Shifts due to correlated uncertainties

nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_13TEV_DIF/metadata.yaml

@@ -18,7 +18,7 @@ version_comment: "NA"
 
 implemented_observables:
 
-  - observable: {description: "double differential cross section w.r.t. pT and y", label: '$\frac{d^2\sigma}{dp_T d|y|}$', units: "$pb/GeV$"}
+  - observable: {description: "double differential cross section w.r.t. pT and y", label: '$\frac{d^2\sigma}{dp_T d|y|}$ (pb/GeV)', units: "$pb/GeV$"}
     observable_name: PT-Y
     process_type: JET
     ndata: 177 # 33+32+31+31+28+22
@@ -36,9 +36,9 @@ implemented_observables:
     plotting:
       kinematics_override: identity
       x_scale: log
-      dataset_label: 'ATLAS Jet 13 TeV: $\frac{d^2\sigma}{dp_T d|y|}$'
+      dataset_label: 'ATLAS 13 TeV single-inclusive jets $\frac{d^2\sigma}{dp_T d|y|}$'
       plot_x: pT
-      y_label: '$\frac{d^2\sigma}{dp_T d|y|}$ ($\frac{pb}{GeV}$)'
+      y_label: '$d^2\sigma/dp_T d|y|$ (pb/GeV)'
       figure_by: 
         - y
     theory:
@@ -69,9 +69,9 @@ implemented_observables:
     plotting:
       kinematics_override: identity
       x_scale: log
-      dataset_label: 'ATLAS Jet 13 TeV: $\frac{d^2\sigma}{dp_T d|y|}$'
+      dataset_label: 'ATLAS single-inclusive 13 TeV: $\frac{d^2\sigma}{dp_T d|y|}$'
       plot_x: pT
-      y_label: '$\frac{d^2\sigma}{dp_T d|y|}$ ($\frac{pb}{GeV}$)'
+      y_label: '$d^2\sigma/dp_T d|y|$ (pb/GeV)'
       figure_by: 
         - y
     theory:

nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_13TEV_DIF/metadata.yaml

@@ -17,7 +17,7 @@ version_comment: "NA"
 
 implemented_observables:
 
-  - observable: {description: "double differential cross section w.r.t. m_jj and y*", label: '$\frac{d^2\sigma}{dm_{jj} d|y^*|}$', units: "$pb/GeV$"}
+  - observable: {description: "double differential cross section w.r.t. m_jj and y*", label: '$\frac{d^2\sigma}{dm_{jj}d|y^*|}$ (pb/GeV)', units: "$pb/GeV$"}
     observable_name: MJJ-Y
     process_type: DIJET
     ndata: 136 # 28+28+27+24+21+8
@@ -35,9 +35,9 @@ implemented_observables:
     plotting:
       kinematics_override: identity
       x_scale: log
-      dataset_label: 'ATLAS DiJet 13 TeV: $\frac{d^2\sigma}{dm_{jj} d|y^*|}$'
+      dataset_label: 'ATLAS 13 TeV di-jets $\frac{d^2\sigma}{dm_{jj} d|y^*|}$ (pb/GeV)'
       plot_x: m_jj
-      y_label: '$\frac{d^2\sigma}{dm_{jj} d|y^*|}$ ($\frac{pb}{GeV}$)'
+      y_label: '$d^2\sigma/dm_{jj} d|y^*|$ (pb/GeV)'
       figure_by: 
         - ystar
     theory:

nnpdf_data/nnpdf_data/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml

@@ -17,7 +17,7 @@ version_comment: "NA"
 
 implemented_observables:
 
-  - observable: {description: "differential cross section w.r.t. mass of top pair", label: '$\frac{d\sigma}{dm_{t\bar{t}}}$', units: '$\frac{pb}{GeV}$'}
+  - observable: {description: "differential cross section w.r.t. mass of top pair", label: '$\frac{d\sigma}{dm_{t\bar{t}}}$ (pb/GeV)', units: '$\frac{pb}{GeV}$'}
     observable_name: MTTBAR
     process_type: HQP_MQQ
     ndata: 9
@@ -33,7 +33,7 @@ implemented_observables:
       - uncertainties_dSig_dmttBar.yaml
     kinematic_coverage: [m_ttBar, m_t2, sqrts]
     plotting:
-      dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{d\sigma}{dm_{t\bar{t}}}$'
+      dataset_label: 'ATLAS 13 TeV $t\bar{t}$ all hadr. $\frac{d\sigma}{dm_{t\bar{t}}}$'
       kinematics_override: identity
       x_scale: log
       plot_x: m_ttBar
@@ -88,7 +88,7 @@ implemented_observables:
     plotting:
       dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{d\sigma}{d|y_{t\bar{t}}|}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: y_ttBar
       y_label: '$\frac{d\sigma}{d|y_{t\bar{t}}|}$ ($pb$)'
     theory:
@@ -112,9 +112,9 @@ implemented_observables:
       - uncertainties_dSig_dyttBar_norm.yaml
     kinematic_coverage: [y_ttBar, m_t2, sqrts]
     plotting:
-      dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$'
+      dataset_label: 'ATLAS 13 TeV $t\bar{t}$ all hadr. $\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: y_ttBar
       y_label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$'
     theory:
@@ -123,7 +123,7 @@ implemented_observables:
         - - ATLAS_TTBAR_13TEV_HADR_DIF_YTTBAR-INTEGRATED
       operation: 'ratio'
 
