 0.186 +- 0.149 +- 0.083 +- 0.108 +- 0.043 +- 0.041 +- 0.02 +- 0.01 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_mmm.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_mmm.yaml new file mode 100644 index 0000000000..0288794b54 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/data_central_ptz_mmm.yaml @@ -0,0 +1,12 @@ +data_cental: +- 0.039 +- 0.122 +- 0.171 +- 0.182 +- 0.165 +- 0.108 +- 0.102 +- 0.051 +- 0.031 +- 0.019 +- 0.011 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/filter.py index e69de29bb2..f0137dfba5 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/filter.py @@ -0,0 +1,272 @@ +import yaml + +from nnpdf_data.filter_utils.utils import prettify_float + +yaml.add_representer(float, prettify_float) + + +def magic(): + with open('metadata.yaml', 'r') as f: + metadata = yaml.safe_load(f) + + ndat_ptz_comb = metadata['implemented_observables'][0]['ndata'] + ndat_ptz_eee = metadata['implemented_observables'][1]['ndata'] + ndat_ptz_eem = metadata['implemented_observables'][2]['ndata'] + ndat_ptz_emm = metadata['implemented_observables'][3]['ndata'] + ndat_ptz_mmm = metadata['implemented_observables'][4]['ndata'] + + data_central_ptz_comb = [] + kin_ptz_comb = [] + error_ptz_comb = [] + + data_central_ptz_eee = [] + kin_ptz_eee = [] + error_ptz_eee = [] + + data_central_ptz_eem = [] + kin_ptz_eem = [] + error_ptz_eem = [] + + data_central_ptz_emm = [] + kin_ptz_emm = [] + error_ptz_emm = [] + + data_central_ptz_mmm = [] + kin_ptz_mmm = [] + error_ptz_mmm = [] + + ptZ_bins_edges = [0, 10, 20, 30, 50, 70, 90, 110, 130, 160, 200, 300] + + # ptz_comb data + + hepdata_tab1 = "rawdata/table_9.yaml" + with open(hepdata_tab1, 'r') as f: + input1 = yaml.safe_load(f) + + for i in range(ndat_ptz_comb): + data_central_value = input1['dependent_variables'][0]['values'][i]['value'] + data_central_ptz_comb.append(float(data_central_value)) + ptZ_min = ptZ_bins_edges[i] + ptZ_max = ptZ_bins_edges[i + 1] + kin_value = {'ptZ': {'min': ptZ_min, 'mid': None, 'max': ptZ_max}} + kin_ptz_comb.append(kin_value) + error_value = {} + error_value['stat'] = input1['dependent_variables'][1]['values'][i]['errors'][0]['symerror'] + error_value['bgr'] = input1['dependent_variables'][2]['values'][i]['errors'][0]['symerror'] + error_value['sys'] = input1['dependent_variables'][3]['values'][i]['errors'][0]['symerror'] + error_ptz_comb.append(error_value) + + error_definition_ptz_comb = {} + error_definition_ptz_comb['stat'] = { + 'definition': 'statistical uncertainty', + 'treatment': 'ADD', + 'type': 'UNCORR', + } + error_definition_ptz_comb['bgr'] = { + 'definition': 'background uncertainty', + 'treatment': 'MULT', + 'type': 'CORR', + } + error_definition_ptz_comb['sys'] = { + 'definition': 'systematic uncertainty', + 'treatment': 'MULT', + 'type': 'CORR', + } + + data_central_ptz_comb_yaml = {'data_cental': data_central_ptz_comb} + kinematics_ptz_comb_yaml = {'bins': kin_ptz_comb} + uncertainties_ptz_comb_yaml = {'definitions': error_definition_ptz_comb, 'bins': error_ptz_comb} + + with open('data_central_ptz_comb.yaml', 'w') as f: + yaml.dump(data_central_ptz_comb_yaml, f, sort_keys=False) + + with open('kinematics_ptz_comb.yaml', 'w') as f: + yaml.dump(kinematics_ptz_comb_yaml, f, sort_keys=False) + + with open('uncertainties_ptz_comb.yaml', 'w') as f: + yaml.dump(uncertainties_ptz_comb_yaml, f, sort_keys=False) + + # ptz_eee data + + hepdata_tab2 = "rawdata/table_7.yaml" + with open(hepdata_tab2, 'r') as f: + input2 = yaml.safe_load(f) + + for i in range(ndat_ptz_eee): + data_central_value = input2['dependent_variables'][0]['values'][i + 1]['value'] + data_central_ptz_eee.append(float(data_central_value)) + ptZ_min = ptZ_bins_edges[i] + ptZ_max = ptZ_bins_edges[i + 1] + kin_value = {'ptZ': {'min': ptZ_min, 'mid': None, 'max': ptZ_max}} + kin_ptz_eee.append(kin_value) + error_value = {} + error_value['stat'] = input2['dependent_variables'][1]['values'][i + 1]['errors'][0][ + 'symerror' + ] + error_value['bgr'] = input2['dependent_variables'][2]['values'][i + 1]['errors'][0][ + 'symerror' + ] + error_value['sys'] = input2['dependent_variables'][3]['values'][i + 1]['errors'][0][ + 'symerror' + ] + error_ptz_eee.append(error_value) + + error_definition_ptz_eee = {} + error_definition_ptz_eee['stat'] = { + 'definition': 'statistical uncertainty', + 'treatment': 'ADD', + 'type': 'UNCORR', + } + error_definition_ptz_eee['bgr'] = { + 'definition': 'background uncertainty', + 'treatment': 'MULT', + 'type': 'CORR', + } + error_definition_ptz_eee['sys'] = { + 'definition': 'systematic uncertainty', + 'treatment': 'MULT', + 'type': 'CORR', + } + + data_central_ptz_eee_yaml = {'data_cental': data_central_ptz_eee} + kinematics_ptz_eee_yaml = {'bins': kin_ptz_eee} + uncertainties_ptz_eee_yaml = {'definitions': error_definition_ptz_eee, 'bins': error_ptz_eee} + + with open('data_central_ptz_eee.yaml', 'w') as f: + yaml.dump(data_central_ptz_eee_yaml, f, sort_keys=False) + + with open('kinematics_ptz_eee.yaml', 'w') as f: + yaml.dump(kinematics_ptz_eee_yaml, f, sort_keys=False) + + with open('uncertainties_ptz_eee.yaml', 'w') as f: + yaml.dump(uncertainties_ptz_eee_yaml, f, sort_keys=False) + + # ptz_eem data + + for i in range(ndat_ptz_eem): + data_central_value = input2['dependent_variables'][0]['values'][i + 2 + ndat_ptz_eee][ + 'value' + ] + data_central_ptz_eem.append(float(data_central_value)) + ptZ_min = ptZ_bins_edges[i] + ptZ_max = ptZ_bins_edges[i + 1] + kin_value = {'ptZ': {'min': ptZ_min, 'mid': None, 'max': ptZ_max}} + kin_ptz_eem.append(kin_value) + error_value = {} + error_value['stat'] = input2['dependent_variables'][1]['values'][i + 2 + ndat_ptz_eee][ + 'errors' + ][0]['symerror'] + error_value['bgr'] = input2['dependent_variables'][2]['values'][i + 2 + ndat_ptz_eee][ + 'errors' + ][0]['symerror'] + error_value['sys'] = input2['dependent_variables'][3]['values'][i + 2 + ndat_ptz_eee][ + 'errors' + ][0]['symerror'] + error_ptz_eem.append(error_value) + + data_central_ptz_eem_yaml = {'data_cental': data_central_ptz_eem} + kinematics_ptz_eem_yaml = {'bins': kin_ptz_eem} + uncertainties_ptz_eem_yaml = {'definitions': error_definition_ptz_eee, 'bins': error_ptz_eem} + + with open('data_central_ptz_eem.yaml', 'w') as f: + yaml.dump(data_central_ptz_eem_yaml, f, sort_keys=False) + + with open('kinematics_ptz_eem.yaml', 'w') as f: + yaml.dump(kinematics_ptz_eem_yaml, f, sort_keys=False) + + with open('uncertainties_ptz_eem.yaml', 'w') as f: + yaml.dump(uncertainties_ptz_eem_yaml, f, sort_keys=False) + + # ptz_emm data + + hepdata_tab3 = "rawdata/table_8.yaml" + with open(hepdata_tab3, 'r') as f: + input3 = yaml.safe_load(f) + + for i in range(ndat_ptz_emm): + data_central_value = input3['dependent_variables'][0]['values'][i + 1]['value'] + data_central_ptz_emm.append(float(data_central_value)) + ptZ_min = ptZ_bins_edges[i] + ptZ_max = ptZ_bins_edges[i + 1] + kin_value = {'ptZ': {'min': ptZ_min, 'mid': None, 'max': ptZ_max}} + kin_ptz_emm.append(kin_value) + error_value = {} + error_value['stat'] = input3['dependent_variables'][1]['values'][i + 1]['errors'][0][ + 'symerror' + ] + error_value['bgr'] = input3['dependent_variables'][2]['values'][i + 1]['errors'][0][ + 'symerror' + ] + error_value['sys'] = input3['dependent_variables'][3]['values'][i + 1]['errors'][0][ + 