From 015a3327c95f22333b6256d080464cc37d44f619 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 9 Nov 2024 10:40:39 +0000 Subject: [PATCH 01/12] added data and kinematics --- .../ATLAS_Z0_8TEV_LOWMASS/data.yaml | 85 ++ .../ATLAS_Z0_8TEV_LOWMASS/filter.py | 87 ++ .../ATLAS_Z0_8TEV_LOWMASS/filter_utils.py | 92 ++ .../ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml | 1009 +++++++++++++++++ 4 files changed, 1273 insertions(+) create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/data.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/data.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/data.yaml new file mode 100644 index 0000000000..a4b6ddd68e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/data.yaml @@ -0,0 +1,85 @@ +data_central: +- 184.96 +- 1.86960000e+02 +- 185.78 +- 187.32 +- 185.6 +- 1.87640000e+02 +- 1.85980000e+02 +- 181.96 +- 166.32 +- 134.78 +- 85.98 +- 29.3 +- 3.04640000e+02 +- 301.96 +- 302.34 +- 3.00660000e+02 +- 294.94 +- 2.93320000e+02 +- 281.74 +- 254.34 +- 208.32 +- 1.54020000e+02 +- 9.26600000e+01 +- 30.5 +- 5.99640000e+03 +- 5995.0 +- 5970.0 +- 5925.6 +- 5.86860000e+03 +- 5.65540000e+03 +- 5185.4 +- 4.50960000e+03 +- 3658.4 +- 2674.0 +- 1596.62 +- 520.16 +- 7084.4 +- 7043.8 +- 7008.6 +- 6978.6 +- 6897.8 +- 6.59740000e+03 +- 6017.0 +- 5209.0 +- 4.22760000e+03 +- 3069.4 +- 1831.68 +- 595.56 +- 238.3 +- 239.28 +- 234.6 +- 233.08 +- 228.94 +- 2.15760000e+02 +- 1.95840000e+02 +- 166.38 +- 134.9 +- 98.4 +- 57.62 +- 18.48 +- 48.44 +- 47.86 +- 4.73800000e+01 +- 47.72 +- 45.36 +- 42.26 +- 3.84400000e+01 +- 32.28 +- 26.58 +- 19.32 +- 11.4 +- 3.48 +- 11.1 +- 11.02 +- 10.82 +- 10.66 +- 9.98000000e+00 +- 9.22 +- 8.56 +- 7.12000000e+00 +- 5.72000000e+00 +- 4.06000000e+00 +- 2.46 +- 0.82 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py new file mode 100644 index 0000000000..e4103a4c15 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py @@ -0,0 +1,87 @@ +""" +filter.py module for ATLAS_Z0_8TEV_LOWMASS dataset +When running `python filter.py` the relevant uncertainties , data and kinematics yaml +file will be created in the `nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS` directory. +""" + +import yaml +from filter_utils import get_kinematics, get_data_values, get_systematics +from nnpdf_data.filter_utils.utils import prettify_float +yaml.add_representer(float, prettify_float) + + +def filter_ATLAS_Z0_8TEV_LOWMASS_data_kinetic(): + """ + This function writes the central values and kinematics to yaml files. + """ + + kin = get_kinematics() + central_values = list(get_data_values()) + + data_central_yaml = {"data_central": central_values} + + kinematics_yaml = {"bins": kin} + + # write central values and kinematics to yaml file + with open("data.yaml", "w") as file: + yaml.dump(data_central_yaml, file, sort_keys=False) + + with open("kinematics.yaml", "w") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + +def filter_ATLAS_Z0_8TEV_LOWMASS_systematics(): + """ + This function writes the systematics to a yaml file. + """ + + with open("metadata.yaml", "r") as file: + metadata = yaml.safe_load(file) + + systematics = get_systematics() + + # error definition + error_definitions = {} + errors = [] + + for sys in systematics: + if sys[0]['name'] == 'stat': + error_definitions[sys[0]['name']] = { + "description": f"{sys[0]['name']}", + "treatment": "ADD", + "type": "UNCORR", + } + + elif (sys[0]['name'] == 'sys_res') or (sys[0]['name'] == 'sys_MC'): + error_definitions[sys[0]['name']] = { + "description": f"{sys[0]['name']}", + "treatment": "MULT", + "type": "UNCORR", + } + + else: + error_definitions[sys[0]['name']] = { + "description": f"{sys[0]['name']}", + "treatment": "MULT", + "type": "CORR", + } + + # + for i in range(metadata['implemented_observables'][0]['ndata']): + error_value = {} + + for sys in systematics: + error_value[sys[0]['name']] = float(sys[0]['values'][i]) + + errors.append(error_value) + + uncertainties_yaml = {"definitions": error_definitions, "bins": errors} + + # write uncertainties + with open(f"uncertainties.yaml", 'w') as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + filter_ATLAS_Z0_8TEV_LOWMASS_data_kinetic() + # filter_ATLAS_Z0_7TEV_LOMASS_systematics() \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py new file mode 100644 index 0000000000..43bc16e71b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py @@ -0,0 +1,92 @@ +""" +This module contains helper functions that are used to extract the uncertainties, kinematics and data values +from the rawdata files. +""" + +import yaml +import pandas as pd +import numpy as np + + +def get_kinematics(): + """ + returns the kinematics in the form of a list of dictionaries. + """ + kin = [] + + hepdata_table = f"rawdata/HEPData-ins1630886-v3-Table_5.yaml" + + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + + for indep_var1, indep_var2 in zip(input["independent_variables"][1]['values'], input["independent_variables"][2]['values']): + + kin_value = { + 'y': {'min': indep_var1['low'], 'mid': 0.5 * (indep_var1['low']+indep_var1['high']), 'max': indep_var1['high']}, + 'M2': { + 'min': indep_var2['low'] ** 2, + 'mid': (0.5 * (indep_var2['low'] + indep_var2['high'])) ** 2, + 'max': indep_var2['high'] ** 2, + }, + 'sqrts': {'min': None, 'mid': 8000.0, 'max': None}, + } + + kin.append(kin_value) + + return kin + + +def get_data_values(): + """ + returns the central data values in the form of a list. + """ + + data_central = [] + + hepdata_table = f"rawdata/HEPData-ins1630886-v3-Table_5.yaml" + + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + + values = input['dependent_variables'][0]['values'] + + for value in values: + # store data central and convert the units + data_central.append(value['value'] * 1000) + + return data_central + + +def get_systematics_dataframe(): + """ + returns the absolute systematic uncertainties in the form of a pandas dataframe. + """ + sys_rawdata_path = "rawdata/ATLASLOMASSDY11EXT.csv" + + df = pd.read_csv(sys_rawdata_path) + data_central = np.array(get_data_values()) + + # convert (MULT) percentage unc to absolute unc + abs_unc_df = (df.T[3:] * data_central).T / 100 + + return abs_unc_df + + +def get_systematics(): + """ """ + abs_unc_df = get_systematics_dataframe() + + uncertainties = [] + + for i, unc_dp in enumerate(abs_unc_df.values.T): + name = f"{abs_unc_df.columns[i]}" + values = [unc_dp[j] for j in range(len(unc_dp))] + uncertainties.append([{"name": name, "values": values}]) + + return uncertainties + +if __name__ == '__main__': + get_kinematics() + # get_data_values() + # get_systematics_dataframe() + # get_systematics() \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml new file mode 100644 index 0000000000..82d2a6b253 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml @@ -0,0 +1,1009 @@ +bins: +- y: + min: 0.0 + mid: 0.1 + max: 0.2 + M2: + min: 2116.0 + mid: 3136.0 + max: 4356.0 + sqrts: + min: null + mid: 8000.0 + max: null +- y: + min: 0.2 + mid: 3.00000000e-01 + max: 0.4 + M2: + min: 2116.0 + mid: 3136.0 + max: 4356.0 + sqrts: + min: null + mid: 8000.0 + max: null +- y: + min: 0.4 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30625.0 + max: 40000.0 + sqrts: + min: null + mid: 8000.0 + max: null +- y: + min: 2.0 + mid: 2.1 + max: 2.2 + M2: + min: 22500.0 + mid: 30625.0 + max: 40000.0 + sqrts: + min: null + mid: 8000.0 + max: null +- y: + min: 2.2 + mid: 2.3 + max: 2.4 + M2: + min: 22500.0 + mid: 30625.0 + max: 40000.0 + sqrts: + min: null + mid: 8000.0 + max: null From c4110a588b417cf24abbb26c69a42cb41836a781 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 9 Nov 2024 10:40:51 +0000 Subject: [PATCH 02/12] added raw hepdata --- .../HEPData-ins1630886-v3-Table_5.yaml | 23701 ++++++++++++++++ 1 file changed, 23701 insertions(+) create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v3-Table_5.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v3-Table_5.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v3-Table_5.yaml new file mode 100644 index 0000000000..24369b4411 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v3-Table_5.yaml @@ -0,0 +1,23701 @@ +dependent_variables: +- header: {name: Z3D CC, units: pb/GeV^2} + qualifiers: + - {name: RE, value: PP --> Z0 < LEPTON+ LEPTON- > Z0 < LEPTON+ LEPTON- > Z} + - {name: SQRT(S), units: TeV, value: 8} + values: + - errors: + - {label: Stat, symerror: 0.0010357760000000002} + - {label: sysZ3D1001, symerror: -7.398400000000002e-05} + - {label: sysZ3D1002, symerror: -0.00018496000000000002} + - {label: sysZ3D1003, symerror: -1.8496000000000004e-05} + - {label: sysZ3D1004, symerror: 0.0} + - {label: sysZ3D1005, symerror: 0.0} + - {label: sysZ3D1006, symerror: 0.0} + - {label: sysZ3D1007, symerror: 0.0} + - {label: sysZ3D1008, symerror: 0.0} + - {label: sysZ3D1009, symerror: 0.0} + - {label: sysZ3D1010, symerror: 0.0} + - {label: sysZ3D1011, symerror: 0.0} + - {label: sysZ3D1012, symerror: 0.0} + - {label: sysZ3D1013, symerror: 0.0} + 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{high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} +- header: {name: Rapidity, units: none} + values: + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} +- header: {name: Mass, units: GeV/c^2} + values: + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} From 48448fe628889b8b593649eead3034db0a4b462c Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 9 Nov 2024 10:41:17 +0000 Subject: [PATCH 03/12] added refereences to metadata --- .../nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml index 4bbdea81c7..1b8b8d703d 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml @@ -8,9 +8,9 @@ arXiv: url: https://arxiv.org/abs/1710.05167 journal: JHEP 12 (2017) 059 iNSPIRE: - url: '' + url: 'https://inspirehep.net/literature/1630886' hepdata: - url: '' + url: 'https://www.hepdata.net/record/117854' version: -1 implemented_observables: - observable_name: M-Y From c4fd45c0c6edf4ab0da6916cfc380d7dc7351995 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 9 Nov 2024 12:07:11 +0000 Subject: [PATCH 04/12] renamed Stat to stat --- .../HEPData-ins1630886-v3-Table_5.yaml | 168 +++++++++--------- 1 file changed, 84 insertions(+), 84 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v3-Table_5.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v3-Table_5.yaml index 24369b4411..e7f94c8943 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v3-Table_5.