-  - observable: {description: "double differential cross section w.r.t. mass and absolute rapidity of top pair", label: '$\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$', units: '$\frac{pb}{GeV}$'}
+  - observable: {description: "double differential cross section w.r.t. mass and absolute rapidity of top pair", label: '$\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$ (pb/GeV)', units: '$\frac{pb}{GeV}$'}
     observable_name: MTTBAR-YTTBAR
     process_type: HQP_YQQ
     ndata: 11 # 4+4+3
@@ -140,9 +140,9 @@ implemented_observables:
       - uncertainties_d2Sig_dmttBar_dyttBar.yaml
     kinematic_coverage: [y_ttBar, m_ttBar, m_t2]
     plotting:
-      dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$'
+      dataset_label: 'ATLAS 13 TeV $t\bar{t}$ all hadr. $\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: y_ttBar
       y_label: '$\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$ ($\frac{pb}{GeV}$)'
       figure_by:
@@ -171,7 +171,7 @@ implemented_observables:
     plotting:
       dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{1}{\sigma}\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: y_ttBar
       y_label: '$\frac{1}{\sigma}\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$ ($\frac{1}{GeV}$)'
       figure_by:

nnpdf_data/nnpdf_data/new_commondata/ATLAS_TTBAR_13TEV_LJ_DIF/metadata.yaml

@@ -43,7 +43,7 @@ implemented_observables:
         - - ATLAS_TTBAR_13TEV_LJ_DIF_MTTBAR
       operation: 'null'
 
-  - observable: {description: "normalized differential cross section w.r.t. ttBar invariant mass", label: '$\frac{1}{\sigma}\frac{d\sigma}{dm_{t\bar{t}}}$', units: "$\frac{1}{GeV}$"}
+  - observable: {description: "normalized differential cross section w.r.t. ttBar invariant mass", label: '$\frac{1}{\sigma}\frac{d\sigma}{dm_{t\bar{t}}}$ (1/GeV)', units: "$\frac{1}{GeV}$"}
     observable_name: MTTBAR-NORM
     process_type: HQP_MQQ
     ndata: 9
@@ -59,7 +59,7 @@ implemented_observables:
       - uncertainties_dSig_dmttBar_norm.yaml
     kinematic_coverage: [m_ttBar, m_t2, sqrts]
     plotting:
-      dataset_label: 'ATLAS 13 TeV top quark pair l+j channel: $\frac{1}{\sigma}\frac{d\sigma}{dm_{t\bar{t}}}$'
+      dataset_label: 'ATLAS 13 TeV $t\bar{t}$ $\ell+j$ $\frac{1}{\sigma}\frac{d\sigma}{dm_{t\bar{t}}}$'
       kinematics_override: identity
       x_scale: log
       plot_x: m_ttBar
@@ -70,14 +70,14 @@ implemented_observables:
         - - ATLAS_TTBAR_13TEV_LJ_DIF_MTTBAR-INTEGRATED
       operation: 'ratio'
 
-  - observable: {description: "differential cross section w.r.t. transverse momentum of t", label: '$\frac{d\sigma}{dpT_t}$', units: '$\frac{pb}{GeV}$'}
+  - observable: {description: "differential cross section w.r.t. transverse momentum of t", label: '$\frac{d\sigma}{dp_T^t}$', units: '$\frac{pb}{GeV}$'}
     observable_name: PTT
     process_type: HQP_PTQ
     ndata: 8
     tables: [610] 
     kinematics:
       variables:
-        pT_t: {description: "transverse momentum of t", label: "$pT_t$", units: "$GeV$"}
+        pT_t: {description: "transverse momentum of t", label: "$p_T^t$", units: "$GeV$"}
         m_t2: {description: "mass of top quark squared", label: '$m_{t}^2$', units: '$GeV^2$'}
         sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"}
       file: kinematics_dSig_dpTt.yaml
@@ -86,24 +86,24 @@ implemented_observables:
       - uncertainties_dSig_dpTt.yaml
     kinematic_coverage: [pT_t, m_t2, sqrts]
     plotting:
-      dataset_label: 'ATLAS 13 TeV top quark pair l+j channel: $\frac{d\sigma}{dpT_t}$'
+      dataset_label: 'ATLAS 13 TeV top quark pair l+j channel: $\frac{d\sigma}{dp_T^t}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: pT_t
       y_label: '$\frac{d\sigma}{dpT_t}$ ($\frac{pb}{GeV}$)'
     theory:
       FK_tables:
         - - ATLAS_TTBAR_13TEV_LJ_DIF_PTT
       operation: 'null'
 