'symerror' + ] + error_ptz_emm.append(error_value) + + error_definition_ptz_emm = {} + error_definition_ptz_emm['stat'] = { + 'definition': 'statistical uncertainty', + 'treatment': 'ADD', + 'type': 'UNCORR', + } + error_definition_ptz_emm['bgr'] = { + 'definition': 'background uncertainty', + 'treatment': 'MULT', + 'type': 'CORR', + } + error_definition_ptz_emm['sys'] = { + 'definition': 'systematic uncertainty', + 'treatment': 'MULT', + 'type': 'CORR', + } + + data_central_ptz_emm_yaml = {'data_cental': data_central_ptz_emm} + kinematics_ptz_emm_yaml = {'bins': kin_ptz_emm} + uncertainties_ptz_emm_yaml = {'definitions': error_definition_ptz_emm, 'bins': error_ptz_emm} + + with open('data_central_ptz_emm.yaml', 'w') as f: + yaml.dump(data_central_ptz_emm_yaml, f, sort_keys=False) + + with open('kinematics_ptz_emm.yaml', 'w') as f: + yaml.dump(kinematics_ptz_emm_yaml, f, sort_keys=False) + + with open('uncertainties_ptz_emm.yaml', 'w') as f: + yaml.dump(uncertainties_ptz_emm_yaml, f, sort_keys=False) + + # ptz_mmm data + + for i in range(ndat_ptz_mmm): + data_central_value = input3['dependent_variables'][0]['values'][i + 2 + ndat_ptz_emm][ + 'value' + ] + data_central_ptz_mmm.append(float(data_central_value)) + ptZ_min = ptZ_bins_edges[i] + ptZ_max = ptZ_bins_edges[i + 1] + kin_value = {'ptZ': {'min': ptZ_min, 'mid': None, 'max': ptZ_max}} + kin_ptz_mmm.append(kin_value) + error_value = {} + error_value['stat'] = input3['dependent_variables'][1]['values'][i + 2 + ndat_ptz_emm][ + 'errors' + ][0]['symerror'] + error_value['bgr'] = input3['dependent_variables'][2]['values'][i + 2 + ndat_ptz_emm][ + 'errors' + ][0]['symerror'] + error_value['sys'] = input3['dependent_variables'][3]['values'][i + 2 + ndat_ptz_emm][ + 'errors' + ][0]['symerror'] + error_ptz_mmm.append(error_value) + + data_central_ptz_mmm_yaml = {'data_cental': data_central_ptz_mmm} + kinematics_ptz_mmm_yaml = {'bins': kin_ptz_mmm} + uncertainties_ptz_mmm_yaml = {'definitions': error_definition_ptz_emm, 'bins': error_ptz_mmm} + + with open('data_central_ptz_mmm.yaml', 'w') as f: + yaml.dump(data_central_ptz_mmm_yaml, f, sort_keys=False) + + with open('kinematics_ptz_mmm.yaml', 'w') as f: + yaml.dump(kinematics_ptz_mmm_yaml, f, sort_keys=False) + + with open('uncertainties_ptz_mmm.yaml', 'w') as f: + yaml.dump(uncertainties_ptz_mmm_yaml, f, sort_keys=False) + + +magic() diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_comb.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_comb.yaml new file mode 100644 index 0000000000..32d8951035 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_comb.yaml @@ -0,0 +1,45 @@ +bins: +- ptZ: + min: 0 + mid: null + max: 10 +- ptZ: + min: 10 + mid: null + max: 20 +- ptZ: + min: 20 + mid: null + max: 30 +- ptZ: + min: 30 + mid: null + max: 50 +- ptZ: + min: 50 + mid: null + max: 70 +- ptZ: + min: 70 + mid: null + max: 90 +- ptZ: + min: 90 + mid: null + max: 110 +- ptZ: + min: 110 + mid: null + max: 130 +- ptZ: + min: 130 + mid: null + max: 160 +- ptZ: + min: 160 + mid: null + max: 200 +- ptZ: + min: 200 + mid: null + max: 300 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_eee.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_eee.yaml new file mode 100644 index 0000000000..32d8951035 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_eee.yaml @@ -0,0 +1,45 @@ +bins: +- ptZ: + min: 0 + mid: null + max: 10 +- ptZ: + min: 10 + mid: null + max: 20 +- ptZ: + min: 20 + mid: null + max: 30 +- ptZ: + min: 30 + mid: null + max: 50 +- ptZ: + min: 50 + mid: null + max: 70 +- ptZ: + min: 70 + mid: null + max: 90 +- ptZ: + min: 90 + mid: null + max: 110 +- ptZ: + min: 110 + mid: null + max: 130 +- ptZ: + min: 130 + mid: null + max: 160 +- ptZ: + min: 160 + mid: null + max: 200 +- ptZ: + min: 200 + mid: null + max: 300 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_eem.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_eem.yaml new file mode 100644 index 0000000000..32d8951035 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_eem.yaml @@ -0,0 +1,45 @@ +bins: +- ptZ: + min: 0 + mid: null + max: 10 +- ptZ: + min: 10 + mid: null + max: 20 +- ptZ: + min: 20 + mid: null + max: 30 +- ptZ: + min: 30 + mid: null + max: 50 +- ptZ: + min: 50 + mid: null + max: 70 +- ptZ: + min: 70 + mid: null + max: 90 +- ptZ: + min: 90 + mid: null + max: 110 +- ptZ: + min: 110 + mid: null + max: 130 +- ptZ: + min: 130 + mid: null + max: 160 +- ptZ: + min: 160 + mid: null + max: 200 +- ptZ: + min: 200 + mid: null + max: 300 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_emm.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_emm.yaml new file mode 100644 index 0000000000..32d8951035 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_emm.yaml @@ -0,0 +1,45 @@ +bins: +- ptZ: + min: 0 + mid: null + max: 10 +- ptZ: + min: 10 + mid: null + max: 20 +- ptZ: + min: 20 + mid: null + max: 30 +- ptZ: + min: 30 + mid: null + max: 50 +- ptZ: + min: 50 + mid: null + max: 70 +- ptZ: + min: 70 + mid: null + max: 90 +- ptZ: + min: 90 + mid: null + max: 110 +- ptZ: + min: 110 + mid: null + max: 130 +- ptZ: + min: 130 + mid: null + max: 160 +- ptZ: + min: 160 + mid: null + max: 200 +- ptZ: + min: 200 + mid: null + max: 300 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_mmm.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_mmm.yaml new file mode 100644 index 0000000000..32d8951035 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/kinematics_ptz_mmm.yaml @@ -0,0 +1,45 @@ +bins: +- ptZ: + min: 0 + mid: null + max: 10 +- ptZ: + min: 10 + mid: null + max: 20 +- ptZ: + min: 20 + mid: null + max: 30 +- ptZ: + min: 30 + mid: null + max: 50 +- ptZ: + min: 50 + mid: null + max: 70 +- ptZ: + min: 70 + mid: null + max: 90 +- ptZ: + min: 90 + mid: null + max: 110 +- ptZ: + min: 110 + mid: null + max: 130 +- ptZ: + min: 130 + mid: null + max: 160 +- ptZ: + min: 160 + mid: null + max: 200 +- ptZ: + min: 200 + mid: null + max: 300 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml index a7c345a022..6f35a61325 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/metadata.yaml @@ -35,10 +35,10 @@ implemented_observables: x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' - theory: - FK_tables: - - - - operation: 'null' + # theory: + # FK_tables: + # - - + # operation: 'null' - observable: {description: "fractional cross section w.r.t. rapidity of Z, in eee channel", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$', units: ''} observable_name: PTZ-EEE @@ -58,10 +58,10 @@ implemented_observables: x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' - theory: - FK_tables: - - - - operation: 'null' + # theory: + # FK_tables: + # - - + # operation: 'null' - observable: {description: "fractional cross section w.r.t. rapidity of Z, in eem channel", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$', units: ''} observable_name: PTZ-EEM @@ -81,10 +81,10 @@ implemented_observables: x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' - theory: - FK_tables: - - - - operation: 'null' + # theory: + # FK_tables: + # - - + # operation: 'null' - observable: {description: "fractional cross section w.r.t. rapidity of Z, in emm channel", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$', units: ''} observable_name: PTZ-EMM @@ -104,10 +104,10 @@ implemented_observables: x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' - theory: - FK_tables: - - - - operation: 'null' + # theory: + # FK_tables: + # - - + # operation: 'null' - observable: {description: "fractional cross section w.r.t. rapidity of Z, in mmm channel", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$', units: ''} observable_name: PTZ-MMM @@ -127,7 +127,7 @@ implemented_observables: x_scale: log plot_x: ptZ y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_{T,Z)}$' - theory: - FK_tables: - - - - operation: 'null' + # theory: + # FK_tables: + # - - + # operation: 'null' diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_comb.