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v3-Table_5.yaml @@ -5,7 +5,7 @@ dependent_variables: - {name: SQRT(S), units: TeV, value: 8} values: - errors: - - {label: Stat, symerror: 0.0010357760000000002} + - {label: stat, symerror: 0.0010357760000000002} - {label: sysZ3D1001, symerror: -7.398400000000002e-05} - {label: sysZ3D1002, symerror: -0.00018496000000000002} - {label: sysZ3D1003, symerror: -1.8496000000000004e-05} @@ -284,7 +284,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0008323200000000001} value: 0.18496 - errors: - - {label: Stat, symerror: 0.001046976} + - {label: stat, symerror: 0.001046976} - {label: sysZ3D1001, symerror: -7.4784e-05} - {label: sysZ3D1002, symerror: -0.00016826399999999997} - {label: sysZ3D1003, symerror: -1.8696e-05} @@ -563,7 +563,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0008787119999999998} value: 0.18696 - errors: - - {label: Stat, symerror: 0.0010589459999999998} + - {label: stat, symerror: 0.0010589459999999998} - {label: sysZ3D1001, symerror: -5.5734e-05} - {label: sysZ3D1002, symerror: -0.000167202} - {label: sysZ3D1003, symerror: -1.8578e-05} @@ -842,7 +842,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0008174320000000001} value: 0.18578 - errors: - - {label: Stat, symerror: 0.0010489920000000001} + - {label: stat, symerror: 0.0010489920000000001} - {label: sysZ3D1001, symerror: -5.619599999999999e-05} - {label: sysZ3D1002, symerror: -0.00018732} - {label: sysZ3D1003, symerror: -1.8732e-05} @@ -1121,7 +1121,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0007867439999999999} value: 0.18732 - errors: - - {label: Stat, symerror: 0.00103936} + - {label: stat, symerror: 0.00103936} - {label: sysZ3D1001, symerror: -5.567999999999999e-05} - {label: sysZ3D1002, symerror: -0.00016703999999999997} - {label: sysZ3D1003, symerror: -1.856e-05} @@ -1400,7 +1400,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00079808} value: 0.1856 - errors: - - {label: Stat, symerror: 0.0010507840000000001} + - {label: stat, symerror: 0.0010507840000000001} - {label: sysZ3D1001, symerror: -5.6291999999999996e-05} - {label: sysZ3D1002, symerror: -0.00015011200000000002} - {label: sysZ3D1003, symerror: -1.8764000000000002e-05} @@ -1679,7 +1679,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0007880879999999999} value: 0.18764 - errors: - - {label: Stat, symerror: 0.001060086} + - {label: stat, symerror: 0.001060086} - {label: sysZ3D1001, symerror: -5.5793999999999995e-05} - {label: sysZ3D1002, symerror: -0.00013018600000000002} - {label: sysZ3D1003, symerror: -1.8598e-05} @@ -1958,7 +1958,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0007625179999999999} value: 0.18598 - errors: - - {label: Stat, symerror: 0.0010553679999999999} + - {label: stat, symerror: 0.0010553679999999999} - {label: sysZ3D1001, symerror: -7.278400000000001e-05} - {label: sysZ3D1002, symerror: -0.00012737200000000003} - {label: sysZ3D1003, symerror: -1.8196000000000003e-05} @@ -2237,7 +2237,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000764232} value: 0.18196 - errors: - - {label: Stat, symerror: 0.001014552} + - {label: stat, symerror: 0.001014552} - {label: sysZ3D1001, symerror: -6.6528e-05} - {label: sysZ3D1002, symerror: -9.979199999999998e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -2516,7 +2516,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000765072} value: 0.16632 - errors: - - {label: Stat, symerror: 0.0008895480000000001} + - {label: stat, symerror: 0.0008895480000000001} - {label: sysZ3D1001, symerror: -6.739e-05} - {label: sysZ3D1002, symerror: -5.391200000000001e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -2795,7 +2795,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0006739000000000001} value: 0.13478 - errors: - - {label: Stat, symerror: 0.000713634} + - {label: stat, symerror: 0.000713634} - {label: sysZ3D1001, symerror: -4.299e-05} - {label: sysZ3D1002, symerror: -1.7196e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -3074,7 +3074,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000533076} value: 0.08598 - errors: - - {label: Stat, symerror: 0.00040727} + - {label: stat, symerror: 0.00040727} - {label: sysZ3D1001, symerror: -1.7579999999999998e-05} - {label: sysZ3D1002, symerror: -8.789999999999999e-06} - {label: sysZ3D1003, symerror: 0.0} @@ -3353,7 +3353,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00031057999999999997} value: 0.0293 - errors: - - {label: Stat, symerror: 0.001279488} + - {label: stat, symerror: 0.001279488} - {label: sysZ3D1001, symerror: -9.1392e-05} - {label: sysZ3D1002, symerror: -9.1392e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -3632,7 +3632,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0007006720000000001} value: 0.30464 - errors: - - {label: Stat, symerror: 0.001268232} + - {label: stat, symerror: 0.001268232} - {label: sysZ3D1001, symerror: -9.0588e-05} - {label: sysZ3D1002, symerror: -6.039200000000001e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -3911,7 +3911,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000694508} value: 0.30196 - errors: - - {label: Stat, symerror: 0.001269828} + - {label: stat, symerror: 0.001269828} - {label: sysZ3D1001, symerror: -9.070199999999999e-05} - {label: sysZ3D1002, symerror: -6.0468000000000004e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -4190,7 +4190,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0006651480000000001} value: 0.30234 - errors: - - {label: Stat, symerror: 0.001292838} + - {label: stat, symerror: 0.001292838} - {label: sysZ3D1001, symerror: -9.019799999999999e-05} - {label: sysZ3D1002, symerror: -3.0066e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -4469,7 +4469,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0007215839999999999} value: 0.30066 - errors: - - {label: Stat, symerror: 0.001268242} + - {label: stat, symerror: 0.001268242} - {label: sysZ3D1001, symerror: -8.848199999999998e-05} - {label: sysZ3D1002, symerror: -2.9494e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -4748,7 +4748,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000678362} value: 0.29494 - errors: - - {label: Stat, symerror: 0.001231944} + - {label: stat, symerror: 0.001231944} - {label: sysZ3D1001, symerror: -8.7996e-05} - {label: sysZ3D1002, symerror: 2.9332000000000003e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -5027,7 +5027,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000703968} value: 0.29332 - errors: - - {label: Stat, symerror: 0.001211482} + - {label: stat, symerror: 0.001211482} - {label: sysZ3D1001, symerror: -8.452199999999999e-05} - {label: sysZ3D1002, symerror: 5.6348e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -5306,7 +5306,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0006761759999999999} value: 0.28174 - errors: - - {label: Stat, symerror: 0.0011445300000000002} + - {label: stat, symerror: 0.0011445300000000002} - {label: sysZ3D1001, symerror: -7.6302e-05} - {label: sysZ3D1002, symerror: 5.0868e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -5585,7 +5585,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000661284} value: 0.25434 - errors: - - {label: Stat, symerror: 0.001020768} + - {label: stat, symerror: 0.001020768} - {label: sysZ3D1001, symerror: -8.332800000000001e-05} - {label: sysZ3D1002, symerror: 2.0832000000000003e-05} - {label: sysZ3D1003, symerror: 0.0} @@ -5864,7 +5864,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0005832960000000001} value: 0.20832 - errors: - - {label: Stat, symerror: 0.0008625120000000001} + - {label: stat, symerror: 0.0008625120000000001} - {label: sysZ3D1001, symerror: -6.1608e-05} - {label: sysZ3D1002, symerror: 1.5402e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -6143,7 +6143,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000508266} value: 0.15402 - errors: - - {label: Stat, symerror: 0.0006486199999999999} + - {label: stat, symerror: 0.0006486199999999999} - {label: sysZ3D1001, symerror: -4.6330000000000005e-05} - {label: sysZ3D1002, symerror: 0.0} - {label: sysZ3D1003, symerror: -0.0} @@ -6422,7 +6422,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00037990599999999995} value: 0.09266 - errors: - - {label: Stat, symerror: 0.00035989999999999997} + - {label: stat, symerror: 0.00035989999999999997} - {label: sysZ3D1001, symerror: -1.8299999999999998e-05} - {label: sysZ3D1002, symerror: -6.1e-06} - {label: sysZ3D1003, symerror: -0.0} @@ -6701,7 +6701,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00022874999999999998} value: 0.0305 - errors: - - {label: Stat, symerror: 0.006596040000000001} + - {label: stat, symerror: 0.006596040000000001} - {label: sysZ3D1001, symerror: -0.0017989199999999999} - {label: sysZ3D1002, symerror: -0.00119928} - {label: sysZ3D1003, symerror: -0.00059964} @@ -6980,7 +6980,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0029982000000000003} value: 5.9964 - errors: - - {label: Stat, symerror: 0.0065945000000000005} + - {label: stat, symerror: 0.0065945000000000005} - {label: sysZ3D1001, symerror: -0.0017985} - {label: sysZ3D1002, symerror: -0.0005995} - {label: sysZ3D1003, symerror: -0.0} @@ -7259,7 +7259,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0029975} value: 5.995 - errors: - - {label: Stat, symerror: 0.006567} + - {label: stat, symerror: 0.006567} - {label: sysZ3D1001, symerror: -0.0017909999999999998} - {label: sysZ3D1002, symerror: -0.000597} - {label: sysZ3D1003, symerror: -0.0} @@ -7538,7 +7538,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.002985} value: 5.97 - errors: - - {label: Stat, symerror: 0.00651816} + - {label: stat, symerror: 0.00651816} - {label: sysZ3D1001, symerror: -0.0017776799999999998} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: -0.0} @@ -7817,7 +7817,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0029628000000000002} value: 5.9256 - errors: - - {label: Stat, symerror: 0.0064554600000000005} + - {label: stat, symerror: 0.0064554600000000005} - {label: sysZ3D1001, symerror: -0.0017605799999999999} - {label: sysZ3D1002, symerror: 0.0} - {label: sysZ3D1003, symerror: -0.0} @@ -8096,7 +8096,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0029343} value: 5.8686 - errors: - - {label: Stat, symerror: 0.00622094} + - {label: stat, symerror: 0.00622094} - {label: sysZ3D1001, symerror: -0.0016966199999999998} - {label: sysZ3D1002, symerror: 0.00113108} - {label: sysZ3D1003, symerror: -0.0} @@ -8375,7 +8375,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0033932399999999996} value: 5.6554 - errors: - - {label: Stat, symerror: 0.00570394} + - {label: stat, symerror: 0.00570394} - {label: sysZ3D1001, symerror: -0.0015556199999999997} - {label: sysZ3D1002, symerror: 0.00103708} - {label: sysZ3D1003, symerror: -0.0} @@ -8654,7 +8654,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0031112399999999995} value: 5.1854 - errors: - - {label: Stat, symerror: 0.0054115199999999995} + - {label: stat, symerror: 0.0054115199999999995} - {label: sysZ3D1001, symerror: -0.00180384} - {label: sysZ3D1002, symerror: 0.00045096} - {label: sysZ3D1003, symerror: -0.0} @@ -8933,7 +8933,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0027057599999999998} value: 4.5096 - errors: - - {label: Stat, symerror: 0.004755919999999999} + - {label: stat, symerror: 0.004755919999999999} - {label: sysZ3D1001, symerror: -0.00146336} - {label: sysZ3D1002, symerror: 0.00036584} - {label: sysZ3D1003, symerror: -0.0} @@ -9212,7 +9212,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00256088} value: 3.6584 - errors: - - {label: Stat, symerror: 0.0037436000000000006} + - {label: stat, symerror: 0.0037436000000000006} - {label: sysZ3D1001, symerror: -0.001337} - {label: sysZ3D1002, symerror: 0.0002674} - {label: sysZ3D1003, symerror: -0.0} @@ -9491,7 +9491,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0021392} value: 2.674 - errors: - - {label: Stat, symerror: 0.003033578} + - {label: stat, symerror: 0.003033578} - {label: sysZ3D1001, symerror: -0.0009579719999999999} - {label: sysZ3D1002, symerror: 0.0} - {label: sysZ3D1003, symerror: -0.000159662} @@ -9770,7 +9770,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.001756282} value: 