-  - observable: {description: "normalized differential cross section w.r.t. transverse momentum of t", label: '$\frac{1}{\sigma}\frac{d\sigma}{dpT_t}$', units: '$\frac{1}{GeV}$'}
+  - observable: {description: "normalized differential cross section w.r.t. transverse momentum of t", label: '$\frac{1}{\sigma}\frac{d\sigma}{dp_T^t}$ (1/GeV)', units: '$\frac{1}{GeV}$'}
     observable_name: PTT-NORM
     process_type: HQP_PTQ
     ndata: 8
     tables: [608]
     kinematics:
       variables:
-        pT_t: {description: "transverse momentum of t", label: "$pT_t$", units: "$GeV$"}
+        pT_t: {description: "transverse momentum of t", label: "$p_T^t$", units: "$GeV$"}
         m_t2: {description: "mass of top quark squared", label: '$m_{t}^2$', units: '$GeV^2$'}
         sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"}
       file: kinematics_dSig_dpTt_norm.yaml
@@ -112,9 +112,9 @@ implemented_observables:
       - uncertainties_dSig_dpTt_norm.yaml
     kinematic_coverage: [pT_t, m_t2, sqrts]
     plotting:
-      dataset_label: 'ATLAS 13 TeV top quark pair l+j channel: $\frac{1}{\sigma}\frac{d\sigma}{dpT_t}$'
+      dataset_label: 'ATLAS 13 TeV $t\bar{t}$ $\ell+j$ $\frac{1}{\sigma}\frac{d\sigma}{dpT_t}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: pT_t
       y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dpT_t}$ ($\frac{1}{GeV}$)'
     theory:
@@ -141,7 +141,7 @@ implemented_observables:
     plotting:
       dataset_label: 'ATLAS 13 TeV top quark pair l+j channel: $\frac{d\sigma}{d|y_{t}|}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: y_t
       y_label: '$\frac{d\sigma}{d|y_{t}|}$ ($pb$)'
     theory:
@@ -165,9 +165,9 @@ implemented_observables:
       - uncertainties_dSig_dyt_norm.yaml
     kinematic_coverage: [y_t, m_t2, sqrts]
     plotting:
-      dataset_label: 'ATLAS 13 TeV top quark pair l+j channel: $\frac{1}{\sigma}\frac{d\sigma}{d|y_{t}|}$'
+      dataset_label: 'ATLAS 13 TeV $t\bar{t}$ $\ell+j$ $\frac{1}{\sigma}\frac{d\sigma}{d|y_{t}|}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: y_t
       y_label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t}|}$'
     theory:
@@ -194,7 +194,7 @@ implemented_observables:
     plotting:
       dataset_label: 'ATLAS 13 TeV top quark pair l+j channel: $\frac{d\sigma}{d|y_{t\bar{t}}|}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: y_ttBar
       y_label: '$\frac{d\sigma}{d|y_{t\bar{t}}|}$ ($pb$)'
     theory:
@@ -218,9 +218,9 @@ implemented_observables:
       - uncertainties_dSig_dyttBar_norm.yaml
     kinematic_coverage: [y_ttBar, m_t2, sqrts]
     plotting:
-      dataset_label: 'ATLAS 13 TeV top quark pair l+j channel: $\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$'
+      dataset_label: 'ATLAS 13 TeV $t\bar{t}$ $\ell+j$ $\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$'
       kinematics_override: identity
-      x_scale: log
+      x_scale: linear
       plot_x: y_ttBar
       y_label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}}$'
     theory:

nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml

@@ -21,7 +21,7 @@ implemented_observables:
   - observable_name: "LL"
     observable: 
       description: "ATLAS 13 TeV, transverse momentum distribution of Drell-Yan lepton pairs."
-      label: r"$1/\sigma_{fid}d\\sigma/dp_{T}^{\\l\\l}$"
+      label: '$\frac{1}{\sigma}\,\frac{d\sigma}{dp_{T}^{\ell\ell}}$ (1/GeV)'
       units: "[1/GeV]"
 