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_comb.yaml new file mode 100644 index 0000000000..3031b2d074 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_comb.yaml @@ -0,0 +1,47 @@ +definitions: + stat: + definition: statistical uncertainty + treatment: ADD + type: UNCORR + bgr: + definition: background uncertainty + treatment: MULT + type: CORR + sys: + definition: systematic uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.006 + bgr: 0.001 + sys: 0.001 +- stat: 0.01 + bgr: 0.002 + sys: 0.002 +- stat: 0.013 + bgr: 0.003 + sys: 0.004 +- stat: 0.009 + bgr: 0.003 + sys: 0.001 +- stat: 0.008 + bgr: 0.003 + sys: 0.003 +- stat: 0.007 + bgr: 0.003 + sys: 0.001 +- stat: 0.007 + bgr: 0.002 + sys: 0.002 +- stat: 0.006 + bgr: 0.001 + sys: 0.001 +- stat: 0.004 + bgr: 0.001 + sys: 0.002 +- stat: 0.002 + bgr: 0.001 + sys: 0.001 +- stat: 0.001 + bgr: 0.00025 + sys: 0.001 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_eee.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_eee.yaml new file mode 100644 index 0000000000..d78edc7e04 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_eee.yaml @@ -0,0 +1,47 @@ +definitions: + stat: + definition: statistical uncertainty + treatment: ADD + type: UNCORR + bgr: + definition: background uncertainty + treatment: MULT + type: CORR + sys: + definition: systematic uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.016 + bgr: 0.002 + sys: 0.005 +- stat: 0.03 + bgr: 0.006 + sys: 0.005 +- stat: 0.039 + bgr: 0.01 + sys: 0.007 +- stat: 0.024 + bgr: 0.007 + sys: 0.006 +- stat: 0.027 + bgr: 0.006 + sys: 0.005 +- stat: 0.023 + bgr: 0.005 + sys: 0.004 +- stat: 0.02 + bgr: 0.006 + sys: 0.004 +- stat: 0.018 + bgr: 0.004 + sys: 0.005 +- stat: 0.012 + bgr: 0.002 + sys: 0.004 +- stat: 0.008 + bgr: 0.001 + sys: 0.001 +- stat: 0.003 + bgr: 0.00025 + sys: 0.001 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_eem.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_eem.yaml new file mode 100644 index 0000000000..97ccbed9b0 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_eem.yaml @@ -0,0 +1,47 @@ +definitions: + stat: + definition: statistical uncertainty + treatment: ADD + type: UNCORR + bgr: + definition: background uncertainty + treatment: MULT + type: CORR + sys: + definition: systematic uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.013 + bgr: 0.002 + sys: 0.005 +- stat: 0.023 + bgr: 0.003 + sys: 0.005 +- stat: 0.03 + bgr: 0.004 + sys: 0.005 +- stat: 0.02 + bgr: 0.003 + sys: 0.003 +- stat: 0.019 + bgr: 0.003 + sys: 0.003 +- stat: 0.016 + bgr: 0.003 + sys: 0.005 +- stat: 0.015 + bgr: 0.003 + sys: 0.003 +- stat: 0.015 + bgr: 0.002 + sys: 0.003 +- stat: 0.009 + bgr: 0.001 + sys: 0.002 +- stat: 0.005 + bgr: 0.001 + sys: 0.001 +- stat: 0.003 + bgr: 0.00025 + sys: 0.00025 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_emm.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_emm.yaml new file mode 100644 index 0000000000..1a12224303 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_emm.yaml @@ -0,0 +1,47 @@ +definitions: + stat: + definition: statistical uncertainty + treatment: ADD + type: UNCORR + bgr: + definition: background uncertainty + treatment: MULT + type: CORR + sys: + definition: systematic uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.012 + bgr: 0.001 + sys: 0.003 +- stat: 0.021 + bgr: 0.004 + sys: 0.005 +- stat: 0.024 + bgr: 0.005 + sys: 0.007 +- stat: 0.017 + bgr: 0.005 + sys: 0.004 +- stat: 0.015 + bgr: 0.005 + sys: 0.002 +- stat: 0.013 + bgr: 0.004 + sys: 0.004 +- stat: 0.014 + bgr: 0.004 + sys: 0.006 +- stat: 0.01 + bgr: 0.002 + sys: 0.005 +- stat: 0.008 + bgr: 0.002 + sys: 0.003 +- stat: 0.005 + bgr: 0.001 + sys: 0.002 +- stat: 0.002 + bgr: 0.00025 + sys: 0.001 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_mmm.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_mmm.yaml new file mode 100644 index 0000000000..c7ea2fb6fc --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_2VBP-WZ_13TEV_DIF/uncertainties_ptz_mmm.yaml @@ -0,0 +1,47 @@ +definitions: + stat: + definition: statistical uncertainty + treatment: ADD + type: UNCORR + bgr: + definition: background uncertainty + treatment: MULT + type: CORR + sys: + definition: systematic uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.009 + bgr: 0.001 + sys: 0.003 +- stat: 0.016 + bgr: 0.002 + sys: 0.005 +- stat: 0.02 + bgr: 0.002 + sys: 0.004 +- stat: 0.013 + bgr: 0.003 + sys: 0.003 +- stat: 0.013 + bgr: 0.003 + sys: 0.007 +- stat: 0.012 + bgr: 0.002 + sys: 0.003 +- stat: 0.011 + bgr: 0.001 + sys: 0.002 +- stat: 0.009 + bgr: 0.002 + sys: 0.002 +- stat: 0.006 + bgr: 0.001 + sys: 0.001 +- stat: 0.004 + bgr: 0.001 + sys: 0.001 +- stat: 0.001 + bgr: 0.00025 + sys: 0.001 From 0d3314026381c11c364f8f13651f2cc5a6812745 Mon Sep 17 00:00:00 2001 From: t7phy <99052355+t7phy@users.noreply.github.com> Date: Fri, 28 Mar 2025 18:16:44 +0100 Subject: [PATCH 8/9] atlas ww completed --- .../ATLAS_2VBP-WW_13TEV_DIF/data_mem.yaml | 14 + .../ATLAS_2VBP-WW_13TEV_DIF/data_ptem.yaml | 16 + .../ATLAS_2VBP-WW_13TEV_DIF/data_yem.yaml | 12 + .../ATLAS_2VBP-WW_13TEV_DIF/filter.py | 221 ++++++++++++++ .../kinematics_mem.yaml | 53 ++++ .../kinematics_ptem.yaml | 61 ++++ .../kinematics_yem.yaml | 45 +++ .../ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml | 32 +- .../uncertainties_mem.yaml | 223 ++++++++++++++ .../uncertainties_ptem.yaml | 287 ++++++++++++++++++ .../uncertainties_yem.yaml | 167 ++++++++++ 11 files changed, 1115 insertions(+), 16 deletions(-) create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_mem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_ptem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_yem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_mem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_ptem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_yem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/uncertainties_mem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/uncertainties_ptem.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/uncertainties_yem.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_mem.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_mem.yaml new file mode 100644 index 0000000000..53fab6188d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_mem.yaml @@ -0,0 +1,14 @@ +data_central: +- 3.453 +- 3.767 +- 3.538 +- 3.094 +- 2.228 +- 1.899 +- 1.558 +- 1.145 +- 0.6746 +- 0.3516 +- 0.1407 +- 0.02837 +- 0.00127 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_ptem.