1.59662 - errors: - - {label: Stat, symerror: 0.0016124959999999997} + - {label: stat, symerror: 0.0016124959999999997} - {label: sysZ3D1001, symerror: -0.00036411200000000004} - {label: sysZ3D1002, symerror: -0.000104032} - {label: sysZ3D1003, symerror: -5.2016e-05} @@ -10049,7 +10049,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000988304} value: 0.52016 - errors: - - {label: Stat, symerror: 0.00779284} + - {label: stat, symerror: 0.00779284} - {label: sysZ3D1001, symerror: -0.0021253199999999996} - {label: sysZ3D1002, symerror: -0.00141688} - {label: sysZ3D1003, symerror: -0.00070844} @@ -10328,7 +10328,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0035421999999999997} value: 7.0844 - errors: - - {label: Stat, symerror: 0.00774818} + - {label: stat, symerror: 0.00774818} - {label: sysZ3D1001, symerror: -0.00211314} - {label: sysZ3D1002, symerror: -0.00070438} - {label: sysZ3D1003, symerror: -0.0} @@ -10607,7 +10607,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0035219} value: 7.0438 - errors: - - {label: Stat, symerror: 0.007709460000000001} + - {label: stat, symerror: 0.007709460000000001} - {label: sysZ3D1001, symerror: -0.0021025799999999997} - {label: sysZ3D1002, symerror: -0.0007008600000000001} - {label: sysZ3D1003, symerror: -0.0} @@ -10886,7 +10886,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0035043} value: 7.0086 - errors: - - {label: Stat, symerror: 0.00767646} + - {label: stat, symerror: 0.00767646} - {label: sysZ3D1001, symerror: -0.00209358} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: -0.0} @@ -11165,7 +11165,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0034893000000000003} value: 6.9786 - errors: - - {label: Stat, symerror: 0.007587580000000001} + - {label: stat, symerror: 0.007587580000000001} - {label: sysZ3D1001, symerror: -0.00206934} - {label: sysZ3D1002, symerror: 0.0} - {label: sysZ3D1003, symerror: -0.0} @@ -11444,7 +11444,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0034489} value: 6.8978 - errors: - - {label: Stat, symerror: 0.0072571400000000005} + - {label: stat, symerror: 0.0072571400000000005} - {label: sysZ3D1001, symerror: -0.00197922} - {label: sysZ3D1002, symerror: 0.00131948} - {label: sysZ3D1003, symerror: -0.0} @@ -11723,7 +11723,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0032987000000000003} value: 6.5974 - errors: - - {label: Stat, symerror: 0.006618700000000001} + - {label: stat, symerror: 0.006618700000000001} - {label: sysZ3D1001, symerror: -0.0018051} - {label: sysZ3D1002, symerror: 0.0012034} - {label: sysZ3D1003, symerror: -0.0} @@ -12002,7 +12002,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0030085000000000003} value: 6.017 - errors: - - {label: Stat, symerror: 0.0057299} + - {label: stat, symerror: 0.0057299} - {label: sysZ3D1001, symerror: -0.0020836} - {label: sysZ3D1002, symerror: 0.0005209} - {label: sysZ3D1003, symerror: -0.0} @@ -12281,7 +12281,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0031253999999999995} value: 5.209 - errors: - - {label: Stat, symerror: 0.00549588} + - {label: stat, symerror: 0.00549588} - {label: sysZ3D1001, symerror: -0.00169104} - {label: sysZ3D1002, symerror: 0.00042276} - {label: sysZ3D1003, symerror: -0.0} @@ -12560,7 +12560,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0025365599999999998} value: 4.2276 - errors: - - {label: Stat, symerror: 0.0046041} + - {label: stat, symerror: 0.0046041} - {label: sysZ3D1001, symerror: -0.0015347} - {label: sysZ3D1002, symerror: 0.00030694} - {label: sysZ3D1003, symerror: -0.0} @@ -12839,7 +12839,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00214858} value: 3.0694 - errors: - - {label: Stat, symerror: 0.003480192} + - {label: stat, symerror: 0.003480192} - {label: sysZ3D1001, symerror: -0.00091584} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: -0.00018316800000000002} @@ -13118,7 +13118,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00183168} value: 1.83168 - errors: - - {label: Stat, symerror: 0.0018462359999999998} + - {label: stat, symerror: 0.0018462359999999998} - {label: sysZ3D1001, symerror: -0.00041689200000000003} - {label: sysZ3D1002, symerror: -0.00011911200000000001} - {label: sysZ3D1003, symerror: -5.9556000000000004e-05} @@ -13397,7 +13397,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0009528960000000001} value: 0.59556 - errors: - - {label: Stat, symerror: 0.00126299} + - {label: stat, symerror: 0.00126299} - {label: sysZ3D1001, symerror: -7.149e-05} - {label: sysZ3D1002, symerror: -2.3830000000000004e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -13676,7 +13676,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00057192} value: 0.2383 - errors: - - {label: Stat, symerror: 0.001244256} + - {label: stat, symerror: 0.001244256} - {label: sysZ3D1001, symerror: -7.178399999999999e-05} - {label: sysZ3D1002, symerror: -2.3928000000000002e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -13955,7 +13955,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0005742719999999999} value: 0.23928 - errors: - - {label: Stat, symerror: 0.00119646} + - {label: stat, symerror: 0.00119646} - {label: sysZ3D1001, symerror: -7.038e-05} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: -0.0} @@ -14234,7 +14234,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0005865} value: 0.2346 - errors: - - {label: Stat, symerror: 0.0011887080000000001} + - {label: stat, symerror: 0.0011887080000000001} - {label: sysZ3D1001, symerror: -9.3232e-05} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: -0.0} @@ -14513,7 +14513,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000606008} value: 0.23308 - errors: - - {label: Stat, symerror: 0.001167594} + - {label: stat, symerror: 0.001167594} - {label: sysZ3D1001, symerror: -9.1576e-05} - {label: sysZ3D1002, symerror: 2.2894e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -14792,7 +14792,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0006410320000000001} value: 0.22894 - errors: - - {label: Stat, symerror: 0.0011003760000000001} + - {label: stat, symerror: 0.0011003760000000001} - {label: sysZ3D1001, symerror: -8.6304e-05} - {label: sysZ3D1002, symerror: 4.3152e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -15071,7 +15071,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0005825520000000001} value: 0.21576 - errors: - - {label: Stat, symerror: 0.000998784} + - {label: stat, symerror: 0.000998784} - {label: sysZ3D1001, symerror: -7.8336e-05} - {label: sysZ3D1002, symerror: 3.9168e-05} - {label: sysZ3D1003, symerror: 0.0} @@ -15350,7 +15350,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0005679359999999999} value: 0.19584 - errors: - - {label: Stat, symerror: 0.0008651759999999999} + - {label: stat, symerror: 0.0008651759999999999} - {label: sysZ3D1001, symerror: -6.655200000000001e-05} - {label: sysZ3D1002, symerror: 1.6638000000000002e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -15629,7 +15629,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00049914} value: 0.16638 - errors: - - {label: Stat, symerror: 0.00074195} + - {label: stat, symerror: 0.00074195} - {label: sysZ3D1001, symerror: -6.745e-05} - {label: sysZ3D1002, symerror: 1.349e-05} - {label: sysZ3D1003, symerror: -0.0} @@ -15908,7 +15908,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00049913} value: 0.1349 - errors: - - {label: Stat, symerror: 0.0005707199999999999} + - {label: stat, symerror: 0.0005707199999999999} - {label: sysZ3D1001, symerror: -5.904e-05} - {label: sysZ3D1002, symerror: 9.84e-06} - {label: sysZ3D1003, symerror: -9.84e-06} @@ -16187,7 +16187,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.0003936} value: 0.0984 - errors: - - {label: Stat, symerror: 0.000386054} + - {label: stat, symerror: 0.000386054} - {label: sysZ3D1001, symerror: -4.0334000000000004e-05} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: -5.762e-06} @@ -16466,7 +16466,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000293862} value: 0.05762 - errors: - - {label: Stat, symerror: 0.000179256} + - {label: stat, symerror: 0.000179256} - {label: sysZ3D1001, symerror: -1.6632e-05} - {label: sysZ3D1002, symerror: -5.544e-06} - {label: sysZ3D1003, symerror: -1.8480000000000001e-06} @@ -16745,7 +16745,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000171864} value: 0.01848 - errors: - - {label: Stat, symerror: 0.000392364} + - {label: stat, symerror: 0.000392364} - {label: sysZ3D1001, symerror: -1.4531999999999997e-05} - {label: sysZ3D1002, symerror: -4.844e-06} - {label: sysZ3D1003, symerror: 0.0} @@ -17024,7 +17024,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000159852} value: 0.04844 - errors: - - {label: Stat, symerror: 0.00039245199999999995} + - {label: stat, symerror: 0.00039245199999999995} - {label: sysZ3D1001, symerror: -1.4357999999999999e-05} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: 4.7860000000000004e-06} @@ -17303,7 +17303,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00016272400000000002} value: 0.04786 - errors: - - {label: Stat, symerror: 0.000393254} + - {label: stat, symerror: 0.000393254} - {label: sysZ3D1001, symerror: -1.8952e-05} - {label: sysZ3D1002, symerror: 0.0} - {label: sysZ3D1003, symerror: 4.738e-06} @@ -17582,7 +17582,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000151616} value: 0.04738 - errors: - - {label: Stat, symerror: 0.0003913039999999999} + - {label: stat, symerror: 0.0003913039999999999} - {label: sysZ3D1001, symerror: -1.9088e-05} - {label: sysZ3D1002, symerror: 4.772e-06} - {label: sysZ3D1003, symerror: 4.772e-06} @@ -17861,7 +17861,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00014316} value: 0.04772 - errors: - - {label: Stat, symerror: 0.00037648799999999996} + - {label: stat, symerror: 0.00037648799999999996} - {label: sysZ3D1001, symerror: -1.8144e-05} - {label: sysZ3D1002, symerror: 4.536e-06} - {label: sysZ3D1003, symerror: 4.536e-06} @@ -18140,7 +18140,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000145152} value: 0.04536 - errors: - - {label: Stat, symerror: 0.000354984} + - {label: stat, symerror: 0.000354984} - {label: sysZ3D1001, symerror: -1.6904e-05} - {label: sysZ3D1002, symerror: 4.226e-06} - {label: sysZ3D1003, symerror: 4.226e-06} @@ -18419,7 +18419,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00014790999999999998} value: 0.04226 - errors: - - {label: Stat, symerror: 0.000334428} + - {label: stat, symerror: 0.000334428} - {label: sysZ3D1001, symerror: -1.5376e-05} - {label: sysZ3D1002, symerror: 3.844e-06} - {label: sysZ3D1003, symerror: 0.0} @@ -18698,7 +18698,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00014222800000000002} value: 0.03844 - errors: - - {label: Stat, symerror: 0.00029374800000000003} + - {label: stat, symerror: 0.00029374800000000003} - {label: sysZ3D1001, symerror: -1.2912000000000001e-05} - {label: sysZ3D1002, symerror: 3.2280000000000003e-06} - {label: sysZ3D1003, symerror: 3.2280000000000003e-06} @@ -18977,7 +18977,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.000132348} value: 0.03228 - errors: - - {label: Stat, symerror: 0.000271116} + - {label: stat, symerror: 0.000271116} - {label: sysZ3D1001, symerror: -1.329e-05} - {label: sysZ3D1002, symerror: 0.0} - {label: sysZ3D1003, symerror: 0.0} @@ -19256,7 +19256,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00012758399999999998} value: 0.02658 - errors: - - {label: Stat, symerror: 0.000237636} + - {label: stat, symerror: 0.000237636} - {label: sysZ3D1001, symerror: -1.3524000000000003e-05} - {label: sysZ3D1002, symerror: 0.0} - {label: sysZ3D1003, symerror: 0.0} @@ -19535,7 +19535,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 0.00013523999999999999} value: 0.01932 - errors: - - {label: Stat, symerror: 0.00016188} + - {label: stat, symerror: 0.00016188} - {label: sysZ3D1001, symerror: -6.84e-06} - {label: sysZ3D1002, symerror: -1.14e-06} - {label: sysZ3D1003, symerror: -0.0} @@ -19814,7 +19814,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 7.638000000000001e-05} value: 0.0114 - errors: - - {label: Stat, symerror: 8.9088e-05} + - {label: stat, symerror: 8.9088e-05} - {label: sysZ3D1001, symerror: -3.48e-06} - {label: sysZ3D1002, symerror: -1.0439999999999999e-06} - {label: sysZ3D1003, symerror: -3.48e-07} @@ -20093,7 +20093,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 5.7768e-05} value: 0.00348 - errors: - - {label: Stat, symerror: 0.00017205} + - {label: stat, symerror: 0.00017205} - {label: sysZ3D1001, symerror: -4.440000000000001e-06} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: 2.2200000000000003e-06} @@ -20372,7 +20372,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 6.216000000000001e-05} value: 0.0111 - errors: - - {label: Stat, symerror: 0.00016970800000000002} + - {label: stat, symerror: 0.00016970800000000002} - {label: sysZ3D1001, symerror: -4.408e-06} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: 2.204e-06} @@ -20651,7 +20651,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 7.163e-05} value: 0.01102 - errors: - - {label: Stat, symerror: 0.000165546} + - {label: stat, symerror: 0.000165546} - {label: sysZ3D1001, symerror: -4.328e-06} - {label: sysZ3D1002, symerror: 1.082e-06} - {label: sysZ3D1003, symerror: 2.164e-06} @@ -20930,7 +20930,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 6.3838e-05} value: 0.01082 - errors: - - {label: Stat, symerror: 0.000162032} + - {label: stat, symerror: 0.000162032} - {label: sysZ3D1001, symerror: -4.264e-06} - {label: sysZ3D1002, symerror: 1.066e-06} - {label: sysZ3D1003, symerror: 2.132e-06} @@ -21209,7 +21209,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 5.2233999999999995e-05} value: 0.01066 - errors: - - {label: Stat, symerror: 0.000155688} + - {label: stat, symerror: 0.000155688} - {label: sysZ3D1001, symerror: -3.992e-06} - {label: sysZ3D1002, symerror: 9.98e-07} - {label: sysZ3D1003, symerror: 2.9939999999999996e-06} @@ -21488,7 +21488,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 5.0898e-05} value: 0.00998 - errors: - - {label: Stat, symerror: 0.00014567600000000002} + - {label: stat, symerror: 0.00014567600000000002} - {label: sysZ3D1001, symerror: -3.6880000000000005e-06} - {label: sysZ3D1002, symerror: 9.220000000000001e-07} - {label: sysZ3D1003, symerror: 1.8440000000000003e-06} @@ -21767,7 +21767,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 5.4398e-05} value: 0.00922 - errors: - - {label: Stat, symerror: 0.00013867200000000003} + - {label: stat, symerror: 0.00013867200000000003} - {label: sysZ3D1001, symerror: -4.28e-06} - {label: sysZ3D1002, symerror: 8.56e-07} - {label: sysZ3D1003, symerror: 1.712e-06} @@ -22046,7 +22046,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 5.2215999999999996e-05} value: 0.00856 - errors: - - {label: Stat, symerror: 0.000126024} + - {label: stat, symerror: 0.000126024} - {label: sysZ3D1001, symerror: -3.56e-06} - {label: sysZ3D1002, symerror: 0.0} - {label: sysZ3D1003, symerror: 1.424e-06} @@ -22325,7 +22325,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 6.2656e-05} value: 0.00712 - errors: - - {label: Stat, symerror: 0.00011039599999999999} + - {label: stat, symerror: 0.00011039599999999999} - {label: sysZ3D1001, symerror: -3.432e-06} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: 5.720000000000001e-07} @@ -22604,7 +22604,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 3.9468e-05} value: 0.00572 - errors: - - {label: Stat, symerror: 8.8102e-05} + - {label: stat, symerror: 8.8102e-05} - {label: sysZ3D1001, symerror: -2.436e-06} - {label: sysZ3D1002, symerror: -0.0} - {label: sysZ3D1003, symerror: 4.0600000000000006e-07} @@ -22883,7 +22883,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 2.6390000000000003e-05} value: 0.00406 - errors: - - {label: Stat, symerror: 6.765e-05} + - {label: stat, symerror: 6.765e-05} - {label: sysZ3D1001, symerror: -1.7220000000000002e-06} - {label: sysZ3D1002, symerror: -2.46e-07} - {label: sysZ3D1003, symerror: 0.0} @@ -23162,7 +23162,7 @@ dependent_variables: - {label: 'sys,uncor', symerror: 2.4846e-05} value: 0.00246 - errors: - - {label: Stat, symerror: 3.8293999999999996e-05} + - {label: stat, symerror: 3.8293999999999996e-05} - {label: sysZ3D1001, symerror: -7.38e-07} - {label: sysZ3D1002, symerror: -3.28e-07} - {label: sysZ3D1003, symerror: -8.2e-08} From 68590cadec0dae462394776d43f71dd761cbaac8 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 9 Nov 2024 12:07:23 +0000 Subject: [PATCH 05/12] added version 1 for checks --- .../HEPData-ins1630886-v1-Table_5.yaml | 23785 ++++++++++++++++ 1 file changed, 23785 insertions(+) create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v1-Table_5.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v1-Table_5.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v1-Table_5.yaml new file mode 100644 index 0000000000..637767ef22 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/rawdata/HEPData-ins1630886-v1-Table_5.yaml @@ -0,0 +1,23785 @@ +dependent_variables: +- header: {name: Z3D CC, units: pb/GeV^2} + qualifiers: + - {name: RE, value: PP --> Z0 < LEPTON+ LEPTON- > Z0 < LEPTON+ LEPTON- > Z} + - {name: SQRT(S), units: TeV, value: 8} + values: + - errors: + - {label: stat, symerror: 0.0005178880000000001} + - {label: 'sysZ3D1001:M', symerror: -3.699200000000001e-05} + - {label: 'sysZ3D1002:M', symerror: -9.248000000000001e-05} + - {label: 'sysZ3D1003:M', symerror: -9.248000000000002e-06} + - {label: 'sysZ3D1004:M', symerror: 0.0} + - {label: 'sysZ3D1005:M', symerror: 0.0} + - {label: 'sysZ3D1006:M', symerror: 0.0} + - {label: 'sysZ3D1007:M', symerror: 0.0} + - {label: 'sysZ3D1008:M', symerror: 0.0} + - {label: 'sysZ3D1009:M', symerror: 0.0} + - {label: 'sysZ3D1010:M', symerror: 0.0} + - {label: 'sysZ3D1011:M', symerror: 0.0} + - {label: 'sysZ3D1012:M', symerror: 0.0} + - {label: 'sysZ3D1013:M', symerror: 0.0} + - {label: 'sysZ3D1014:M', symerror: 0.0} + - {label: 'sysZ3D1015:M', symerror: 0.0} + - {label: 'sysZ3D1016:M', symerror: 0.0} + - {label: 'sysZ3D1017:M', symerror: 0.0} + - {label: 'sysZ3D1018:M', symerror: 0.0} + - {label: 'sysZ3D1019:M', symerror: 0.0} + - {label: 'sysZ3D1020:M', symerror: -0.0} + - {label: 'sysZ3D1021:M', symerror: -0.0} + - {label: 'sysZ3D1022:M', symerror: 0.0} + - {label: 'sysZ3D1023:M', symerror: -0.0} + - {label: 'sysZ3D1024:M', symerror: 0.0} + - {label: 'sysZ3D1025:M', symerror: -9.248000000000002e-06} + - {label: 'sysZ3D1026:M', symerror: 0.0} + - {label: 'sysZ3D1027:M', symerror: -0.0} + - {label: 'sysZ3D1028:M', symerror: 0.0} + - {label: 'sysZ3D1029:M', symerror: 0.0} + - {label: 'sysZ3D1030:M', symerror: -0.0} + - {label: 'sysZ3D1031:M', symerror: -0.0} + - {label: 'sysZ3D1032:M', symerror: -0.0} + - {label: 'sysZ3D1033:M', symerror: 0.0} + - {label: 'sysZ3D1034:M', symerror: 0.0} + - {label: 'sysZ3D1035:M', symerror: 0.0} + - {label: 'sysZ3D1036:M', symerror: 0.0} + - {label: 'sysZ3D1037:M', symerror: 0.0} + - {label: 'sysZ3D1038:M', symerror: -0.0} + - {label: 'sysZ3D1039:M', symerror: -0.0} + - {label: 'sysZ3D1040:M', symerror: 0.0} + - {label: 'sysZ3D1041:M', symerror: -0.0} + - {label: 'sysZ3D1042:M', symerror: 0.0} + - {label: 'sysZ3D1043:M', symerror: 0.0} + - {label: 'sysZ3D1044:M', symerror: -0.0} + - {label: 'sysZ3D1045:M', symerror: -0.0} + - {label: 'sysZ3D1046:M', symerror: -0.0} + - {label: 'sysZ3D1047:M', symerror: -0.0} + - {label: 'sysZ3D1048:M', symerror: 0.0} + - {label: 'sysZ3D1049:M', symerror: 0.0} + - {label: 'sysZ3D1050:M', symerror: 0.0} + - {label: 'sysZ3D1051:M', symerror: 0.0} + - {label: 'sysZ3D1052:M', symerror: -0.0} + - {label: 'sysZ3D1053:M', symerror: 0.0} + - {label: 'sysZ3D1054:M', symerror: -0.0} + - {label: 'sysZ3D1055:M', symerror: -0.0} + - {label: 'sysZ3D1056:M', symerror: 0.0} + - {label: 'sysZ3D1057:M', symerror: 0.0} + - {label: 'sysZ3D1058:M', symerror: -0.0} + - {label: 'sysZ3D1059:M', symerror: -0.0} + - {label: 'sysZ3D1060:M', symerror: -0.0} + - {label: 'sysZ3D1061:M', symerror: -0.0} + - {label: 'sysZ3D1062:M', symerror: 0.0} + - {label: 'sysZ3D1063:M', symerror: 0.0} + - {label: 'sysZ3D1064:M', symerror: 0.0} + - {label: 'sysZ3D1065:M', symerror: -0.0} + - {label: 'sysZ3D1066:M', symerror: -0.0} + - {label: 'sysZ3D1067:M', symerror: 0.0} + - {label: 'sysZ3D1068:M', symerror: -0.0} + - {label: 'sysZ3D1069:M', symerror: -0.0} + - {label: 'sysZ3D1070:M', symerror: -0.0} + - {label: 'sysZ3D1071:M', symerror: 0.0} + - {label: 'sysZ3D1072:M', symerror: 0.0} + - {label: 'sysZ3D1073:M', symerror: 0.0} + - {label: 'sysZ3D1074:M', symerror: -0.0} + - {label: 'sysZ3D1075:M', symerror: -0.0} + - {label: 'sysZ3D1076:M', symerror: 0.0} + - {label: 'sysZ3D1077:M', symerror: 0.0} + - {label: 'sysZ3D1078:M', symerror: 0.0} + - {label: 'sysZ3D1079:M', symerror: -0.0} + - {label: 'sysZ3D1080:M', symerror: -0.0} + - {label: 'sysZ3D1081:M', symerror: -0.0} + - {label: 'sysZ3D1082:M', symerror: 0.0} + - {label: 'sysZ3D1083:M', symerror: -0.0} + - {label: 'sysZ3D1084:M', symerror: -0.0} + - {label: 'sysZ3D1085:M', symerror: -0.0} + - {label: 'sysZ3D1086:M', symerror: 0.0} + - {label: 'sysZ3D1087:M', symerror: 0.0} + - {label: 'sysZ3D1088:M', symerror: -0.0} + - {label: 'sysZ3D1089:M', symerror: 0.0} + - {label: 'sysZ3D1090:M', symerror: -0.0} + - {label: 'sysZ3D1091:M', symerror: 0.0} + - {label: 'sysZ3D1092:M', symerror: -0.0} + - {label: 'sysZ3D1093:M', symerror: 0.0} + - {label: 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Theta, units: none} + values: + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: -1.0} + - {high: 1.0, low: 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0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.8, low: 1.6} + - {high: 2.0, low: 1.8} + - {high: 2.2, low: 2.0} + - {high: 2.4, low: 2.2} +- header: {name: Mass, units: GeV/c^2} + values: + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 66.0, low: 46.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 80.0, low: 66.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 91.0, low: 80.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 102.0, low: 91.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 116.0, low: 102.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 150.0, low: 116.