diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_8TEV/uncertainties_PT-Y.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_8TEV/uncertainties_PT-Y.yaml
index 0c951df1c2..17f4635844 100644
--- a/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_8TEV/uncertainties_PT-Y.yaml
+++ b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_8TEV/uncertainties_PT-Y.yaml
@@ -217,8 +217,8 @@ bins:
   art_stat_corr_11: 1.88950359e-01
   art_stat_corr_12: -3.03516313e-01
   art_stat_corr_13: 5.47893451e-02
-  art_stat_corr_14: -3.61968690e-02
-  art_stat_corr_15: -1.45147200e-02
+  art_stat_corr_14: 3.61968690e-02
+  art_stat_corr_15: 1.45147200e-02
   art_stat_corr_16: 3.57674397e-02
   art_stat_corr_17: -4.73480618e-02
   art_stat_corr_18: -3.81081791e-04
@@ -239,19 +239,19 @@ bins:
   art_stat_corr_33: -6.44460004e-04
   art_stat_corr_34: 1.90281122e-04
   art_stat_corr_35: 1.96911015e-05
-  art_stat_corr_36: -1.31785797e-04
-  art_stat_corr_37: 2.17292102e-04
-  art_stat_corr_38: 9.81652084e-05
-  art_stat_corr_39: 1.04152303e-05
-  art_stat_corr_40: -2.01054227e-04
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+  art_stat_corr_36: 1.31785797e-04
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+  art_stat_corr_38: -9.81652084e-05
+  art_stat_corr_39: -1.04152303e-05
+  art_stat_corr_40: 2.01054227e-04
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   art_stat_corr_42: -2.20602976e-04
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+  art_stat_corr_44: 2.22190203e-04
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   art_stat_corr_47: 1.20018882e-07
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   art_stat_corr_49: 5.92069630e-08
   art_stat_corr_50: -2.99660051e-08
   corr_lumi_unc: 256.49
@@ -268,8 +268,8 @@ bins:
   art_stat_corr_11: 5.80237587e-01
   art_stat_corr_12: -3.11658386e-01
   art_stat_corr_13: -2.25287016e-01
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+  art_stat_corr_14: 2.34401765e-01
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   art_stat_corr_16: 2.61228062e-02
   art_stat_corr_17: -9.60287350e-02
   art_stat_corr_18: -4.38778300e-02
@@ -290,19 +290,19 @@ bins:
   art_stat_corr_33: 2.27300698e-03
   art_stat_corr_34: 2.47859782e-03
   art_stat_corr_35: -2.94268163e-03
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+  art_stat_corr_38: 7.09909831e-04
+  art_stat_corr_39: 4.25362342e-05
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   art_stat_corr_42: -2.24336371e-04
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   art_stat_corr_47: -2.39309146e-07
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   art_stat_corr_49: -7.70046657e-08
   art_stat_corr_50: -4.63619099e-07
   corr_lumi_unc: 75.842
@@ -319,8 +319,8 @@ bins:
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   art_stat_corr_12: 3.13372290e+00
   art_stat_corr_13: 2.28976887e+00
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   art_stat_corr_16: -1.08331390e+00
   art_stat_corr_17: -3.10349303e-01
   art_stat_corr_18: -4.71780716e-02
@@ -341,19 +341,19 @@ bins:
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   art_stat_corr_34: 1.87836013e-03
   art_stat_corr_35: -2.75830068e-03
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   art_stat_corr_47: -2.28454870e-07
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   art_stat_corr_50: -3.65043561e-07
   corr_lumi_unc: 2.79240000e+01
@@ -370,8 +370,8 @@ bins:
   art_stat_corr_11: -1.49921809e-01
   art_stat_corr_12: 2.24993463e-01
   art_stat_corr_13: -1.11396269e-01
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   art_stat_corr_16: 2.06220313e+00
   art_stat_corr_17: 1.71345852e+00
   art_stat_corr_18: -7.67729966e-01
@@ -392,19 +392,19 @@ bins:
   art_stat_corr_33: -1.19388221e-02
   art_stat_corr_34: 1.08854319e-02
   art_stat_corr_35: 1.04557213e-04
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   art_stat_corr_42: 1.90292244e-03
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   art_stat_corr_47: -1.13040456e-07
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   art_stat_corr_50: -6.26485024e-06
   corr_lumi_unc: 1.19730000e+01
@@ -421,8 +421,8 @@ bins:
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   art_stat_corr_12: 5.43279165e-02
   art_stat_corr_13: 7.82831221e-02
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   art_stat_corr_16: 6.96174669e-01
   art_stat_corr_17: 3.32711680e-01
   art_stat_corr_18: 3.60850890e-02
@@ -443,19 +443,19 @@ bins:
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   art_stat_corr_34: 1.29760702e-02
   art_stat_corr_35: -3.70802479e-03
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   art_stat_corr_42: -4.48651114e-04
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   art_stat_corr_47: 7.25793583e-08
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   art_stat_corr_50: -5.63464644e-06
   corr_lumi_unc: 5.7876
@@ -472,8 +472,8 @@ bins:
   art_stat_corr_11: -1.74843404e-02
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   art_stat_corr_13: 4.62862409e-02
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   art_stat_corr_16: 3.34981676e-01
   art_stat_corr_17: 1.55575129e-01
   art_stat_corr_18: 1.52309126e-02
@@ -494,19 +494,19 @@ bins:
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   art_stat_corr_50: -4.76503551e-06
   corr_lumi_unc: 2.85480000e+00
@@ -523,8 +523,8 @@ bins:
   art_stat_corr_11: -1.69248410e-02
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   art_stat_corr_13: -2.89486671e-03
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   art_stat_corr_18: -3.33552421e-02
@@ -545,19 +545,19 @@ bins:
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@@ -574,8 +574,8 @@ bins:
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   art_stat_corr_13: -4.56918052e-03
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@@ -596,19 +596,19 @@ bins:
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@@ -625,8 +625,8 @@ bins:
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@@ -676,8 +676,8 @@ bins:
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   art_stat_corr_50: -1.72090507e-05
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   art_stat_corr_12: -2.07973680e-04
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   art_stat_corr_12: 4.76735572e-03
   art_stat_corr_13: -2.54937662e-02
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   art_stat_corr_17: 1.29632199e-02
   art_stat_corr_18: -1.73617654e-02
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   art_stat_corr_34: -1.23483116e-03
   art_stat_corr_35: -4.54392185e-04
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   art_stat_corr_12: 9.93405811e-01
   art_stat_corr_13: 1.67890545e-02
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   art_stat_corr_17: 7.98764769e-02
   art_stat_corr_18: -4.89986513e-02
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   art_stat_corr_34: 1.56109673e-03
   art_stat_corr_35: 1.75465437e-03
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   art_stat_corr_50: 8.05439541e-07
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   art_stat_corr_12: -4.37963573e+00
   art_stat_corr_13: 3.17358208e+00
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   art_stat_corr_34: 1.87942027e-03
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   art_stat_corr_12: -6.38378735e-01
   art_stat_corr_13: 1.17782951e-01
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   art_stat_corr_13: 1.98900269e-02
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   art_stat_corr_50: -8.73985885e-06
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   art_stat_corr_11: 2.16200223e-02
   art_stat_corr_12: -1.87864239e-02
   art_stat_corr_13: -1.83176720e-03
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   art_stat_corr_16: 1.60595966e-02
   art_stat_corr_17: -2.33905297e-02
   art_stat_corr_18: -1.19412685e-02
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   art_stat_corr_33: -1.31917017e-02
   art_stat_corr_34: 2.06820281e-03
   art_stat_corr_35: -3.29300570e-02
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   art_stat_corr_42: -2.20798694e-02
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   art_stat_corr_49: -4.90072727e-06
   art_stat_corr_50: -1.51282903e-06
   corr_lumi_unc: 0.182026
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   art_stat_corr_11: 7.01262384e-04