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_ptem.yaml new file mode 100644 index 0000000000..30a73c143a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_ptem.yaml @@ -0,0 +1,16 @@ +data_central: +- 8.664 +- 8.799 +- 8.742 +- 8.465 +- 7.774 +- 6.919 +- 5.981 +- 5.11 +- 4.592 +- 2.933 +- 1.936 +- 0.5736 +- 0.1817 +- 0.02301 +- 0.00113 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_yem.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_yem.yaml new file mode 100644 index 0000000000..22c0afb675 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/data_yem.yaml @@ -0,0 +1,12 @@ +data_central: +- 244.3 +- 208.4 +- 220.1 +- 212.7 +- 203.1 +- 174.0 +- 176.9 +- 145.9 +- 118.8 +- 88.82 +- 35.25 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/filter.py index e69de29bb2..08c560de97 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/filter.py @@ -0,0 +1,221 @@ +import yaml + +from nnpdf_data.filter_utils.utils import cormat_to_covmat as ctc +from nnpdf_data.filter_utils.utils import covmat_to_artunc as cta +from nnpdf_data.filter_utils.utils import prettify_float + +yaml.add_representer(float, prettify_float) + + +def errorinator(error_array, corr_mat, cov_mat_switch): + + if cov_mat_switch: + total_error_array = [] + for i in range(len(error_array)): + bin_err_arr = error_array[i] + bin_error = 0 + for j in range(len(bin_err_arr)): + bin_error += bin_err_arr[j][1] ** 2 + bin_error = bin_error**0.5 + total_error_array.append(bin_error) + + cov_mat = ctc(total_error_array, corr_mat) + art_unc = cta(len(error_array), cov_mat, 0) + error_definition = {} + error_value = [] + for i in range(len(art_unc)): + error_definition['ArtUnc_' + str(i + 1)] = { + 'definition': 'artificial uncertainty ' + str(i + 1), + 'treatment': 'ADD', + 'type': 'CORR', + } + error_value_bin = {} + for j in range(len(art_unc[i])): + error_value_bin['ArtUnc_' + str(j + 1)] = float(art_unc[i][j]) + error_value.append(error_value_bin) + + uncertainties = {'definitions': error_definition, 'bins': error_value} + + else: + error_definition = {} + error_definition['stat'] = { + 'definition': 'statistical uncertainty', + 'treatment': 'ADD', + 'type': 'UNCORR', + } + for i in range(1, len(error_array[0])): + error_definition[error_array[0][i][0]] = { + 'definition': error_array[0][i][0], + 'treatment': 'MULT', + 'type': 'CORR', + } + error_value = [] + for i in range(len(error_array)): + error_value_bin = {} + for j in range(len(error_array[i])): + error_value_bin[error_array[i][j][0]] = float(error_array[i][j][1]) + error_value.append(error_value_bin) + uncertainties = {'definitions': error_definition, 'bins': error_value} + + return uncertainties + + +def potato(): + + with open('metadata.yaml', 'r') as f: + metadata = yaml.safe_load(f) + + ndata_mem = metadata['implemented_observables'][0]['ndata'] + ndata_ptem = metadata['implemented_observables'][1]['ndata'] + ndata_yem = metadata['implemented_observables'][2]['ndata'] + + data_central_mem = [] + kin_mem = [] + error_mem = [] + + data_central_ptem = [] + kin_ptem = [] + error_ptem = [] + + data_central_yem = [] + kin_yem = [] + error_yem = [] + + # mem data + + hepdata_tab1 = "rawdata/data7.yaml" + with open(hepdata_tab1, 'r') as f: + input1 = yaml.safe_load(f) + + hepdata_tab2 = "rawdata/data9.yaml" + with open(hepdata_tab2, 'r') as f: + cormat1 = yaml.safe_load(f) + + error_array = [] + cormat_list = [] + for i in range(ndata_mem): + data_central_value = input1['dependent_variables'][0]['values'][i]['value'] + data_central_mem.append(data_central_value) + m_em_min = input1['independent_variables'][0]['values'][i]['low'] + m_em_max = input1['independent_variables'][0]['values'][i]['high'] + kin_value = {'m_em': {'min': m_em_min, 'mid': None, 'max': m_em_max}} + kin_mem.append(kin_value) + error_bin = [] + for j in range(len(input1['dependent_variables'][0]['values'][i]['errors'])): + error_bin.append( + ( + input1['dependent_variables'][0]['values'][i]['errors'][j]['label'], + input1['dependent_variables'][0]['values'][i]['errors'][j]['symerror'], + ) + ) + error_array.append(error_bin) + for i in range(len(cormat1['dependent_variables'][0]['values'])): + cormat_list.append(cormat1['dependent_variables'][0]['values'][i]['value']) + if len(cormat_list) != len(error_array) ** 2: + raise ValueError( + "The length of the correlation matrix does not match the number of data points." + ) + + data_central_mem_yaml = {'data_central': data_central_mem} + kinematics_mem_yaml = {'bins': kin_mem} + uncertainties_mem_yaml = errorinator(error_array, cormat_list, True) + + with open('data_mem.yaml', 'w') as f: + yaml.dump(data_central_mem_yaml, f, sort_keys=False) + with open('kinematics_mem.yaml', 'w') as f: + yaml.dump(kinematics_mem_yaml, f, sort_keys=False) + with open('uncertainties_mem.yaml', 'w') as f: + yaml.dump(uncertainties_mem_yaml, f, sort_keys=False) + + # ptem data + hepdata_tab3 = "rawdata/data10.yaml" + with open(hepdata_tab3, 'r') as f: + input2 = yaml.safe_load(f) + + hepdata_tab4 = "rawdata/data12.yaml" + with open(hepdata_tab4, 'r') as f: + cormat2 = yaml.safe_load(f) + + error_array = [] + cormat_list = [] + for i in range(ndata_ptem): + data_central_value = input2['dependent_variables'][0]['values'][i]['value'] + data_central_ptem.append(data_central_value) + pt_em_min = input2['independent_variables'][0]['values'][i]['low'] + pt_em_max = input2['independent_variables'][0]['values'][i]['high'] + kin_value = {'pt_em': {'min': pt_em_min, 'mid': None, 'max': pt_em_max}} + kin_ptem.append(kin_value) + error_bin = [] + for j in range(len(input2['dependent_variables'][0]['values'][i]['errors'])): + error_bin.append( + ( + input2['dependent_variables'][0]['values'][i]['errors'][j]['label'], + input2['dependent_variables'][0]['values'][i]['errors'][j]['symerror'], + ) + ) + error_array.append(error_bin) + for i in range(len(cormat2['dependent_variables'][0]['values'])): + cormat_list.append(cormat2['dependent_variables'][0]['values'][i]['value']) + if len(cormat_list) != len(error_array) ** 2: + raise ValueError( + "The length of the correlation matrix does not match the number of data points." + ) + + data_central_ptem_yaml = {'data_central': data_central_ptem} + kinematics_ptem_yaml = {'bins': kin_ptem} + uncertainties_ptem_yaml = errorinator(error_array, cormat_list, True) + + with open('data_ptem.yaml', 'w') as f: + yaml.dump(data_central_ptem_yaml, f, sort_keys=False) + with open('kinematics_ptem.yaml', 'w') as f: + yaml.dump(kinematics_ptem_yaml, f, sort_keys=False) + with open('uncertainties_ptem.yaml', 'w') as f: + yaml.dump(uncertainties_ptem_yaml, f, sort_keys=False) + + # yem data + hepdata_tab5 = "rawdata/data13.yaml" + with open(hepdata_tab5, 'r') as f: + input3 = yaml.safe_load(f) + hepdata_tab6 = "rawdata/data15.yaml" + with open(hepdata_tab6, 'r') as f: + cormat3 = yaml.safe_load(f) + + error_array = [] + cormat_list = [] + + for i in range(ndata_yem): + data_central_value = input3['dependent_variables'][0]['values'][i]['value'] + data_central_yem.append(data_central_value) + y_em_min = input3['independent_variables'][0]['values'][i]['low'] + y_em_max = input3['independent_variables'][0]['values'][i]['high'] + kin_value = {'y_em': {'min': y_em_min, 'mid': None, 'max': y_em_max}} + kin_yem.append(kin_value) + error_bin = [] + for j in range(len(input3['dependent_variables'][0]['values'][i]['errors'])): + error_bin.append( + ( + input3['dependent_variables'][0]['values'][i]['errors'][j]['label'], + input3['dependent_variables'][0]['values'][i]['errors'][j]['symerror'], + ) + ) + error_array.append(error_bin) + for i in range(len(cormat3['dependent_variables'][0]['values'])): + cormat_list.append(cormat3['dependent_variables'][0]['values'][i]['value']) + if len(cormat_list) != len(error_array) ** 2: + raise ValueError( + "The length of the correlation matrix does not match the number of data points." + ) + + data_central_yem_yaml = {'data_central': data_central_yem} + kinematics_yem_yaml = {'bins': kin_yem} + uncertainties_yem_yaml = errorinator(error_array, cormat_list, True) + + with open('data_yem.yaml', 'w') as f: + yaml.dump(data_central_yem_yaml, f, sort_keys=False) + with open('kinematics_yem.yaml', 'w') as f: + yaml.dump(kinematics_yem_yaml, f, sort_keys=False) + with open('uncertainties_yem.yaml', 'w') as f: + yaml.dump(uncertainties_yem_yaml, f, sort_keys=False) + + +potato() diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_mem.