     ndata: 38
@@ -30,7 +30,7 @@ implemented_observables:
     process_type: DY_NC_PT
 
     plotting:
-      dataset_label: 'ATLAS 13 TeV normalized differential cross section in $pT_{ll}$'
+      dataset_label: 'ATLAS 13 TeV $Z$ $\frac{1}{\sigma}\frac{d\sigma}{dp_{T}^{\ell\ell}}$'
       kinematics_override: identity
       x_scale: log
       plot_x: pT
@@ -39,7 +39,7 @@ implemented_observables:
 
     kinematics:
       variables:
-        pT: {description: "lepton pair transverse momentum", label: '$p_T$', units: ""}
+        pT: {description: "lepton pair transverse momentum", label: '$p_T^{\ell\ell}$', units: "GeV"}
         m_Z2: {description: "Z boson mass squared", label: '$M_Z^2$', units: "GeV"}
         sqrts: {description: "center of mass energy", label: '$\sqrt(s)$', units: "GeV"}
 

nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/metadata.yaml

@@ -24,7 +24,7 @@ implemented_observables:
   - observable_name: "LL"
     observable: 
       description: "ATLAS 8 TeV, Z boson rapidity distribution in full phase space of decay leptons"
-      label: r"$d\\sigma/d|\|y_{ll}||$"
+      label: '$\frac{d\sigma}{d|y|}$ (pb)'
       units: "[pb]"
 
     ndata: 7
@@ -33,7 +33,7 @@ implemented_observables:
     process_type: DY_Z_Y
 
     plotting:
-      dataset_label: 'ATLAS 8 TeV $Z \to l^+ l^-$, absolute rapidity'
+      dataset_label: 'ATLAS 8 TeV $Z$ $\frac{d\sigma}{d|y|}$'
       kinematics_override: identity
       x_scale: linear
       plot_x: y
@@ -42,7 +42,7 @@ implemented_observables:
 
     kinematics:
       variables:
-        y: {description: "Z > l+ l- absolute rapidity", label: '$|y_{ll}|$', units: ""}
+        y: {description: "Z > l+ l- absolute rapidity", label: '$|y_{\ell\ell}|$', units: ""}
         m_Z2: {description: "Z boson mass squared", label: '$M_Z^2$', units: "GeV"}
         sqrts: {description: "center of mass energy", label: '$\sqrt(s)$', units: "GeV"}
       file: kinematics.yaml

nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_13TEV_DIF/metadata.yaml

@@ -17,7 +17,7 @@ version_comment: "NA"
 
 implemented_observables:
 
-  - observable: {description: "double differential cross section w.r.t. pT and y", label: '$\frac{d^2\sigma}{dp_T d|y|}$', units: "$pb/GeV$"}
+  - observable: {description: "double differential cross section w.r.t. pT and y", label: '$\frac{d^2\sigma}{dp_T d|y|}$ (pb/GeV)', units: "$pb/GeV$"}
     observable_name: PT-Y-R04
     process_type: JET
     ndata: 78 # 22+21+19+16
@@ -34,7 +34,7 @@ implemented_observables:
     kinematic_coverage: [y, pT, sqrts]
     plotting:
       kinematics_override: identity
-      dataset_label: 'CMS Jet 13 TeV R = 0.4: $\frac{d^2\sigma}{dp_T d|y|}$'
+      dataset_label: 'CMS 13 TeV single-inclusive jets (R=0.4) $\frac{d^2\sigma}{dp_T d|y|}$'
       plot_x: pT
       x_scale: log
       y_label: '$\frac{d^2\sigma}{dp_T d|y|}$ ($\frac{pb}{GeV}$)'
@@ -48,7 +48,7 @@ implemented_observables:
           - CMS_1JET_13TEV_DIF_PT-Y-R04_BIN4
       operation: 'null'
 
-  - observable: {description: "double differential cross section w.r.t. pT and y", label: '$\frac{d^2\sigma}{dp_T d|y|}$', units: "$pb/GeV$"}
+  - observable: {description: "double differential cross section w.r.t. pT and y", label: '$\frac{d^2\sigma}{dp_T d|y|}$ (pb/GeV)', units: "$pb/GeV$"}
     observable_name: PT-Y-R07
     process_type: JET
     ndata: 78 # 22+21+19+16
@@ -65,7 +65,7 @@ implemented_observables:
     kinematic_coverage: [y, pT, sqrts]
     plotting:
       kinematics_override: identity
-      dataset_label: 'CMS Jet 13 TeV R = 0.7: $\frac{d^2\sigma}{dp_T d|y|}$'
+      dataset_label: 'CMS 13 TeV single-inclusive jets (R=0.7) $\frac{d^2\sigma}{dp_T d|y|}$'
       plot_x: pT
       x_scale: log
       y_label: '$\frac{d^2\sigma}{dp_T d|y|}$ ($\frac{pb}{GeV}$)'