   art_stat_corr_12: -3.87339695e-04
   art_stat_corr_13: -1.10278830e-05
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   art_stat_corr_16: 1.09022376e-03
   art_stat_corr_17: -2.25888756e-04
   art_stat_corr_18: -3.86857447e-04
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   art_stat_corr_33: -2.18198435e-04
   art_stat_corr_34: -1.77104077e-04
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   art_stat_corr_42: -2.42735251e-04
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   art_stat_corr_49: 4.46907789e-04
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   corr_lumi_unc: 0.006773
diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_8TEV/uncertainties_PT-Y_sys_10.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_8TEV/uncertainties_PT-Y_sys_10.yaml
index 13a26437df..f6ee884d4b 100644
--- a/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_8TEV/uncertainties_PT-Y_sys_10.yaml
+++ b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_8TEV/uncertainties_PT-Y_sys_10.yaml
@@ -221,8 +221,8 @@ bins:
   art_stat_corr_11: 1.88950359e-01
   art_stat_corr_12: -3.03516313e-01
   art_stat_corr_13: 5.47893451e-02
-  art_stat_corr_14: -3.61968690e-02
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   art_stat_corr_16: 3.57674397e-02
   art_stat_corr_17: -4.73480618e-02
   art_stat_corr_18: -3.81081791e-04
@@ -243,19 +243,19 @@ bins:
   art_stat_corr_33: -6.44460004e-04
   art_stat_corr_34: 1.90281122e-04
   art_stat_corr_35: 1.96911015e-05
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   art_stat_corr_42: -2.20602976e-04
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   art_stat_corr_50: -2.99660051e-08
   corr_lumi_unc: 256.49
@@ -273,8 +273,8 @@ bins:
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   art_stat_corr_12: -3.11658386e-01
   art_stat_corr_13: -2.25287016e-01
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   art_stat_corr_16: 2.61228062e-02
   art_stat_corr_17: -9.60287350e-02
   art_stat_corr_18: -4.38778300e-02
@@ -295,19 +295,19 @@ bins:
   art_stat_corr_33: 2.27300698e-03
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   art_stat_corr_35: -2.94268163e-03
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   corr_lumi_unc: 75.842
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   art_stat_corr_12: 3.53743531e-03
   art_stat_corr_13: -4.56918052e-03
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   art_stat_corr_17: 3.12029631e-02
   art_stat_corr_18: 3.05716555e-04
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   art_stat_corr_34: -1.41559574e-02
   art_stat_corr_35: -2.69647509e-02
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   art_stat_corr_50: -2.99835631e-05
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   art_stat_corr_12: 1.01309011e-02
   art_stat_corr_13: -2.05380904e-03
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   art_stat_corr_17: 1.46256507e-02
   art_stat_corr_18: -4.17035852e-03
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   art_stat_corr_34: -4.26402860e-03
   art_stat_corr_35: 1.91670516e-04
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   art_stat_corr_42: -3.91799228e-03
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   uncorr_mc_unc: 1.35500000e-01
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   art_stat_corr_12: 1.88902016e-04
   art_stat_corr_13: 4.49698834e-04
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   art_stat_corr_17: 9.18867934e-04
   art_stat_corr_18: -3.94074991e-05
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   art_stat_corr_34: -2.96485226e-04
   art_stat_corr_35: 8.58061063e-05
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   art_stat_corr_12: 1.92147117e-02
   art_stat_corr_13: -5.89195836e-03
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   art_stat_corr_13: 4.34517173e-02
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   corr_lumi_unc: 74.438
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   art_stat_corr_12: -1.26719825e+00
   art_stat_corr_13: -3.99928955e+00
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   art_stat_corr_50: -3.18570446e-07