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_mem.yaml new file mode 100644 index 0000000000..caa7d90372 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_mem.yaml @@ -0,0 +1,53 @@ +bins: +- m_em: + min: 55.0 + mid: null + max: 75.0 +- m_em: + min: 75.0 + mid: null + max: 85.0 +- m_em: + min: 85.0 + mid: null + max: 95.0 +- m_em: + min: 95.0 + mid: null + max: 110.0 +- m_em: + min: 110.0 + mid: null + max: 125.0 +- m_em: + min: 125.0 + mid: null + max: 140.0 +- m_em: + min: 140.0 + mid: null + max: 160.0 +- m_em: + min: 160.0 + mid: null + max: 185.0 +- m_em: + min: 185.0 + mid: null + max: 220.0 +- m_em: + min: 220.0 + mid: null + max: 280.0 +- m_em: + min: 280.0 + mid: null + max: 380.0 +- m_em: + min: 380.0 + mid: null + max: 600.0 +- m_em: + min: 600.0 + mid: null + max: 1500.0 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_ptem.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_ptem.yaml new file mode 100644 index 0000000000..19bdbe7a4e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_ptem.yaml @@ -0,0 +1,61 @@ +bins: +- pt_em: + min: 30.0 + mid: null + max: 35.0 +- pt_em: + min: 35.0 + mid: null + max: 40.0 +- pt_em: + min: 40.0 + mid: null + max: 45.0 +- pt_em: + min: 45.0 + mid: null + max: 50.0 +- pt_em: + min: 50.0 + mid: null + max: 55.0 +- pt_em: + min: 55.0 + mid: null + max: 60.0 +- pt_em: + min: 60.0 + mid: null + max: 65.0 +- pt_em: + min: 65.0 + mid: null + max: 70.0 +- pt_em: + min: 70.0 + mid: null + max: 75.0 +- pt_em: + min: 75.0 + mid: null + max: 80.0 +- pt_em: + min: 80.0 + mid: null + max: 90.0 +- pt_em: + min: 90.0 + mid: null + max: 105.0 +- pt_em: + min: 105.0 + mid: null + max: 140.0 +- pt_em: + min: 140.0 + mid: null + max: 200.0 +- pt_em: + min: 200.0 + mid: null + max: 999.0 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_yem.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_yem.yaml new file mode 100644 index 0000000000..fcc216e256 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/kinematics_yem.yaml @@ -0,0 +1,45 @@ +bins: +- y_em: + min: 0.0 + mid: null + max: 0.2 +- y_em: + min: 0.2 + mid: null + max: 0.4 +- y_em: + min: 0.4 + mid: null + max: 0.6 +- y_em: + min: 0.6 + mid: null + max: 0.8 +- y_em: + min: 0.8 + mid: null + max: 1.0 +- y_em: + min: 1.0 + mid: null + max: 1.2 +- y_em: + min: 1.2 + mid: null + max: 1.4 +- y_em: + min: 1.4 + mid: null + max: 1.6 +- y_em: + min: 1.6 + mid: null + max: 1.8 +- y_em: + min: 1.8 + mid: null + max: 2.0 +- y_em: + min: 2.0 + mid: null + max: 2.5 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml index 8697ce39c7..336108d57e 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/metadata.yaml @@ -35,16 +35,16 @@ implemented_observables: x_scale: log plot_x: m_em y_label: '$\frac{d\sigma}{dm_{e\mu}}$' - theory: - FK_tables: - - - - operation: 'null' + # theory: + # FK_tables: + # - - + # operation: 'null' - observable: {description: "fiducial differential cross section wrt pT of e + mu", label: '$\frac{d\sigma}{dp_{T,e\mu}}$', units: '$fb/GeV$'} observable_name: PTEM process_type: PTEM - ndata: 13 - tables: [8] + ndata: 15 + tables: [10] kinematics: variables: pt_em: {description: "pT of e + mu", label: '$p_{T,e\mu}$', units: 'GeV'} @@ -58,16 +58,16 @@ implemented_observables: x_scale: log plot_x: pt_em y_label: '$\frac{d\sigma}{dp_{T,e\mu}}$' - theory: - FK_tables: - - - - operation: 'null' + # theory: + # FK_tables: + # - - + # operation: 'null' - observable: {description: "fiducial differential cross section wrt absolute rapidity of e + mu", label: '$\frac{d\sigma}{d|y_{e\mu}|}$', units: '$fb$'} observable_name: YEM process_type: YEM - ndata: 13 - tables: [9] + ndata: 11 + tables: [13] kinematics: variables: y_em: {description: "absolute rapidity of e + mu", label: '$|y_{e\mu}|$', units: ''} @@ -81,7 +81,7 @@ implemented_observables: x_scale: linear plot_x: y_em y_label: '$\frac{d\sigma}{d|y_{e\mu}|}$' - theory: - FK_tables: - - - - operation: 'null' \ No newline at end of file + # theory: + # FK_tables: + # - - + # operation: 'null' \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/uncertainties_mem.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/uncertainties_mem.yaml new file mode 100644 index 0000000000..5b5435ead0 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/uncertainties_mem.yaml @@ -0,0 +1,223 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR + ArtUnc_8: + definition: artificial uncertainty 8 + treatment: ADD + type: CORR + ArtUnc_9: + definition: artificial uncertainty 9 + treatment: ADD + type: CORR + ArtUnc_10: + definition: artificial uncertainty 10 + treatment: ADD + type: CORR + ArtUnc_11: + definition: artificial uncertainty 11 + treatment: ADD + type: CORR + ArtUnc_12: + definition: artificial uncertainty 12 + treatment: ADD + type: CORR + ArtUnc_13: + definition: artificial uncertainty 13 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: -2.05916487e-01 + ArtUnc_2: -3.46618583e-02 + ArtUnc_3: 1.29892309e-01 + ArtUnc_4: 3.49348420e-03 + ArtUnc_5: -1.25601005e-02 + ArtUnc_6: 1.98195270e-02 + ArtUnc_7: 2.99620110e-03 + ArtUnc_8: 4.08539595e-03 + ArtUnc_9: -1.56210667e-03 + ArtUnc_10: -4.59527368e-05 + ArtUnc_11: 2.44710286e-04 + ArtUnc_12: -4.79212115e-06 + ArtUnc_13: 6.21859547e-08 +- ArtUnc_1: -2.24043913e-01 + ArtUnc_2: 1.49459383e-01 + ArtUnc_3: 2.68915824e-03 + ArtUnc_4: -1.42454528e-03 + ArtUnc_5: -1.35914895e-02 + ArtUnc_6: -1.84801733e-02 + ArtUnc_7: -6.83166624e-04 + ArtUnc_8: -2.17427853e-03 + ArtUnc_9: 1.22196906e-03 + ArtUnc_10: -4.05328150e-05 + ArtUnc_11: -1.50920839e-04 + ArtUnc_12: 3.39342991e-06 + ArtUnc_13: -6.48533839e-08 +- ArtUnc_1: -2.39495257e-01 + ArtUnc_2: -3.61983317e-02 + ArtUnc_3: -5.02749255e-02 + ArtUnc_4: 1.11962098e-01 + ArtUnc_5: 6.43936050e-04 + ArtUnc_6: 1.00005226e-02 + ArtUnc_7: 4.64783259e-03 + ArtUnc_8: 2.28499419e-03 + ArtUnc_9: -2.50412505e-03 + ArtUnc_10: 3.11218083e-04 + ArtUnc_11: 8.37558622e-05 + ArtUnc_12: -2.88534978e-06 + ArtUnc_13: 8.73166586e-10 +- ArtUnc_1: -1.85928015e-01 + ArtUnc_2: -2.69503841e-02 + ArtUnc_3: -8.49384193e-03 + ArtUnc_4: -4.00125746e-02 + ArtUnc_5: 1.00654957e-01 + ArtUnc_6: -3.22720395e-02 + ArtUnc_7: 8.91196101e-03 + ArtUnc_8: 4.18092128e-03 + ArtUnc_9: 1.15543335e-03 + ArtUnc_10: 3.47460660e-04 + ArtUnc_11: 1.86464035e-04 + ArtUnc_12: 1.50894353e-06 + ArtUnc_13: 3.48791255e-08 +- ArtUnc_1: -1.50545355e-01 + ArtUnc_2: -5.97951853e-02 + ArtUnc_3: -2.27260404e-02 + ArtUnc_4: -3.90055942e-02 + ArtUnc_5: -6.81116678e-02 + ArtUnc_6: -6.40753354e-02 + ArtUnc_7: -6.69401071e-03 + ArtUnc_8: 3.89957038e-03 + ArtUnc_9: -3.93278170e-03 + ArtUnc_10: 6.23573584e-04 + ArtUnc_11: -5.08780796e-05 + ArtUnc_12: -6.77532788e-06 + ArtUnc_13: -2.23310420e-08 +- ArtUnc_1: -1.41375869e-01 + ArtUnc_2: -1.05422921e-02 + ArtUnc_3: -4.50057875e-02 + ArtUnc_4: -6.17197648e-02 + ArtUnc_5: -2.39037305e-02 + ArtUnc_6: 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--- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/uncertainties_ptem.yaml @@ -0,0 +1,287 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR + ArtUnc_8: + definition: artificial uncertainty 8 + treatment: ADD + type: CORR + ArtUnc_9: + definition: artificial uncertainty 9 + treatment: ADD + type: CORR + ArtUnc_10: + definition: artificial uncertainty 10 + treatment: ADD + type: CORR + ArtUnc_11: + definition: artificial uncertainty 11 + 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b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WW_13TEV_DIF/uncertainties_yem.yaml @@ -0,0 +1,167 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR + ArtUnc_8: + definition: artificial uncertainty 8 + treatment: ADD + type: CORR + ArtUnc_9: + definition: artificial uncertainty 9 + treatment: ADD + type: CORR + ArtUnc_10: + definition: artificial uncertainty 10 + treatment: ADD + type: CORR + ArtUnc_11: + definition: artificial uncertainty 11 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: 1.86528531e+01 + ArtUnc_2: 6.07272612e-01 + ArtUnc_3: 4.84476374e+00 + ArtUnc_4: 2.07900145e-02 + ArtUnc_5: 8.56952910e+00 + ArtUnc_6: 7.87416470e-01 + ArtUnc_7: -6.10136238e-01 + ArtUnc_8: 2.04732055e+00 + ArtUnc_9: 2.03205546e+00 + ArtUnc_10: -1.41258692e+00 + ArtUnc_11: -6.95151142e-02 +- ArtUnc_1: 2.13865363e+01 + ArtUnc_2: -9.49644896e+00 + ArtUnc_3: -5.64028503e+00 + ArtUnc_4: -5.50153432e-02 + ArtUnc_5: 1.99236747e-01 + ArtUnc_6: -7.45780812e-01 + ArtUnc_7: 2.30226126e-01 + ArtUnc_8: 1.89078013e+00 + ArtUnc_9: -1.23903575e+00 + ArtUnc_10: 1.06578391e+00 + ArtUnc_11: 1.37209174e+00 +- ArtUnc_1: 1.60549153e+01 + ArtUnc_2: 2.82564598e+00 + ArtUnc_3: 3.11418412e+00 + ArtUnc_4: -6.77759652e-03 + ArtUnc_5: -3.87544198e+00 + ArtUnc_6: 2.02320741e-01 + ArtUnc_7: -1.02767387e+00 + ArtUnc_8: 4.14290127e+00 + ArtUnc_9: -1.04069970e+00 + ArtUnc_10: 4.71657052e+00 + ArtUnc_11: -4.14106356e+00 +- ArtUnc_1: 1.60618927e+01 + ArtUnc_2: 1.13117550e-01 + ArtUnc_3: 1.94102796e+00 + ArtUnc_4: -8.93061613e-02 + ArtUnc_5: -5.96349382e+00 + ArtUnc_6: 8.42394768e-02 + ArtUnc_7: 5.01922560e-01 + ArtUnc_8: 1.03483370e+00 + ArtUnc_9: 2.03404867e+00 + ArtUnc_10: -6.54014415e+00 + ArtUnc_11: -3.65021320e-01 +- ArtUnc_1: 1.36328216e+01 + ArtUnc_2: 3.84150971e+00 + ArtUnc_3: 2.35959139e+00 + ArtUnc_4: 5.09856009e-02 + ArtUnc_5: -2.09088044e+00 + ArtUnc_6: -5.54530756e-01 + ArtUnc_7: -1.12066229e+00 + ArtUnc_8: -1.67753952e+00 + ArtUnc_9: -3.17963983e-01 + ArtUnc_10: 2.18827927e+00 + ArtUnc_11: 7.54915443e+00 +- ArtUnc_1: 1.21992172e+01 + ArtUnc_2: 1.29613929e+00 + ArtUnc_3: -2.00231024e-01 + ArtUnc_4: 2.99909796e-01 + ArtUnc_5: 9.48818442e-01 + ArtUnc_6: 3.96237437e-01 + ArtUnc_7: -2.36979793e+00 + ArtUnc_8: -5.21058714e+00 + ArtUnc_9: -6.74236834e+00 + ArtUnc_10: -1.80642497e+00 + ArtUnc_11: -2.19156617e+00 +- ArtUnc_1: 1.18540106e+01 + ArtUnc_2: 1.59382306e-01 + ArtUnc_3: -1.08749907e+00 + ArtUnc_4: -7.64505749e-02 + ArtUnc_5: -8.73536299e-02 + ArtUnc_6: -2.44262568e+00 + ArtUnc_7: 2.76942704e-01 + ArtUnc_8: -6.34221611e+00 + ArtUnc_9: 5.48516706e+00 + ArtUnc_10: 1.92191333e+00 + ArtUnc_11: -2.62550344e+00 +- ArtUnc_1: 9.24901733e+00 + ArtUnc_2: 2.53252347e+00 + ArtUnc_3: -4.92985311e-01 + ArtUnc_4: 2.14769510e-01 + ArtUnc_5: 4.56775655e-01 + ArtUnc_6: 1.94375397e+00 + ArtUnc_7: 7.09279385e+00 + ArtUnc_8: -1.29506638e+00 + ArtUnc_9: -1.73133292e+00 + ArtUnc_10: 7.82067387e-01 + ArtUnc_11: -4.42139501e-02 +- ArtUnc_1: 5.00574223e+00 + ArtUnc_2: 7.83889823e+00 + ArtUnc_3: -7.63545918e+00 + ArtUnc_4: 8.74718133e-01 + ArtUnc_5: 1.72999165e+00 + ArtUnc_6: -2.65650311e+00 + ArtUnc_7: -1.99139645e-01 + ArtUnc_8: 2.98450609e+00 + ArtUnc_9: -4.74133373e-02 + ArtUnc_10: -1.31477371e+00 + ArtUnc_11: -1.05638626e-01 +- ArtUnc_1: 4.38897198e+00 + ArtUnc_2: 2.04988043e+00 + ArtUnc_3: -5.32794091e+00 + ArtUnc_4: -4.09170499e-01 + ArtUnc_5: -4.63639698e-01 + ArtUnc_6: 5.72516433e+00 + ArtUnc_7: -2.12252230e+00 + ArtUnc_8: -8.20564458e-01 + ArtUnc_9: 2.72541527e+00 + ArtUnc_10: 4.85764015e-01 + ArtUnc_11: 5.90755175e-02 +- ArtUnc_1: 1.45743987e+00 + ArtUnc_2: 1.95881106e+00 + ArtUnc_3: -1.08827703e+00 + ArtUnc_4: -3.90043171e+00 + ArtUnc_5: 6.95241016e-01 + ArtUnc_6: -1.00578424e+00 + ArtUnc_7: 3.50051584e-01 + ArtUnc_8: 3.39164287e-01 + ArtUnc_9: -1.03842752e+00 + ArtUnc_10: -3.31725250e-01 + ArtUnc_11: -5.48633471e-02 From 6f817d204b21d516820836e6e02b7ec9bf0735a4 Mon Sep 17 00:00:00 2001 From: t7phy <99052355+t7phy@users.noreply.github.com> Date: Fri, 28 Mar 2025 18:42:14 +0100 Subject: [PATCH 9/9] atlas wz completed --- .../ATLAS_2VBP-WZ_13TEV_DIF/data_mtwz.yaml | 7 + .../ATLAS_2VBP-WZ_13TEV_DIF/data_ptw.yaml | 7 + .../ATLAS_2VBP-WZ_13TEV_DIF/data_ptz.yaml | 8 + .../ATLAS_2VBP-WZ_13TEV_DIF/filter.py | 236 ++++++++++++++++++ .../kinematics_mtwz.yaml | 25 ++ .../kinematics_ptw.yaml | 25 ++ .../kinematics_ptz.yaml | 29 +++ .../ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml | 4 +- .../uncertainties_mtwz.yaml | 62 +++++ .../uncertainties_ptw.yaml | 62 +++++ .../uncertainties_ptz.yaml | 79 ++++++ 11 files changed, 542 insertions(+), 2 deletions(-) create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_mtwz.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_ptw.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_ptz.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_mtwz.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_ptw.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_ptz.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_mtwz.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_ptw.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_ptz.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_mtwz.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_mtwz.yaml new file mode 100644 index 0000000000..7cd1e443e0 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_mtwz.yaml @@ -0,0 +1,7 @@ +data_central: +- 7.77 +- 25.65 +- 21.74 +- 7.76 +- 0.59 +- 0.42 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_ptw.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_ptw.yaml new file mode 100644 index 0000000000..64ce5f2473 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_ptw.yaml @@ -0,0 +1,7 @@ +data_central: +- 15.29 +- 20.27 +- 15.15 +- 7.81 +- 3.06 +- 2.21 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_ptz.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_ptz.yaml new file mode 100644 index 0000000000..74aebd290a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/data_ptz.yaml @@ -0,0 +1,8 @@ +data_central: +- 15.02 +- 19.77 +- 12.74 +- 6.34 +- 3.63 +- 4.08 +- 2.26 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/filter.py index e69de29bb2..df9e51faed 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/filter.py @@ -0,0 +1,236 @@ +import yaml + +from nnpdf_data.filter_utils.utils import cormat_to_covmat as ctc +from nnpdf_data.filter_utils.utils import covmat_to_artunc as cta +from nnpdf_data.filter_utils.utils import percentage_to_absolute as pta +from nnpdf_data.filter_utils.utils import prettify_float + +yaml.add_representer(float, prettify_float) + + +def errorinator(error_array, corr_mat, cov_mat_switch): + + if cov_mat_switch: + total_error_array = [] + for i in range(len(error_array)): + bin_err_arr = error_array[i] + bin_error = 0 + for j in range(len(bin_err_arr)): + bin_error += bin_err_arr[j][1] ** 2 + bin_error = bin_error**0.5 + total_error_array.append(bin_error) + + cov_mat = ctc(total_error_array, corr_mat) + art_unc = cta(len(error_array), cov_mat, 0) + error_definition = {} + error_value = [] + for i in range(len(art_unc)): + error_definition['ArtUnc_' + str(i + 1)] = { + 'definition': 'artificial uncertainty ' + str(i + 1), + 'treatment': 'ADD', + 'type': 'CORR', + } + error_value_bin = {} + for j in range(len(art_unc[i])): + error_value_bin['ArtUnc_' + str(j + 1)] = float(art_unc[i][j]) + error_value.append(error_value_bin) + + uncertainties = {'definitions': error_definition, 'bins': error_value} + + else: + error_definition = {} + error_definition['stat'] = { + 'definition': 'statistical uncertainty', + 'treatment': 'ADD', + 'type': 'UNCORR', + } + error_definition['sys,uncor'] ={ + 'definition': 'systematic uncertainty, uncorrelated', + 'treatment': 'ADD', + 'type': 'UNCORR', + } + for i in range(2, len(error_array[0])): + error_definition[error_array[0][i][0]] = { + 'definition': error_array[0][i][0], + 'treatment': 'MULT', + 'type': 'CORR', + } + error_value = [] + for i in range(len(error_array)): + error_value_bin = {} + for j in range(len(error_array[i])): + error_value_bin[error_array[i][j][0]] = float(error_array[i][j][1]) + error_value.append(error_value_bin) + uncertainties = {'definitions': error_definition, 'bins': error_value} + + return uncertainties + + +def brrr(): + + with open('metadata.yaml', 'r') as f: + metadata = yaml.safe_load(f) + + ndata_ptz = metadata['implemented_observables'][0]['ndata'] + ndata_ptw = metadata['implemented_observables'][1]['ndata'] + ndata_mtwz = metadata['implemented_observables'][2]['ndata'] + + data_central_ptz = [] + kin_ptz = [] + error_ptz = [] + + data_central_ptw = [] + kin_ptw = [] + error_ptw = [] + + data_central_mtwz = [] + kin_mtwz = [] + error_mtwz = [] + + # ptz data + + hepdata_tab1 = "rawdata/data8.yaml" + with open(hepdata_tab1, 'r') as f: + input1 = yaml.safe_load(f) + + hepdata_tab2 = "rawdata/data9.yaml" + with open(hepdata_tab2, 'r') as f: + cormat1 = yaml.safe_load(f) + + error_array = [] + cormat_list = [] + for i in range(ndata_ptz): + data_central_value = float(input1['dependent_variables'][0]['values'][i]['value']) + data_central_ptz.append(data_central_value) + ptZ_min = input1['independent_variables'][0]['values'][i]['low'] + ptZ_max = input1['independent_variables'][0]['values'][i]['high'] + kin_value = { + 'ptZ': {'min': ptZ_min, 'mid': None, 'max': ptZ_max}, + } + kin_ptz.append(kin_value) + error_bin = [] + for j in range(len(input1['dependent_variables'][0]['values'][i]['errors'])): + error_bin.append( + ( + input1['dependent_variables'][0]['values'][i]['errors'][j]['label'], + pta(input1['dependent_variables'][0]['values'][i]['errors'][j]['symerror'], data_central_value), + ) + ) + error_array.append(error_bin) + for i in range(len(cormat1['dependent_variables'][0]['values'])): + cormat_list.append(float(cormat1['dependent_variables'][0]['values'][i]['value'])) + if len(cormat_list) != len(error_array)**2: + raise ValueError( + "The number of elements in the correlation matrix does not match the number of errors in the data." + ) + + data_central_ptz_yaml = {'data_central': data_central_ptz} + kinematics_ptz_yaml = {'bins': kin_ptz} + uncertainties_ptz_yaml = errorinator(error_array, cormat_list, True) + + with open('data_ptz.yaml', 'w') as f: + yaml.dump(data_central_ptz_yaml, f, sort_keys=False) + with open('kinematics_ptz.yaml', 'w') as f: + yaml.dump(kinematics_ptz_yaml, f, sort_keys=False) + with open('uncertainties_ptz.yaml', 'w') as f: + yaml.dump(uncertainties_ptz_yaml, f, sort_keys=False) + + # ptw data + + hepdata_tab3 = "rawdata/data10.yaml" + with open(hepdata_tab3, 'r') as f: + input2 = yaml.safe_load(f) + hepdata_tab4 = "rawdata/data11.yaml" + with open(hepdata_tab4, 'r') as f: + cormat2 = yaml.safe_load(f) + + error_array = [] + cormat_list = [] + + for i in range(ndata_ptw): + data_central_value = float(input2['dependent_variables'][0]['values'][i]['value']) + data_central_ptw.append(data_central_value) + ptW_min = input2['independent_variables'][0]['values'][i]['low'] + ptW_max = input2['independent_variables'][0]['values'][i]['high'] + kin_value = { + 'ptW': {'min': ptW_min, 'mid': None, 'max': ptW_max}, + } + kin_ptw.append(kin_value) + error_bin = [] + for j in range(len(input2['dependent_variables'][0]['values'][i]['errors'])): + error_bin.append( + ( + input2['dependent_variables'][0]['values'][i]['errors'][j]['label'], + pta(input2['dependent_variables'][0]['values'][i]['errors'][j]['symerror'], data_central_value), + ) + ) + error_array.append(error_bin) + for i in range(len(cormat2['dependent_variables'][0]['values'])): + cormat_list.append(float(cormat2['dependent_variables'][0]['values'][i]['value'])) + if len(cormat_list) != len(error_array)**2: + raise ValueError( + "The number of elements in the correlation matrix does not match the number of errors in the data." + ) + + data_central_ptw_yaml = {'data_central': data_central_ptw} + kinematics_ptw_yaml = {'bins': kin_ptw} + uncertainties_ptw_yaml = errorinator(error_array, cormat_list, True) + + with open('data_ptw.yaml', 'w') as f: + yaml.dump(data_central_ptw_yaml, f, sort_keys=False) + with open('kinematics_ptw.yaml', 'w') as f: + yaml.dump(kinematics_ptw_yaml, f, sort_keys=False) + with open('uncertainties_ptw.yaml', 'w') as f: + yaml.dump(uncertainties_ptw_yaml, f, sort_keys=False) + + # mtwz data + + hepdata_tab5 = "rawdata/data12.yaml" + with open(hepdata_tab5, 'r') as f: + input3 = yaml.safe_load(f) + hepdata_tab6 = "rawdata/data13.yaml" + with open(hepdata_tab6, 'r') as f: + cormat3 = yaml.safe_load(f) + + error_array = [] + cormat_list = [] + + for i in range(ndata_mtwz): + data_central_value = float(input3['dependent_variables'][0]['values'][i]['value']) + data_central_mtwz.append(data_central_value) + mtwz_min = input3['independent_variables'][0]['values'][i]['low'] + mtwz_max = input3['independent_variables'][0]['values'][i]['high'] + kin_value = { + 'mtwZ': {'min': mtwz_min, 'mid': None, 'max': mtwz_max}, + } + kin_mtwz.append(kin_value) + error_bin = [] + for j in range(len(input3['dependent_variables'][0]['values'][i]['errors'])): + error_bin.append( + ( + input3['dependent_variables'][0]['values'][i]['errors'][j]['label'], + pta(input3['dependent_variables'][0]['values'][i]['errors'][j]['symerror'], data_central_value), + ) + ) + error_array.append(error_bin) + for i in range(len(cormat3['dependent_variables'][0]['values'])): + cormat_list.append(float(cormat3['dependent_variables'][0]['values'][i]['value'])) + if len(cormat_list) != len(error_array)**2: + raise ValueError( + "The number of elements in the correlation matrix does not match the number of errors in the data." + ) + + data_central_mtwz_yaml = {'data_central': data_central_mtwz} + kinematics_mtwz_yaml = {'bins': kin_mtwz} + uncertainties_mtwz_yaml = errorinator(error_array, cormat_list, True) + + with open('data_mtwz.yaml', 'w') as f: + yaml.dump(data_central_mtwz_yaml, f, sort_keys=False) + with open('kinematics_mtwz.yaml', 'w') as f: + yaml.dump(kinematics_mtwz_yaml, f, sort_keys=False) + with open('uncertainties_mtwz.yaml', 'w') as f: + yaml.dump(uncertainties_mtwz_yaml, f, sort_keys=False) + +brrr() + + diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_mtwz.