   corr_lumi_unc: 2.35274000e+00
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   art_stat_corr_11: 1.30357286e-01
   art_stat_corr_12: -1.04006739e-01
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   art_stat_corr_16: 6.43471011e-02
   art_stat_corr_17: -1.11772187e-01
   art_stat_corr_18: -1.07459944e-01
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   art_stat_corr_33: 5.39535113e-02
   art_stat_corr_34: -1.18039695e-01
   art_stat_corr_35: -1.18829514e-01
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   art_stat_corr_42: -2.06083780e-03
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   art_stat_corr_50: -2.56940603e-06
   corr_lumi_unc: 1.2324
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   art_stat_corr_11: 6.39809166e-02
   art_stat_corr_12: -5.62441705e-02
   art_stat_corr_13: -8.60508429e-03
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   art_stat_corr_16: 9.65043621e-02
   art_stat_corr_17: -5.79684165e-02
   art_stat_corr_18: -5.36348658e-02
@@ -2635,19 +2635,19 @@ bins:
   art_stat_corr_33: -8.80969907e-02
   art_stat_corr_34: -3.17858802e-02
   art_stat_corr_35: -7.81005493e-01
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   art_stat_corr_47: 9.15909645e-06
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+  art_stat_corr_48: 2.02942268e-08
   art_stat_corr_49: -8.56509364e-06
   art_stat_corr_50: -9.87039735e-06
   corr_lumi_unc: 0.73788
@@ -2665,8 +2665,8 @@ bins:
   art_stat_corr_11: 4.28227739e-02
   art_stat_corr_12: -3.90788349e-02
   art_stat_corr_13: -1.17183850e-02
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+  art_stat_corr_14: 1.87256478e-02
+  art_stat_corr_15: 5.59533631e-02
   art_stat_corr_16: 3.18117759e-02
   art_stat_corr_17: -3.37813474e-02
   art_stat_corr_18: -2.63041483e-02
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   art_stat_corr_33: 1.39180525e-02
   art_stat_corr_34: 2.66793505e-02
   art_stat_corr_35: 5.70308565e-02
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+  art_stat_corr_36: -3.34543955e-02
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+  art_stat_corr_40: 4.28830528e-01
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+  art_stat_corr_43: -2.99696808e-02
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   art_stat_corr_47: 7.34937132e-06
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   art_stat_corr_49: -1.02775446e-06
   art_stat_corr_50: -8.73985885e-06
   corr_lumi_unc: 3.67380000e-01
@@ -2717,8 +2717,8 @@ bins:
   art_stat_corr_11: 2.16200223e-02
   art_stat_corr_12: -1.87864239e-02
   art_stat_corr_13: -1.83176720e-03
-  art_stat_corr_14: -1.36623166e-02
-  art_stat_corr_15: -2.15968034e-02
+  art_stat_corr_14: 1.36623166e-02
+  art_stat_corr_15: 2.15968034e-02
   art_stat_corr_16: 1.60595966e-02
   art_stat_corr_17: -2.33905297e-02
   art_stat_corr_18: -1.19412685e-02
@@ -2739,19 +2739,19 @@ bins:
   art_stat_corr_33: -1.31917017e-02
   art_stat_corr_34: 2.06820281e-03
   art_stat_corr_35: -3.29300570e-02
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-  art_stat_corr_39: 1.74760083e-03
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-  art_stat_corr_41: -3.13119487e-01
+  art_stat_corr_36: -7.67639192e-03
+  art_stat_corr_37: 1.42420664e-03
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+  art_stat_corr_39: -1.74760083e-03
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   art_stat_corr_42: -2.20798694e-02
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   art_stat_corr_47: -1.75236609e-05
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   corr_lumi_unc: 0.182026
@@ -2769,8 +2769,8 @@ bins:
   art_stat_corr_11: 7.01262384e-04
   art_stat_corr_12: -3.87339695e-04
   art_stat_corr_13: -1.10278830e-05
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   art_stat_corr_16: 1.09022376e-03
   art_stat_corr_17: -2.25888756e-04
   art_stat_corr_18: -3.86857447e-04
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   art_stat_corr_33: -2.18198435e-04
   art_stat_corr_34: -1.77104077e-04
   art_stat_corr_35: -9.14127285e-04
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   art_stat_corr_50: 2.97741379e-04
   corr_lumi_unc: 0.006773