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_mtwz.yaml new file mode 100644 index 0000000000..668390d026 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_mtwz.yaml @@ -0,0 +1,25 @@ +bins: +- mtwZ: + min: 0.0 + mid: null + max: 140.0 +- mtwZ: + min: 140.0 + mid: null + max: 180.0 +- mtwZ: + min: 180.0 + mid: null + max: 250.0 +- mtwZ: + min: 250.0 + mid: null + max: 450.0 +- mtwZ: + min: 450.0 + mid: null + max: 600.0 +- mtwZ: + min: 600.0 + mid: null + max: 1000.0 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_ptw.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_ptw.yaml new file mode 100644 index 0000000000..fb65e14de7 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_ptw.yaml @@ -0,0 +1,25 @@ +bins: +- ptW: + min: 0.0 + mid: null + max: 30.0 +- ptW: + min: 30.0 + mid: null + max: 60.0 +- ptW: + min: 60.0 + mid: null + max: 100.0 +- ptW: + min: 100.0 + mid: null + max: 150.0 +- ptW: + min: 150.0 + mid: null + max: 220.0 +- ptW: + min: 220.0 + mid: null + max: 1000.0 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_ptz.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_ptz.yaml new file mode 100644 index 0000000000..faded8112a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/kinematics_ptz.yaml @@ -0,0 +1,29 @@ +bins: +- ptZ: + min: 0.0 + mid: null + max: 30.0 +- ptZ: + min: 30.0 + mid: null + max: 60.0 +- ptZ: + min: 60.0 + mid: null + max: 90.0 +- ptZ: + min: 90.0 + mid: null + max: 120.0 +- ptZ: + min: 120.0 + mid: null + max: 150.0 +- ptZ: + min: 150.0 + mid: null + max: 220.0 +- ptZ: + min: 220.0 + mid: null + max: 1000.0 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml index b0708a3ffd..0d9218d856 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/metadata.yaml @@ -43,7 +43,7 @@ implemented_observables: - observable: {description: "fiducial differential cross section wrt pT of W", label: '$\frac{d\sigma_{fid}}{dp_{T,W}}$', units: '$fb/GeV$'} observable_name: PTW process_type: PTW - ndata: 7 + ndata: 6 tables: [10] kinematics: variables: @@ -66,7 +66,7 @@ implemented_observables: - observable: {description: "fiducial differential cross section wrt transverse mass of WZ", label: '$\frac{d\sigma_{fid}}{dm_{T,WZ}}$', units: '$fb/GeV$'} observable_name: MTWZ process_type: MTWZ - ndata: 7 + ndata: 6 tables: [12] kinematics: variables: diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_mtwz.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_mtwz.yaml new file mode 100644 index 0000000000..4fd2428149 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_mtwz.yaml @@ -0,0 +1,62 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: 8.76647032e-01 + ArtUnc_2: 1.13186289e-01 + ArtUnc_3: -6.88204434e-01 + ArtUnc_4: 4.14091501e-02 + ArtUnc_5: 8.21843648e-04 + ArtUnc_6: -1.51101065e-04 +- ArtUnc_1: 1.57630926e+00 + ArtUnc_2: -5.68654571e-01 + ArtUnc_3: 2.34867522e-01 + ArtUnc_4: 3.62259021e-02 + ArtUnc_5: -5.31797930e-04 + ArtUnc_6: -5.43929982e-04 +- ArtUnc_1: 9.10013030e-01 + ArtUnc_2: 8.30918026e-01 + ArtUnc_3: 2.53453672e-01 + ArtUnc_4: 9.24508884e-02 + ArtUnc_5: -1.54220466e-03 + ArtUnc_6: -5.82569367e-04 +- ArtUnc_1: 3.44180013e-01 + ArtUnc_2: 1.18046451e-01 + ArtUnc_3: 6.36433770e-03 + ArtUnc_4: -5.13877801e-01 + ArtUnc_5: -4.80927453e-03 + ArtUnc_6: -2.00549521e-03 +- ArtUnc_1: 2.50146774e-02 + ArtUnc_2: 1.12510365e-02 + ArtUnc_3: 8.55754677e-03 + ArtUnc_4: -1.82256468e-02 + ArtUnc_5: 1.30763353e-01 + ArtUnc_6: 2.95345067e-03 +- ArtUnc_1: 2.25543340e-02 + ArtUnc_2: 4.17406460e-03 + ArtUnc_3: 1.67761986e-03 + ArtUnc_4: -9.46912794e-03 + ArtUnc_5: -4.19029863e-03 + ArtUnc_6: 9.47215573e-02 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_ptw.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_ptw.yaml new file mode 100644 index 0000000000..01875c5d87 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_ptw.yaml @@ -0,0 +1,62 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: -1.15286616e+00 + ArtUnc_2: -5.74043507e-01 + ArtUnc_3: -1.85643472e-01 + ArtUnc_4: -3.37665296e-02 + ArtUnc_5: 1.70241500e-03 + ArtUnc_6: -6.82270203e-04 +- ArtUnc_1: -1.33283094e+00 + ArtUnc_2: 2.43051715e-01 + ArtUnc_3: 4.36520286e-01 + ArtUnc_4: 1.42370752e-02 + ArtUnc_5: 1.18308309e-02 + ArtUnc_6: -4.47948820e-03 +- ArtUnc_1: -6.90195372e-01 + ArtUnc_2: 4.29176086e-01 + ArtUnc_3: -4.38590950e-01 + ArtUnc_4: -1.79142236e-01 + ArtUnc_5: 1.25454204e-02 + ArtUnc_6: -9.75541947e-03 +- ArtUnc_1: -2.93898507e-01 + ArtUnc_2: 1.12001229e-01 + ArtUnc_3: -1.96293507e-01 + ArtUnc_4: 4.46568381e-01 + ArtUnc_5: 5.25897132e-02 + ArtUnc_6: -1.87487612e-02 +- ArtUnc_1: -1.33972800e-01 + ArtUnc_2: 4.19776204e-02 + ArtUnc_3: -3.49204243e-02 + ArtUnc_4: 6.89379130e-02 + ArtUnc_5: -3.03138917e-01 + ArtUnc_6: -1.37873305e-02 +- ArtUnc_1: -9.23278914e-02 + ArtUnc_2: 3.34924311e-02 + ArtUnc_3: -2.92811438e-02 + ArtUnc_4: 3.37301306e-02 + ArtUnc_5: -1.33612268e-02 + ArtUnc_6: 2.25798206e-01 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_ptz.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_ptz.yaml new file mode 100644 index 0000000000..b4c680f340 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2VBP-WZ_13TEV_DIF/uncertainties_ptz.yaml @@ -0,0 +1,79 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: 7.28337920e-01 + ArtUnc_2: 3.80729936e-01 + ArtUnc_3: 3.69563831e-01 + ArtUnc_4: -1.90855303e-02 + ArtUnc_5: -3.97004255e-03 + ArtUnc_6: 1.27044825e-02 + ArtUnc_7: -7.89831222e-03 +- ArtUnc_1: 1.26399886e+00 + ArtUnc_2: -3.98553064e-01 + ArtUnc_3: 5.38362425e-02 + ArtUnc_4: -6.88530484e-02 + ArtUnc_5: -3.34363412e-03 + ArtUnc_6: 9.27632573e-03 + ArtUnc_7: -6.00091183e-03 +- ArtUnc_1: 7.51146960e-01 + ArtUnc_2: 2.86819185e-01 + ArtUnc_3: -4.09469913e-01 + ArtUnc_4: -8.84004667e-02 + ArtUnc_5: 1.01573247e-03 + ArtUnc_6: 1.58147564e-02 + ArtUnc_7: -3.17136652e-02 +- ArtUnc_1: 3.47999068e-01 + ArtUnc_2: 2.68157534e-03 + ArtUnc_3: -4.68276362e-02 + ArtUnc_4: 3.80125310e-01 + ArtUnc_5: 1.65783221e-02 + ArtUnc_6: -1.57424071e-02 + ArtUnc_7: -1.25783191e-01 +- ArtUnc_1: 1.85324031e-01 + ArtUnc_2: 2.91082839e-02 + ArtUnc_3: -1.85700719e-02 + ArtUnc_4: 2.66978934e-02 + ArtUnc_5: 7.17525594e-02 + ArtUnc_6: -2.57856147e-01 + ArtUnc_7: 1.32399389e-01 +- ArtUnc_1: 1.69975967e-01 + ArtUnc_2: 1.71115331e-02 + ArtUnc_3: -3.75019403e-02 + ArtUnc_4: 1.24754854e-01 + ArtUnc_5: 6.84144295e-02 + ArtUnc_6: 1.47096026e-01 + ArtUnc_7: 2.55035943e-01 +- ArtUnc_1: 1.12965468e-01 + ArtUnc_2: 1.58544940e-02 + ArtUnc_3: -3.12691798e-02 + ArtUnc_4: 7.87522974e-02 + ArtUnc_5: -2.15469431e-01 + ArtUnc_6: -4.06773288e-02 + ArtUnc_7: 1.15478414e-01