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} + - {high: 200.0, low: 150.0} From f5333760ec313214cfdfd94a40e5faa2d9ca3bd0 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 9 Nov 2024 12:08:20 +0000 Subject: [PATCH 06/12] added version dep on filter file --- .../ATLAS_Z0_8TEV_LOWMASS/filter.py | 24 ++++--- .../ATLAS_Z0_8TEV_LOWMASS/filter_utils.py | 62 ++++++++++--------- 2 files changed, 49 insertions(+), 37 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py index e4103a4c15..b6695805b8 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py @@ -7,6 +7,7 @@ import yaml from filter_utils import get_kinematics, get_data_values, get_systematics from nnpdf_data.filter_utils.utils import prettify_float + yaml.add_representer(float, prettify_float) @@ -30,7 +31,7 @@ def filter_ATLAS_Z0_8TEV_LOWMASS_data_kinetic(): yaml.dump(kinematics_yaml, file, sort_keys=False) -def filter_ATLAS_Z0_8TEV_LOWMASS_systematics(): +def filter_ATLAS_Z0_8TEV_LOWMASS_systematics(version=3): """ This function writes the systematics to a yaml file. """ @@ -38,31 +39,31 @@ def filter_ATLAS_Z0_8TEV_LOWMASS_systematics(): with open("metadata.yaml", "r") as file: metadata = yaml.safe_load(file) - systematics = get_systematics() + systematics = get_systematics(version=version) # error definition error_definitions = {} errors = [] for sys in systematics: - if sys[0]['name'] == 'stat': + if (sys[0]['name'] == 'stat') or (sys[0]['name'] == 'sys,uncor'): error_definitions[sys[0]['name']] = { "description": f"{sys[0]['name']}", "treatment": "ADD", "type": "UNCORR", } - elif (sys[0]['name'] == 'sys_res') or (sys[0]['name'] == 'sys_MC'): + elif (sys[0]['name'] == 'ATLAS_LUMI') or (sys[0]['name'] == 'Lumi:M'): error_definitions[sys[0]['name']] = { "description": f"{sys[0]['name']}", "treatment": "MULT", - "type": "UNCORR", + "type": "CORR", } else: error_definitions[sys[0]['name']] = { "description": f"{sys[0]['name']}", - "treatment": "MULT", + "treatment": "ADD", "type": "CORR", } @@ -78,10 +79,15 @@ def filter_ATLAS_Z0_8TEV_LOWMASS_systematics(): uncertainties_yaml = {"definitions": error_definitions, "bins": errors} # write uncertainties - with open(f"uncertainties.yaml", 'w') as file: - yaml.dump(uncertainties_yaml, file, sort_keys=False) + if version == 1: + with open(f"uncertainties_v1.yaml", 'w') as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + else: + with open(f"uncertainties.yaml", 'w') as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) if __name__ == "__main__": filter_ATLAS_Z0_8TEV_LOWMASS_data_kinetic() - # filter_ATLAS_Z0_7TEV_LOMASS_systematics() \ No newline at end of file + filter_ATLAS_Z0_8TEV_LOWMASS_systematics(version=3) + filter_ATLAS_Z0_8TEV_LOWMASS_systematics(version=1) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py index 43bc16e71b..3246d48abe 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py @@ -4,8 +4,6 @@ """ import yaml -import pandas as pd -import numpy as np def get_kinematics(): @@ -19,10 +17,16 @@ def get_kinematics(): with open(hepdata_table, 'r') as file: input = yaml.safe_load(file) - for indep_var1, indep_var2 in zip(input["independent_variables"][1]['values'], input["independent_variables"][2]['values']): + for indep_var1, indep_var2 in zip( + input["independent_variables"][1]['values'], input["independent_variables"][2]['values'] + ): kin_value = { - 'y': {'min': indep_var1['low'], 'mid': 0.5 * (indep_var1['low']+indep_var1['high']), 'max': indep_var1['high']}, + 'y': { + 'min': indep_var1['low'], + 'mid': 0.5 * (indep_var1['low'] + indep_var1['high']), + 'max': indep_var1['high'], + }, 'M2': { 'min': indep_var2['low'] ** 2, 'mid': (0.5 * (indep_var2['low'] + indep_var2['high'])) ** 2, @@ -32,7 +36,7 @@ def get_kinematics(): } kin.append(kin_value) - + return kin @@ -57,36 +61,38 @@ def get_data_values(): return data_central -def get_systematics_dataframe(): - """ - returns the absolute systematic uncertainties in the form of a pandas dataframe. - """ - sys_rawdata_path = "rawdata/ATLASLOMASSDY11EXT.csv" +def get_systematics(version=3): + """ """ - df = pd.read_csv(sys_rawdata_path) - data_central = np.array(get_data_values()) + uncertainties = [] - # convert (MULT) percentage unc to absolute unc - abs_unc_df = (df.T[3:] * data_central).T / 100 + hepdata_table = f"rawdata/HEPData-ins1630886-v{version}-Table_5.yaml" - return abs_unc_df + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + # loop over systematics + for unc_labels in input['dependent_variables'][0]['values'][0]['errors']: -def get_systematics(): - """ """ - abs_unc_df = get_systematics_dataframe() + name = f"{unc_labels['label']}" + values = [] - uncertainties = [] + # loop over data points + for unc in input['dependent_variables'][0]['values']: + err = unc['errors'] + # convert unc from TeV to GeV + for e in err: + if e['label'] == name: + if name == 'Lumi:M': + values.append(e['symerror'] * unc['value'] * 1000) + else: + values.append(e['symerror'] * 1000) - for i, unc_dp in enumerate(abs_unc_df.values.T): - name = f"{abs_unc_df.columns[i]}" - values = [unc_dp[j] for j in range(len(unc_dp))] uncertainties.append([{"name": name, "values": values}]) + # # Luminosity uncertainty is 1.8 % of the central value (see https://inspirehep.net/literature/1630886) + if version == 3: # in version 1 Lumi is included in the hepdata file already + name = "ATLAS_LUMI" + values = [0.019 * val for val in get_data_values()] + uncertainties.append([{"name": name, "values": values}]) return uncertainties - -if __name__ == '__main__': - get_kinematics() - # get_data_values() - # get_systematics_dataframe() - # get_systematics() \ No newline at end of file From ac3366bb3cf3b32853b5902d16bfc3c93c9d442d Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 9 Nov 2024 12:08:50 +0000 Subject: [PATCH 07/12] updated metadata --- .../ATLAS_Z0_8TEV_LOWMASS/metadata.yaml | 50 +- .../ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml | 24466 ++++++++++++++++ .../uncertainties_v1.yaml | 24466 ++++++++++++++++ 3 files changed, 48960 insertions(+), 22 deletions(-) create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties_v1.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml index 1b8b8d703d..0179cac79a 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml @@ -1,5 +1,5 @@ setname: ATLAS_Z0_8TEV_LOWMASS -version: 1 +version: 3 version_comment: Port of old commondata nnpdf_metadata: nnpdf31_process: DY NC @@ -11,7 +11,7 @@ iNSPIRE: url: 'https://inspirehep.net/literature/1630886' hepdata: url: 'https://www.hepdata.net/record/117854' - version: -1 + version: 3 implemented_observables: - observable_name: M-Y observable: @@ -19,7 +19,7 @@ implemented_observables: label: ATLAS DY 2D 8 TeV low mass units: '' process_type: EWK_RAP - tables: [] + tables: [5] npoints: [] ndata: 84 plotting: @@ -27,28 +27,28 @@ implemented_observables: dataset_label: ATLAS DY 2D 8 TeV low mass y_label: $d^2\sigma/dm_{\ell\ell}d|y_{\ell\ell}|$ [fb] figure_by: - - k2 + - y x_label: $|y_{\ell\ell}|$ - plot_x: k1 + plot_x: y kinematic_coverage: - - k1 - - k2 - - k3 + - y + - M2 + - sqrts kinematics: variables: - k1: - description: Variable k1 - label: k1 + y: + description: Rapidity + label: y units: '' - k2: - description: Variable k2 - label: k2 - units: '' - k3: - description: Variable k3 - label: k3 - units: '' - file: kinematics_M-Y.yaml + M2: + description: Invariant mass + label: M2 + units: 'GeV' + sqrts: + description: Center of mass energy + label: sqrts + units: 'GeV' + file: kinematics.yaml theory: normalization: ATLAS_DY_2D_8TEV_LOWMASS-ATLAS_DY_2D_8TEV-BIN1_rapidity: 0.025 @@ -68,10 +68,16 @@ implemented_observables: - ATLAS_DY_2D_8TEV_LOWMASS-ATLAS_DY_2D_8TEV-BIN5_rapidity - ATLAS_DY_2D_8TEV_LOWMASS-ATLAS_DY_2D_8TEV-BIN6_rapidity - ATLAS_DY_2D_8TEV_LOWMASS-ATLAS_DY_2D_8TEV-BIN7_rapidity - data_uncertainties: [] + data_uncertainties: + - uncertainties.yaml variants: legacy: data_uncertainties: - uncertainties_legacy_M-Y.yaml - data_central: data_legacy_M-Y.yaml + + version1: + data_uncertainties: + - uncertainties_v1.yaml + + data_central: data.yaml ported_from: ATLAS_DY_2D_8TEV_LOWMASS diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml new file mode 100644 index 0000000000..70d35f24d9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml @@ -0,0 +1,24466 @@ +definitions: + stat: + description: stat + treatment: ADD + type: UNCORR + sysZ3D1001: + description: sysZ3D1001 + treatment: ADD + type: CORR + sysZ3D1002: + description: sysZ3D1002 + treatment: ADD + type: CORR + sysZ3D1003: + description: sysZ3D1003 + treatment: ADD + type: CORR + sysZ3D1004: + description: sysZ3D1004 + treatment: ADD + type: CORR + sysZ3D1005: + description: sysZ3D1005 + treatment: ADD + type: CORR + sysZ3D1006: + description: sysZ3D1006 + treatment: ADD + type: CORR + sysZ3D1007: + description: sysZ3D1007 + treatment: ADD + type: CORR + sysZ3D1008: + description: sysZ3D1008 + treatment: ADD + type: CORR + sysZ3D1009: + description: sysZ3D1009 + treatment: ADD + type: CORR + sysZ3D1010: + description: sysZ3D1010 + treatment: ADD + type: CORR + sysZ3D1011: + description: sysZ3D1011 + treatment: ADD + type: CORR + sysZ3D1012: + description: sysZ3D1012 + treatment: ADD + type: CORR + sysZ3D1013: + description: sysZ3D1013 + treatment: ADD + type: CORR + sysZ3D1014: + description: sysZ3D1014 + treatment: ADD + type: CORR + sysZ3D1015: + description: sysZ3D1015 + treatment: ADD + type: CORR + sysZ3D1016: + description: sysZ3D1016 + treatment: ADD + type: CORR + sysZ3D1017: + description: sysZ3D1017 + treatment: ADD + type: CORR + sysZ3D1018: + description: sysZ3D1018 + treatment: ADD + type: CORR + sysZ3D1019: + description: sysZ3D1019 + treatment: ADD + type: CORR + sysZ3D1020: + description: sysZ3D1020 + treatment: ADD + type: CORR + sysZ3D1021: + description: sysZ3D1021 + treatment: ADD + type: CORR + sysZ3D1022: + description: sysZ3D1022 + treatment: ADD + type: CORR + sysZ3D1023: + description: sysZ3D1023 + treatment: ADD + type: CORR + sysZ3D1024: + description: sysZ3D1024 + treatment: ADD + type: CORR + sysZ3D1025: + description: sysZ3D1025 + treatment: ADD + type: CORR + sysZ3D1026: + description: sysZ3D1026 + treatment: ADD + type: CORR + sysZ3D1027: + description: sysZ3D1027 + treatment: ADD + type: CORR + sysZ3D1028: + description: sysZ3D1028 + treatment: ADD + type: CORR + sysZ3D1029: + description: sysZ3D1029 + treatment: ADD + type: CORR + sysZ3D1030: + description: sysZ3D1030 + treatment: ADD + type: CORR + sysZ3D1031: + description: sysZ3D1031 + treatment: ADD + type: CORR + sysZ3D1032: + description: sysZ3D1032 + treatment: ADD + type: CORR + sysZ3D1033: + description: sysZ3D1033 + treatment: ADD + type: CORR + sysZ3D1034: + description: sysZ3D1034 + treatment: ADD + type: CORR + sysZ3D1035: + description: sysZ3D1035 + treatment: ADD + type: CORR + sysZ3D1036: + description: sysZ3D1036 + treatment: ADD + type: CORR + sysZ3D1037: + description: sysZ3D1037 + treatment: ADD + type: CORR + sysZ3D1038: + description: sysZ3D1038 + treatment: ADD + type: CORR + sysZ3D1039: + description: sysZ3D1039 + treatment: ADD + type: CORR + sysZ3D1040: + description: sysZ3D1040 + treatment: ADD + type: CORR + sysZ3D1041: + 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b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties_v1.yaml @@ -0,0 +1,24466 @@ +definitions: + stat: + description: stat + treatment: ADD + type: UNCORR + sysZ3D1001:M: + description: sysZ3D1001:M + treatment: ADD + type: CORR + sysZ3D1002:M: + description: sysZ3D1002:M + treatment: ADD + type: CORR + sysZ3D1003:M: + description: sysZ3D1003:M + treatment: ADD + type: CORR + sysZ3D1004:M: + description: sysZ3D1004:M + treatment: ADD + type: CORR + sysZ3D1005:M: + description: sysZ3D1005:M + treatment: ADD + type: CORR + sysZ3D1006:M: + description: sysZ3D1006:M + treatment: ADD + type: CORR + sysZ3D1007:M: + description: sysZ3D1007:M + treatment: ADD + type: CORR + sysZ3D1008:M: + description: sysZ3D1008:M + treatment: ADD + type: CORR + sysZ3D1009:M: + description: sysZ3D1009:M + treatment: ADD + type: CORR + sysZ3D1010:M: + description: sysZ3D1010:M + treatment: ADD + type: CORR + sysZ3D1011:M: + description: sysZ3D1011:M + treatment: ADD + type: CORR + sysZ3D1012:M: + description: sysZ3D1012:M + treatment: ADD + type: CORR + sysZ3D1013:M: + description: sysZ3D1013:M + treatment: ADD + type: CORR + sysZ3D1014:M: + description: sysZ3D1014:M + treatment: ADD + type: CORR + sysZ3D1015:M: + description: sysZ3D1015:M + treatment: ADD + type: CORR + sysZ3D1016:M: + description: sysZ3D1016:M + treatment: ADD + type: CORR + sysZ3D1017:M: + description: sysZ3D1017:M + treatment: ADD + type: CORR + sysZ3D1018:M: + description: sysZ3D1018:M + treatment: ADD + type: CORR + sysZ3D1019:M: + description: sysZ3D1019:M + treatment: ADD + type: CORR + sysZ3D1020:M: + description: sysZ3D1020:M + treatment: ADD + type: CORR + sysZ3D1021:M: + description: sysZ3D1021:M + treatment: ADD + type: CORR + sysZ3D1022:M: + description: sysZ3D1022:M + treatment: ADD + type: CORR + sysZ3D1023:M: + description: sysZ3D1023:M + treatment: ADD + type: CORR + sysZ3D1024:M: + description: sysZ3D1024:M + treatment: ADD + type: CORR + sysZ3D1025:M: + description: 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sysZ3D1052:M + treatment: ADD + type: CORR + sysZ3D1053:M: + description: sysZ3D1053:M + treatment: ADD + type: CORR + sysZ3D1054:M: + description: sysZ3D1054:M + treatment: ADD + type: CORR + sysZ3D1055:M: + description: sysZ3D1055:M + treatment: ADD + type: CORR + sysZ3D1056:M: + description: sysZ3D1056:M + treatment: ADD + type: CORR + sysZ3D1057:M: + description: sysZ3D1057:M + treatment: ADD + type: CORR + sysZ3D1058:M: + description: sysZ3D1058:M + treatment: ADD + type: CORR + sysZ3D1059:M: + description: sysZ3D1059:M + treatment: ADD + type: CORR + sysZ3D1060:M: + description: sysZ3D1060:M + treatment: ADD + type: CORR + sysZ3D1061:M: + description: sysZ3D1061:M + treatment: ADD + type: CORR + sysZ3D1062:M: + description: sysZ3D1062:M + treatment: ADD + type: CORR + sysZ3D1063:M: + description: sysZ3D1063:M + treatment: ADD + type: CORR + sysZ3D1064:M: + description: sysZ3D1064:M + treatment: ADD + type: CORR + sysZ3D1065:M: + description: sysZ3D1065:M + treatment: ADD + type: CORR + sysZ3D1066:M: + description: sysZ3D1066:M + treatment: ADD + type: CORR + sysZ3D1067:M: + description: sysZ3D1067:M + treatment: ADD + type: CORR + sysZ3D1068:M: + description: sysZ3D1068:M + treatment: ADD + type: CORR + sysZ3D1069:M: + description: sysZ3D1069:M + treatment: ADD + type: CORR + sysZ3D1070:M: + description: sysZ3D1070:M + treatment: ADD + type: CORR + sysZ3D1071:M: + description: sysZ3D1071:M + treatment: ADD + type: CORR + sysZ3D1072:M: + description: sysZ3D1072:M + treatment: ADD + type: CORR + sysZ3D1073:M: + description: sysZ3D1073:M + treatment: ADD + type: CORR + sysZ3D1074:M: + description: sysZ3D1074:M + treatment: ADD + type: CORR + sysZ3D1075:M: + description: sysZ3D1075:M + treatment: ADD + type: CORR + sysZ3D1076:M: + description: sysZ3D1076:M + treatment: ADD + type: CORR + sysZ3D1077:M: + description: sysZ3D1077:M + treatment: ADD + type: CORR + sysZ3D1078:M: + description: sysZ3D1078:M + treatment: ADD + type: CORR + sysZ3D1079:M: + description: 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CORR + sysZ3D1093:M: + description: sysZ3D1093:M + treatment: ADD + type: CORR + sysZ3D1094:M: + description: sysZ3D1094:M + treatment: ADD + type: CORR + sysZ3D1095:M: + description: sysZ3D1095:M + treatment: ADD + type: CORR + sysZ3D1096:M: + description: sysZ3D1096:M + treatment: ADD + type: CORR + sysZ3D1097:M: + description: sysZ3D1097:M + treatment: ADD + type: CORR + sysZ3D1098:M: + description: sysZ3D1098:M + treatment: ADD + type: CORR + sysZ3D1099:M: + description: sysZ3D1099:M + treatment: ADD + type: CORR + sysZ3D1100:M: + description: sysZ3D1100:M + treatment: ADD + type: CORR + sysZ3D1101:M: + description: sysZ3D1101:M + treatment: ADD + type: CORR + sysZ3D1102:M: + description: sysZ3D1102:M + treatment: ADD + type: CORR + sysZ3D1103:M: + description: sysZ3D1103:M + treatment: ADD + type: CORR + sysZ3D1104:M: + description: sysZ3D1104:M + treatment: ADD + type: CORR + sysZ3D1105:M: + description: sysZ3D1105:M + treatment: ADD + type: CORR + sysZ3D1106:M: + description: sysZ3D1106:M + treatment: ADD + type: CORR + sysZ3D1107:M: + description: sysZ3D1107:M + treatment: ADD + type: CORR + sysZ3D1108:M: + description: sysZ3D1108:M + treatment: ADD + type: CORR + sysZ3D1109:M: + description: sysZ3D1109:M + treatment: ADD + type: CORR + sysZ3D1110:M: + description: sysZ3D1110:M + treatment: ADD + type: CORR + sysZ3D1111:M: + description: sysZ3D1111:M + treatment: ADD + type: CORR + sysZ3D1112:M: + description: sysZ3D1112:M + treatment: ADD + type: CORR + sysZ3D1113:M: + description: sysZ3D1113:M + treatment: ADD + type: CORR + sysZ3D1114:M: + description: sysZ3D1114:M + treatment: ADD + type: CORR + sysZ3D1115:M: + description: sysZ3D1115:M + treatment: ADD + type: CORR + sysZ3D1116:M: + description: sysZ3D1116:M + treatment: ADD + type: CORR + sysZ3D1117:M: + description: sysZ3D1117:M + treatment: ADD + type: CORR + sysZ3D1118:M: + description: sysZ3D1118:M + treatment: ADD + type: CORR + sysZ3D1119:M: + description: sysZ3D1119:M + treatment: ADD + type: CORR + sysZ3D1120:M: + description: sysZ3D1120:M + treatment: ADD + type: CORR + sysZ3D1121:M: + description: sysZ3D1121:M + treatment: ADD + type: CORR + sysZ3D1122:M: + description: sysZ3D1122:M + treatment: ADD + type: CORR + sysZ3D1123:M: + description: sysZ3D1123:M + treatment: ADD + type: CORR + sysZ3D1124:M: + description: sysZ3D1124:M + treatment: ADD + type: CORR + sysZ3D1125:M: + description: sysZ3D1125:M + treatment: ADD + type: CORR + sysZ3D1126:M: + description: sysZ3D1126:M + treatment: ADD + type: CORR + sysZ3D1127:M: + description: sysZ3D1127:M + treatment: ADD + type: CORR + sysZ3D1128:M: + description: sysZ3D1128:M + treatment: ADD + type: CORR + sysZ3D1129:M: + description: sysZ3D1129:M + treatment: ADD + type: CORR + sysZ3D1130:M: + description: sysZ3D1130:M + treatment: ADD + type: CORR + sysZ3D1131:M: + description: sysZ3D1131:M + treatment: ADD + type: CORR + sysZ3D1132:M: + description: sysZ3D1132:M + treatment: ADD + type: CORR + sysZ3D1133:M: + description: sysZ3D1133:M + treatment: ADD + type: CORR + sysZ3D1134:M: + description: sysZ3D1134:M + treatment: ADD + type: CORR + sysZ3D1135:M: + description: sysZ3D1135:M + treatment: ADD + type: CORR + sysZ3D1136:M: + description: sysZ3D1136:M + treatment: ADD + type: CORR + sysZ3D1137:M: + description: sysZ3D1137:M + treatment: ADD + type: CORR + sysZ3D1138:M: + description: sysZ3D1138:M + treatment: ADD + type: CORR + sysZ3D1139:M: + description: sysZ3D1139:M + treatment: ADD + type: CORR + sysZ3D1140:M: + description: sysZ3D1140:M + treatment: ADD + type: CORR + sysZ3D1141:M: + description: sysZ3D1141:M + treatment: ADD + type: CORR + sysZ3D1142:M: + description: sysZ3D1142:M + treatment: ADD + type: CORR + sysZ3D1143:M: + description: sysZ3D1143:M + treatment: ADD + type: CORR + sysZ3D1144:M: + description: sysZ3D1144:M + treatment: ADD + type: CORR + sysZ3D1145:M: + description: sysZ3D1145:M + treatment: ADD + type: CORR + sysZ3D1146:M: + description: sysZ3D1146:M + treatment: ADD + type: CORR + sysZ3D1147:M: + description: sysZ3D1147:M + treatment: ADD + type: CORR + sysZ3D1148:M: + description: sysZ3D1148:M + treatment: ADD + type: CORR + sysZ3D1149:M: + description: sysZ3D1149:M + treatment: ADD + type: CORR + sysZ3D1150:M: + description: sysZ3D1150:M + treatment: ADD + type: CORR + sysZ3D1151:M: + description: sysZ3D1151:M + treatment: ADD + type: CORR + sysZ3D1152:M: + description: sysZ3D1152:M + treatment: ADD + type: CORR + sysZ3D1153:M: + description: sysZ3D1153:M + treatment: ADD + type: CORR + sysZ3D1154:M: + description: sysZ3D1154:M + treatment: ADD + type: CORR + sysZ3D1155:M: + description: sysZ3D1155:M + treatment: ADD + type: CORR + sysZ3D1156:M: + description: sysZ3D1156:M + treatment: ADD + type: CORR + sysZ3D1157:M: + description: sysZ3D1157:M + treatment: ADD + type: CORR + sysZ3D1158:M: + description: sysZ3D1158:M + treatment: ADD + type: CORR + sysZ3D1159:M: + description: sysZ3D1159:M + treatment: ADD + type: CORR + sysZ3D1160:M: + description: sysZ3D1160:M + treatment: ADD + type: CORR + sysZ3D1161:M: + description: sysZ3D1161:M + treatment: ADD + type: CORR + sysZ3D1162:M: + description: sysZ3D1162:M + treatment: ADD + type: CORR + sysZ3D1163:M: + description: sysZ3D1163:M + treatment: ADD + type: CORR + sysZ3D1164:M: + description: sysZ3D1164:M + treatment: ADD + type: CORR + sysZ3D1165:M: + description: sysZ3D1165:M + treatment: ADD + type: CORR + sysZ3D1166:M: + description: sysZ3D1166:M + treatment: ADD + type: CORR + sysZ3D1167:M: + description: sysZ3D1167:M + treatment: ADD + type: CORR + sysZ3D1168:M: + description: sysZ3D1168:M + treatment: ADD + type: CORR + sysZ3D1169:M: + description: sysZ3D1169:M + treatment: ADD + type: CORR + sysZ3D1170:M: + description: sysZ3D1170:M + treatment: ADD + type: CORR + sysZ3D1171:M: + description: sysZ3D1171:M + treatment: ADD + type: CORR + sysZ3D1172:M: + description: sysZ3D1172:M + treatment: ADD + type: CORR + sysZ3D1173:M: + description: sysZ3D1173:M + treatment: ADD + type: CORR + sysZ3D1174:M: + description: sysZ3D1174:M + treatment: ADD + type: CORR + sysZ3D1175:M: + description: sysZ3D1175:M + treatment: ADD + type: CORR + sysZ3D1176:M: + description: sysZ3D1176:M + treatment: ADD + type: CORR + sysZ3D1177:M: + description: sysZ3D1177:M + treatment: ADD + type: CORR + sysZ3D1178:M: + description: sysZ3D1178:M + treatment: ADD + type: CORR + sysZ3D1179:M: + description: sysZ3D1179:M + treatment: ADD + type: CORR + sysZ3D1180:M: + description: sysZ3D1180:M + treatment: ADD + type: CORR + sysZ3D1181:M: + description: sysZ3D1181:M + treatment: ADD + type: CORR + sysZ3D1182:M: + description: sysZ3D1182:M + treatment: ADD + type: CORR + sysZ3D1183:M: + description: sysZ3D1183:M + treatment: ADD + type: CORR + sysZ3D1184:M: + description: sysZ3D1184:M + treatment: ADD + type: CORR + sysZ3D1185:M: + description: sysZ3D1185:M + treatment: ADD + type: CORR + sysZ3D1186:M: + description: sysZ3D1186:M + treatment: ADD + type: CORR + sysZ3D1187:M: + description: sysZ3D1187:M + treatment: ADD + type: CORR + sysZ3D1188:M: + description: sysZ3D1188:M + treatment: ADD + type: CORR + sysZ3D1189:M: + description: sysZ3D1189:M + treatment: ADD + type: CORR + sysZ3D1190:M: + description: sysZ3D1190:M + treatment: ADD + type: CORR + sysZ3D1191:M: + description: sysZ3D1191:M + treatment: ADD + type: CORR + sysZ3D1192:M: + description: sysZ3D1192:M + treatment: ADD + type: CORR + sysZ3D1193:M: + description: sysZ3D1193:M + treatment: ADD + type: CORR + sysZ3D1194:M: + description: sysZ3D1194:M + treatment: ADD + type: CORR + sysZ3D1195:M: + description: sysZ3D1195:M + treatment: ADD + type: CORR + sysZ3D1196:M: + description: sysZ3D1196:M + treatment: ADD + type: CORR + sysZ3D1197:M: + description: sysZ3D1197:M + treatment: ADD + type: CORR + sysZ3D1198:M: + description: sysZ3D1198:M + treatment: ADD + type: CORR + sysZ3D1199:M: + description: sysZ3D1199:M + treatment: ADD + type: CORR + sysZ3D1200:M: + description: sysZ3D1200:M + treatment: ADD + type: CORR + sysZ3D1201:M: + description: sysZ3D1201:M + treatment: ADD + type: CORR + sysZ3D1202:M: + description: sysZ3D1202:M + treatment: ADD + type: CORR + sysZ3D1203:M: + description: sysZ3D1203:M + treatment: ADD + type: CORR + sysZ3D1204:M: + description: sysZ3D1204:M + treatment: ADD + type: CORR + sysZ3D1205:M: + description: sysZ3D1205:M + treatment: ADD + type: CORR + sysZ3D1206:M: + description: sysZ3D1206:M + treatment: ADD + type: CORR + sysZ3D1207:M: + description: sysZ3D1207:M + treatment: ADD + type: CORR + sysZ3D1208:M: + description: sysZ3D1208:M + treatment: ADD + type: CORR + sysZ3D1209:M: + description: sysZ3D1209:M + treatment: ADD + type: CORR + sysZ3D1210:M: + description: sysZ3D1210:M + treatment: ADD + type: CORR + sysZ3D1211:M: + description: sysZ3D1211:M + treatment: ADD + type: CORR + sysZ3D1212:M: + description: sysZ3D1212:M + treatment: ADD + type: CORR + sysZ3D1213:M: + description: sysZ3D1213:M + treatment: ADD + type: CORR + sysZ3D1214:M: + description: 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sysZ3D1219:M: -8.2e-05 + sysZ3D1220:M: 4.1e-05 + sysZ3D1221:M: 4.1e-05 + sysZ3D1222:M: -0.0 + sysZ3D1223:M: 0.0 + sysZ3D1224:M: 4.1e-05 + sysZ3D1225:M: 4.1e-05 + sysZ3D1226:M: 0.0 + sysZ3D1227:M: 8.2e-05 + sysZ3D1228:M: 1.23000000e-04 + sysZ3D1229:M: -0.0 + sysZ3D1230:M: -1.23000000e-04 + sysZ3D1231:M: -1.23000000e-04 + sysZ3D1232:M: 4.1e-05 + sysZ3D1233:M: 0.0 + sysZ3D1234:M: -4.1e-05 + sysZ3D1235:M: -0.0 + sysZ3D1236:M: 4.1e-05 + sysZ3D1237:M: 0.0 + sysZ3D1238:M: -0.0 + sysZ3D1239:M: -0.0 + sysZ3D1240:M: -0.0 + sysZ3D1241:M: -0.0 + sysZ3D1242:M: 0.0 + sysZ3D1243:M: 0.0 + sysZ3D1244:M: -0.0 + sysZ3D1245:M: 8.2e-05 + sysZ3D1246:M: 0.0 + sysZ3D1247:M: -0.0 + sysZ3D1248:M: -0.0 + sysZ3D1249:M: -1.23000000e-04 + sysZ3D1250:M: -4.1e-05 + sysZ3D1251:M: -5.33000000e-04 + sysZ3D1252:M: -4.1e-05 + sysZ3D1253:M: -8.2e-05 + sysZ3D1254:M: -8.2e-05 + sysZ3D1255:M: -1.23000000e-04 + sysZ3D1256:M: -8.2e-05 + sysZ3D1257:M: -1.64000000e-04 + sysZ3D1258:M: -4.1e-05 + sysZ3D1259:M: 4.1e-05 + sysZ3D1260:M: -0.0 + sysZ3D1261:M: -4.1e-05 + sysZ3D1262:M: 8.2e-05 + sysZ3D1263:M: 2.46000000e-04 + sysZ3D1264:M: 7.38000000e-04 + sysZ3D1265:M: 0.000328 + sysZ3D1266:M: -5.74000000e-04 + sysZ3D1267:M: -2.46000000e-04 + sysZ3D1268:M: 4.1e-05 + sysZ3D1269:M: -8.2e-05 + sysZ3D1270:M: 4.1e-05 + sysZ3D1271:M: 2.46000000e-04 + sysZ3D1272:M: 0.0 + sysZ3D1273:M: -0.0 + sysZ3D1274:M: -8.2e-05 + sysZ3D1275:M: 0.000697 + Lumi:M: 0.0 + sys,uncor:M: 0.005371 From 162a028f7a510b90afa1888e5bab9f29499aef47 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 9 Nov 2024 12:09:36 +0000 Subject: [PATCH 08/12] added def value of lumi unc --- .../commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py index 3246d48abe..0f1dcc7cb0 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py @@ -5,6 +5,7 @@ import yaml +ATLAS_LUMI_UNC = 0.018 def get_kinematics(): """ @@ -93,6 +94,6 @@ def get_systematics(version=3): # # Luminosity uncertainty is 1.8 % of the central value (see https://inspirehep.net/literature/1630886) if version == 3: # in version 1 Lumi is included in the hepdata file already name = "ATLAS_LUMI" - values = [0.019 * val for val in get_data_values()] + values = [ATLAS_LUMI_UNC * val for val in get_data_values()] uncertainties.append([{"name": name, "values": values}]) return uncertainties From fcab0aef3b5249cc8d35567642257b1a8043a081 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 9 Nov 2024 15:57:24 +0000 Subject: [PATCH 09/12] LUMI unc should be of SPECIAL type --- .../nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py index b6695805b8..e439102444 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py @@ -57,7 +57,7 @@ def filter_ATLAS_Z0_8TEV_LOWMASS_systematics(version=3): error_definitions[sys[0]['name']] = { "description": f"{sys[0]['name']}", "treatment": "MULT", - "type": "CORR", + "type": "SPECIAL", } else: From d86c293cd2e3854163ed737532aff8300de7c431 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 7 Dec 2024 18:56:55 +0000 Subject: [PATCH 10/12] added process type to metadata --- .../data_legacy_M-Y.yaml | 85 - .../ATLAS_Z0_8TEV_LOWMASS/filter.py | 4 +- .../ATLAS_Z0_8TEV_LOWMASS/filter_utils.py | 8 +- .../ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml | 168 +- .../ATLAS_Z0_8TEV_LOWMASS/kinematics_M-Y.yaml | 1009 - .../ATLAS_Z0_8TEV_LOWMASS/metadata.yaml | 22 +- .../ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml | 168 +- .../uncertainties_v1.yaml | 24466 ---------------- 8 files changed, 183 insertions(+), 25747 deletions(-) delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/data_legacy_M-Y.yaml delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/kinematics_M-Y.yaml delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties_v1.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/data_legacy_M-Y.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/data_legacy_M-Y.yaml deleted file mode 100644 index a28ee2e286..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/data_legacy_M-Y.yaml +++ /dev/null @@ -1,85 +0,0 @@ -data_central: -- 184.96 -- 186.96 -- 185.78 -- 187.32 -- 185.6 -- 187.64 -- 185.98 -- 181.96 -- 166.32 -- 134.78 -- 85.98 -- 29.3 -- 304.64 -- 301.96 -- 302.34 -- 300.66 -- 294.94 -- 293.32 -- 281.74 -- 254.34 -- 208.32 -- 154.02 -- 92.66 -- 30.5 -- 5996.4 -- 5995.0 -- 5970.0 -- 5925.6 -- 5868.6 -- 5655.4 -- 5185.4 -- 4509.6 -- 3658.4 -- 2674.0 -- 1596.62 -- 520.16 -- 7084.4 -- 7043.8 -- 7008.6 -- 6978.6 -- 6897.8 -- 6597.4 -- 6017.0 -- 5209.0 -- 4227.6 -- 3069.4 -- 1831.68 -- 595.56 -- 238.3 -- 239.28 -- 234.6 -- 233.08 -- 228.94 -- 215.76 -- 195.84 -- 166.38 -- 134.9 -- 98.4 -- 57.62 -- 18.48 -- 48.44 -- 47.86 -- 47.38 -- 47.72 -- 45.36 -- 42.26 -- 38.44 -- 32.28 -- 26.58 -- 19.32 -- 11.4 -- 3.48 -- 11.1 -- 11.02 -- 10.82 -- 10.66 -- 9.98 -- 9.22 -- 8.56 -- 7.12 -- 5.72 -- 4.06 -- 2.46 -- 0.82 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py index e439102444..9727d7703d 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter.py @@ -57,7 +57,7 @@ def filter_ATLAS_Z0_8TEV_LOWMASS_systematics(version=3): error_definitions[sys[0]['name']] = { "description": f"{sys[0]['name']}", "treatment": "MULT", - "type": "SPECIAL", + "type": "UNCORR", } else: @@ -90,4 +90,4 @@ def filter_ATLAS_Z0_8TEV_LOWMASS_systematics(version=3): if __name__ == "__main__": filter_ATLAS_Z0_8TEV_LOWMASS_data_kinetic() filter_ATLAS_Z0_8TEV_LOWMASS_systematics(version=3) - filter_ATLAS_Z0_8TEV_LOWMASS_systematics(version=1) + # filter_ATLAS_Z0_8TEV_LOWMASS_systematics(version=1) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py index 0f1dcc7cb0..bacf311c53 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/filter_utils.py @@ -28,10 +28,10 @@ def get_kinematics(): 'mid': 0.5 * (indep_var1['low'] + indep_var1['high']), 'max': indep_var1['high'], }, - 'M2': { - 'min': indep_var2['low'] ** 2, - 'mid': (0.5 * (indep_var2['low'] + indep_var2['high'])) ** 2, - 'max': indep_var2['high'] ** 2, + 'm_Z2': { + 'min': indep_var2['low']**2, + 'mid': (0.5 * (indep_var2['low'] + indep_var2['high']))**2, + 'max': indep_var2['high']**2, }, 'sqrts': {'min': None, 'mid': 8000.0, 'max': None}, } diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml index 82d2a6b253..74c72dce32 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/kinematics.yaml @@ -3,7 +3,7 @@ bins: min: 0.0 mid: 0.1 max: 0.2 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -15,7 +15,7 @@ bins: min: 0.2 mid: 3.00000000e-01 max: 0.4 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -27,7 +27,7 @@ bins: min: 0.4 mid: 0.5 max: 0.6 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -39,7 +39,7 @@ bins: min: 0.6 mid: 0.7 max: 0.8 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -51,7 +51,7 @@ bins: min: 0.8 mid: 0.9 max: 1.0 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -63,7 +63,7 @@ bins: min: 1.0 mid: 1.1 max: 1.2 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -75,7 +75,7 @@ bins: min: 1.2 mid: 1.30000000e+00 max: 1.4 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -87,7 +87,7 @@ bins: min: 1.4 mid: 1.5 max: 1.6 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -99,7 +99,7 @@ bins: min: 1.6 mid: 1.70000000e+00 max: 1.8 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -111,7 +111,7 @@ bins: min: 1.8 mid: 1.9 max: 2.0 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -123,7 +123,7 @@ bins: min: 2.0 mid: 2.1 max: 2.2 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -135,7 +135,7 @@ bins: min: 2.2 mid: 2.3 max: 2.4 - M2: + m_Z2: min: 2116.0 mid: 3136.0 max: 4356.0 @@ -147,7 +147,7 @@ bins: min: 0.0 mid: 0.1 max: 0.2 - M2: + m_Z2: min: 4356.0 mid: 5329.0 max: 6400.0 @@ -159,7 +159,7 @@ bins: 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a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml index 0179cac79a..955ae0cee7 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml @@ -1,6 +1,6 @@ setname: ATLAS_Z0_8TEV_LOWMASS version: 3 -version_comment: Port of old commondata +version_comment: "New implementation differs slightly from the old one." nnpdf_metadata: nnpdf31_process: DY NC experiment: ATLAS @@ -18,12 +18,12 @@ implemented_observables: description: Drell-Yan Rapidity Distribution label: ATLAS DY 2D 8 TeV low mass units: '' - process_type: EWK_RAP + process_type: DY_Z_Y tables: [5] - npoints: [] + npoints: [84] ndata: 84 plotting: - kinematics_override: ewk_rap_sqrt_scale + kinematics_override: identity dataset_label: ATLAS DY 2D 8 TeV low mass y_label: $d^2\sigma/dm_{\ell\ell}d|y_{\ell\ell}|$ [fb] figure_by: @@ -32,7 +32,7 @@ implemented_observables: plot_x: y kinematic_coverage: - y - - M2 + - m_Z2 - sqrts kinematics: variables: @@ -40,10 +40,10 @@ implemented_observables: description: Rapidity label: y units: '' - M2: - description: Invariant mass - label: M2 - units: 'GeV' + m_Z2: + description: lepton pair mass + label: m_Z2 + units: 'GeV^2' sqrts: description: Center of mass energy label: sqrts @@ -74,10 +74,6 @@ implemented_observables: legacy: data_uncertainties: - uncertainties_legacy_M-Y.yaml - - version1: - data_uncertainties: - - uncertainties_v1.yaml data_central: data.yaml ported_from: ATLAS_DY_2D_8TEV_LOWMASS diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml index 70d35f24d9..237bee6e40 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties.yaml @@ -1389,7 +1389,7 @@ bins: sysZ3D1274: 1.47968000e-01 sysZ3D1275: 0.055488 sys,uncor: 8.32320000e-01 - ATLAS_LUMI: 3.51424 + ATLAS_LUMI: 3.32928 - stat: 1.04697600e+00 sysZ3D1001: -7.47840000e-02 sysZ3D1002: -1.68264000e-01 @@ -1667,7 +1667,7 @@ bins: sysZ3D1274: 1.30872000e-01 sysZ3D1275: 7.47840000e-02 sys,uncor: 8.78712000e-01 - ATLAS_LUMI: 3.55224000e+00 + ATLAS_LUMI: 3.36528000e+00 - stat: 1.058946 sysZ3D1001: -5.57340000e-02 sysZ3D1002: -1.67202000e-01 @@ -1945,7 +1945,7 @@ bins: sysZ3D1274: 0.09289 sysZ3D1275: 0.055734 sys,uncor: 0.817432 - ATLAS_LUMI: 3.52982 + ATLAS_LUMI: 3.34404000e+00 - stat: 1.04899200e+00 sysZ3D1001: -5.61960000e-02 sysZ3D1002: -0.18732 @@ -2223,7 +2223,7 @@ bins: sysZ3D1274: 0.149856 sysZ3D1275: 0.074928 sys,uncor: 7.86744000e-01 - ATLAS_LUMI: 3.55908 + ATLAS_LUMI: 3.37176000e+00 - stat: 1.03936 sysZ3D1001: -5.56800000e-02 sysZ3D1002: -1.67040000e-01 @@ -2501,7 +2501,7 @@ bins: sysZ3D1274: 5.56800000e-02 sysZ3D1275: 0.07424 sys,uncor: 7.98080000e-01 - ATLAS_LUMI: 3.52640000e+00 + ATLAS_LUMI: 3.34080000e+00 - stat: 1.05078400e+00 sysZ3D1001: -5.62920000e-02 sysZ3D1002: -1.50112000e-01 @@ -2779,7 +2779,7 @@ bins: sysZ3D1274: 3.75280000e-02 sysZ3D1275: 0.09382 sys,uncor: 7.88088000e-01 - ATLAS_LUMI: 3.56516 + ATLAS_LUMI: 3.37752 - stat: 1.060086 sysZ3D1001: -5.57940000e-02 sysZ3D1002: -1.30186000e-01 @@ -3057,7 +3057,7 @@ bins: sysZ3D1274: -3.71960000e-02 sysZ3D1275: 0.09299 sys,uncor: 7.62518000e-01 - ATLAS_LUMI: 3.53362000e+00 + ATLAS_LUMI: 3.34764 - stat: 1.05536800e+00 sysZ3D1001: -7.27840000e-02 sysZ3D1002: -1.27372000e-01 @@ -3335,7 +3335,7 @@ bins: sysZ3D1274: 0.054588 sysZ3D1275: 9.09800000e-02 sys,uncor: 0.764232 - ATLAS_LUMI: 3.45724 + ATLAS_LUMI: 3.27528 - stat: 1.014552 sysZ3D1001: -6.65280000e-02 sysZ3D1002: -9.97920000e-02 @@ -3613,7 +3613,7 @@ bins: sysZ3D1274: 4.98960000e-02 sysZ3D1275: 9.97920000e-02 sys,uncor: 0.765072 - ATLAS_LUMI: 3.16008 + ATLAS_LUMI: 2.99376000e+00 - stat: 8.89548000e-01 sysZ3D1001: -0.06739 sysZ3D1002: -5.39120000e-02 @@ -3891,7 +3891,7 @@ bins: sysZ3D1274: -8.08680000e-02 sysZ3D1275: 0.06739 sys,uncor: 0.6739 - ATLAS_LUMI: 2.56082 + ATLAS_LUMI: 2.42604 - stat: 0.713634 sysZ3D1001: -0.04299 sysZ3D1002: -1.71960000e-02 @@ -4169,7 +4169,7 @@ bins: sysZ3D1274: -2.57940000e-02 sysZ3D1275: 5.15880000e-02 sys,uncor: 0.533076 - ATLAS_LUMI: 1.63362 + ATLAS_LUMI: 1.54764 - stat: 0.40727 sysZ3D1001: -0.01758 sysZ3D1002: -0.00879 @@ -4447,7 +4447,7 @@ bins: sysZ3D1274: -0.04102 sysZ3D1275: 0.02051 sys,uncor: 3.10580000e-01 - ATLAS_LUMI: 0.5567 + ATLAS_LUMI: 0.5274 - stat: 1.279488 sysZ3D1001: -9.13920000e-02 sysZ3D1002: -9.13920000e-02 @@ -4725,7 +4725,7 @@ bins: sysZ3D1274: -3.04640000e-02 sysZ3D1275: 0.182784 sys,uncor: 7.00672000e-01 - ATLAS_LUMI: 5.78816 + ATLAS_LUMI: 5.48352 - stat: 1.268232 sysZ3D1001: -9.05880000e-02 sysZ3D1002: -6.03920000e-02 @@ -5003,7 +5003,7 @@ bins: sysZ3D1274: -3.01960000e-02 sysZ3D1275: 0.15098 sys,uncor: 0.694508 - ATLAS_LUMI: 5.73724 + ATLAS_LUMI: 5.43528000e+00 - stat: 1.269828 sysZ3D1001: -9.07020000e-02 sysZ3D1002: -6.04680000e-02 @@ -5281,7 +5281,7 @@ bins: sysZ3D1274: -3.02340000e-02 sysZ3D1275: 0.15117 sys,uncor: 6.65148000e-01 - ATLAS_LUMI: 5.74446000e+00 + ATLAS_LUMI: 5.44212000e+00 - stat: 1.292838 sysZ3D1001: -9.01980000e-02 sysZ3D1002: -3.00660000e-02 @@ -5559,7 +5559,7 @@ bins: sysZ3D1274: -6.01320000e-02 sysZ3D1275: 1.50330000e-01 sys,uncor: 7.21584000e-01 - ATLAS_LUMI: 5.71254000e+00 + ATLAS_LUMI: 5.41188000e+00 - stat: 1.26824200e+00 sysZ3D1001: -8.84820000e-02 sysZ3D1002: -2.94940000e-02 @@ -5837,7 +5837,7 @@ bins: sysZ3D1274: -8.84820000e-02 sysZ3D1275: 0.14747 sys,uncor: 6.78362000e-01 - ATLAS_LUMI: 5.60386 + ATLAS_LUMI: 5.30892 - stat: 1.231944 sysZ3D1001: -8.79960000e-02 sysZ3D1002: 2.93320000e-02 @@ -6115,7 +6115,7 @@ bins: sysZ3D1274: -8.79960000e-02 sysZ3D1275: 0.175992 sys,uncor: 0.703968 - ATLAS_LUMI: 5.57308000e+00 + ATLAS_LUMI: 5.27976000e+00 - stat: 1.211482 sysZ3D1001: -8.45220000e-02 sysZ3D1002: 0.056348 @@ -6393,7 +6393,7 @@ bins: sysZ3D1274: -1.69044000e-01 sysZ3D1275: 1.97218000e-01 sys,uncor: 6.76176000e-01 - ATLAS_LUMI: 5.35306 + ATLAS_LUMI: 5.07132 - stat: 1.14453 sysZ3D1001: -7.63020000e-02 sysZ3D1002: 5.08680000e-02 @@ -6671,7 +6671,7 @@ bins: sysZ3D1274: -7.63020000e-02 sysZ3D1275: 1.52604000e-01 sys,uncor: 6.61284000e-01 - ATLAS_LUMI: 4.83246 + ATLAS_LUMI: 4.57812000e+00 - stat: 1.02076800e+00 sysZ3D1001: -8.33280000e-02 sysZ3D1002: 2.08320000e-02 @@ -6949,7 +6949,7 @@ bins: sysZ3D1274: -8.33280000e-02 sysZ3D1275: 0.145824 sys,uncor: 0.583296 - ATLAS_LUMI: 3.95808 + ATLAS_LUMI: 3.74976000e+00 - stat: 8.62512000e-01 sysZ3D1001: -6.16080000e-02 sysZ3D1002: 1.54020000e-02 @@ -7227,7 +7227,7 @@ bins: sysZ3D1274: -1.23216000e-01 sysZ3D1275: 9.24120000e-02 sys,uncor: 0.508266 - ATLAS_LUMI: 2.92638000e+00 + ATLAS_LUMI: 2.77236000e+00 - stat: 0.64862 sysZ3D1001: -0.04633 sysZ3D1002: 0.0 @@ -7505,7 +7505,7 @@ bins: sysZ3D1274: -7.41280000e-02 sysZ3D1275: 0.055596 sys,uncor: 3.79906000e-01 - ATLAS_LUMI: 1.76054000e+00 + ATLAS_LUMI: 1.66788 - stat: 3.59900000e-01 sysZ3D1001: -1.83000000e-02 sysZ3D1002: -0.0061 @@ -7783,7 +7783,7 @@ bins: sysZ3D1274: -0.04575 sysZ3D1275: 1.83000000e-02 sys,uncor: 2.28750000e-01 - ATLAS_LUMI: 0.5795 + ATLAS_LUMI: 5.49000000e-01 - stat: 6.59604000e+00 sysZ3D1001: -1.79892000e+00 sysZ3D1002: -1.19928000e+00 @@ -8061,7 +8061,7 @@ bins: sysZ3D1274: -0.0 sysZ3D1275: 1.79892000e+00 sys,uncor: 2.9982 - ATLAS_LUMI: 113.9316 + ATLAS_LUMI: 107.9352 - stat: 6.59450000e+00 sysZ3D1001: -1.7985 sysZ3D1002: -0.5995 @@ -8339,7 +8339,7 @@ bins: sysZ3D1274: -0.5995 sysZ3D1275: 2.398 sys,uncor: 2.9975 - ATLAS_LUMI: 113.905 + ATLAS_LUMI: 107.91 - stat: 6.567 sysZ3D1001: -1.791 sysZ3D1002: -0.597 @@ -8617,7 +8617,7 @@ bins: sysZ3D1274: -0.597 sysZ3D1275: 2.388 sys,uncor: 2.985 - ATLAS_LUMI: 1.13430000e+02 + ATLAS_LUMI: 107.46 - stat: 6.51816 sysZ3D1001: -1.77768000e+00 sysZ3D1002: -0.0 @@ -8895,7 +8895,7 @@ bins: sysZ3D1274: -0.59256 sysZ3D1275: 2.37024 sys,uncor: 2.9628 - ATLAS_LUMI: 112.5864 + ATLAS_LUMI: 106.6608 - stat: 6.45546 sysZ3D1001: -1.76058000e+00 sysZ3D1002: 0.0 @@ -9173,7 +9173,7 @@ bins: sysZ3D1274: -1.17372 sysZ3D1275: 2.9343 sys,uncor: 2.9343 - ATLAS_LUMI: 1.11503400e+02 + ATLAS_LUMI: 1.05634800e+02 - stat: 6.22094000e+00 sysZ3D1001: -1.69662000e+00 sysZ3D1002: 1.13108 @@ -9451,7 +9451,7 @@ bins: sysZ3D1274: -1.13108 sysZ3D1275: 2.8277 sys,uncor: 3.39324000e+00 - ATLAS_LUMI: 107.4526 + ATLAS_LUMI: 101.7972 - stat: 5.70394 sysZ3D1001: -1.55562000e+00 sysZ3D1002: 1.03708 @@ -9729,7 +9729,7 @@ bins: sysZ3D1274: -1.03708 sysZ3D1275: 3.11124000e+00 sys,uncor: 3.11124000e+00 - ATLAS_LUMI: 98.5226 + ATLAS_LUMI: 9.33372000e+01 - stat: 5.41152000e+00 sysZ3D1001: -1.80384000e+00 sysZ3D1002: 4.50960000e-01 @@ -10007,7 +10007,7 @@ bins: sysZ3D1274: -9.01920000e-01 sysZ3D1275: 2.70576000e+00 sys,uncor: 2.70576000e+00 - ATLAS_LUMI: 8.56824000e+01 + ATLAS_LUMI: 8.11728000e+01 - stat: 4.75592 sysZ3D1001: -1.46336 sysZ3D1002: 0.36584 @@ -10285,7 +10285,7 @@ bins: sysZ3D1274: -0.73168 sysZ3D1275: 2.56088 sys,uncor: 2.56088 - ATLAS_LUMI: 69.5096 + ATLAS_LUMI: 6.58512000e+01 - stat: 3.74360000e+00 sysZ3D1001: -1.33700000e+00 sysZ3D1002: 2.67400000e-01 @@ -10563,7 +10563,7 @@ bins: sysZ3D1274: -5.34800000e-01 sysZ3D1275: 1.87180000e+00 sys,uncor: 2.13920000e+00 - ATLAS_LUMI: 50.806 + ATLAS_LUMI: 48.132 - stat: 3.033578 sysZ3D1001: -9.57972000e-01 sysZ3D1002: 0.0 @@ -10841,7 +10841,7 @@ bins: sysZ3D1274: -1.59662000e-01 sysZ3D1275: 1.277296 sys,uncor: 1.75628200e+00 - ATLAS_LUMI: 3.03357800e+01 + ATLAS_LUMI: 2.87391600e+01 - stat: 1.61249600e+00 sysZ3D1001: -3.64112000e-01 sysZ3D1002: -1.04032000e-01 @@ -11119,7 +11119,7 @@ bins: sysZ3D1274: -5.20160000e-02 sysZ3D1275: 0.572176 sys,uncor: 0.988304 - ATLAS_LUMI: 9.88304 + ATLAS_LUMI: 9.36288000e+00 - stat: 7.79284 sysZ3D1001: -2.12532000e+00 sysZ3D1002: -1.41688 @@ -11397,7 +11397,7 @@ bins: sysZ3D1274: -0.70844 sysZ3D1275: 2.12532000e+00 sys,uncor: 3.5422 - ATLAS_LUMI: 134.6036 + ATLAS_LUMI: 1.27519200e+02 - stat: 7.74818000e+00 sysZ3D1001: -2.11314 sysZ3D1002: -0.70438 @@ -11675,7 +11675,7 @@ bins: sysZ3D1274: -0.70438 sysZ3D1275: 2.11314 sys,uncor: 3.5219 - ATLAS_LUMI: 133.8322 + ATLAS_LUMI: 126.7884 - stat: 7.70946000e+00 sysZ3D1001: -2.10258000e+00 sysZ3D1002: -0.70086 @@ -11953,7 +11953,7 @@ bins: sysZ3D1274: -0.70086 sysZ3D1275: 2.10258000e+00 sys,uncor: 3.5043 - ATLAS_LUMI: 133.1634 + ATLAS_LUMI: 126.1548 - stat: 7.67646000e+00 sysZ3D1001: -2.09358000e+00 sysZ3D1002: -0.0 @@ -12231,7 +12231,7 @@ bins: sysZ3D1274: -1.39572 sysZ3D1275: 2.79144 sys,uncor: 3.48930000e+00 - ATLAS_LUMI: 132.5934 + ATLAS_LUMI: 125.6148 - stat: 7.58758000e+00 sysZ3D1001: -2.06934 sysZ3D1002: 0.0 @@ -12509,7 +12509,7 @@ bins: sysZ3D1274: -1.37956000e+00 sysZ3D1275: 2.75912000e+00 sys,uncor: 3.4489 - ATLAS_LUMI: 131.0582 + ATLAS_LUMI: 124.1604 - stat: 7.25714000e+00 sysZ3D1001: -1.97922000e+00 sysZ3D1002: 1.31948 @@ -12787,7 +12787,7 @@ bins: sysZ3D1274: -1.31948 sysZ3D1275: 2.63896 sys,uncor: 3.2987 - ATLAS_LUMI: 1.25350600e+02 + ATLAS_LUMI: 118.7532 - stat: 6.61870000e+00 sysZ3D1001: -1.8051 sysZ3D1002: 1.2034 @@ -13065,7 +13065,7 @@ bins: sysZ3D1274: -1.2034 sysZ3D1275: 3.0085 sys,uncor: 3.0085 - ATLAS_LUMI: 114.323 + ATLAS_LUMI: 108.306 - stat: 5.7299 sysZ3D1001: -2.0836 sysZ3D1002: 0.5209 @@ -13343,7 +13343,7 @@ bins: sysZ3D1274: -1.0418 sysZ3D1275: 2.60450000e+00 sys,uncor: 3.12540000e+00 - ATLAS_LUMI: 98.971 + ATLAS_LUMI: 9.37620000e+01 - stat: 5.49588 sysZ3D1001: -1.69104 sysZ3D1002: 0.42276 @@ -13621,7 +13621,7 @@ bins: sysZ3D1274: -0.84552 sysZ3D1275: 2.53656000e+00 sys,uncor: 2.53656000e+00 - ATLAS_LUMI: 8.03244000e+01 + ATLAS_LUMI: 7.60968000e+01 - stat: 4.6041 sysZ3D1001: -1.5347 sysZ3D1002: 0.30694 @@ -13899,7 +13899,7 @@ bins: sysZ3D1274: -0.92082 sysZ3D1275: 1.84164 sys,uncor: 2.14858000e+00 - ATLAS_LUMI: 58.3186 + ATLAS_LUMI: 5.52492000e+01 - stat: 3.480192 sysZ3D1001: -0.91584 sysZ3D1002: -0.0 @@ -14177,7 +14177,7 @@ bins: sysZ3D1274: -5.49504000e-01 sysZ3D1275: 1.28217600e+00 sys,uncor: 1.83168 - ATLAS_LUMI: 34.80192 + ATLAS_LUMI: 32.97024 - stat: 1.84623600e+00 sysZ3D1001: -4.16892000e-01 sysZ3D1002: -1.19112000e-01 @@ -14455,7 +14455,7 @@ bins: sysZ3D1274: -1.78668000e-01 sysZ3D1275: 5.36004000e-01 sys,uncor: 9.52896000e-01 - ATLAS_LUMI: 1.13156400e+01 + ATLAS_LUMI: 1.07200800e+01 - stat: 1.26299 sysZ3D1001: -0.07149 sysZ3D1002: -2.38300000e-02 @@ -14733,7 +14733,7 @@ bins: sysZ3D1274: -2.38300000e-02 sysZ3D1275: 0.07149 sys,uncor: 0.57192 - ATLAS_LUMI: 4.5277 + ATLAS_LUMI: 4.2894 - stat: 1.244256 sysZ3D1001: -7.17840000e-02 sysZ3D1002: -2.39280000e-02 @@ -15011,7 +15011,7 @@ bins: sysZ3D1274: -2.39280000e-02 sysZ3D1275: 7.17840000e-02 sys,uncor: 5.74272000e-01 - ATLAS_LUMI: 4.54632 + ATLAS_LUMI: 4.30704 - stat: 1.19646 sysZ3D1001: -0.07038 sysZ3D1002: -0.0 @@ -15289,7 +15289,7 @@ bins: sysZ3D1274: -0.02346 sysZ3D1275: 0.07038 sys,uncor: 0.5865 - ATLAS_LUMI: 4.4574 + ATLAS_LUMI: 4.22280000e+00 - stat: 1.188708 sysZ3D1001: -9.32320000e-02 sysZ3D1002: -0.0 @@ -15567,7 +15567,7 @@ bins: sysZ3D1274: -9.32320000e-02 sysZ3D1275: 9.32320000e-02 sys,uncor: 0.606008 - ATLAS_LUMI: 4.42852 + ATLAS_LUMI: 4.19544 - stat: 1.167594 sysZ3D1001: -9.15760000e-02 sysZ3D1002: 0.022894 @@ -15845,7 +15845,7 @@ bins: sysZ3D1274: -9.15760000e-02 sysZ3D1275: 0.091576 sys,uncor: 6.41032000e-01 - ATLAS_LUMI: 4.34986 + ATLAS_LUMI: 4.12092 - stat: 1.10037600e+00 sysZ3D1001: -8.63040000e-02 sysZ3D1002: 0.043152 @@ -16123,7 +16123,7 @@ bins: sysZ3D1274: -1.29456000e-01 sysZ3D1275: 0.10788 sys,uncor: 5.82552000e-01 - ATLAS_LUMI: 4.09944 + ATLAS_LUMI: 3.88368 - stat: 0.998784 sysZ3D1001: -7.83360000e-02 sysZ3D1002: 0.039168 @@ -16401,7 +16401,7 @@ bins: sysZ3D1274: -1.56672000e-01 sysZ3D1275: 0.09792 sys,uncor: 5.67936000e-01 - ATLAS_LUMI: 3.72096000e+00 + ATLAS_LUMI: 3.52512000e+00 - stat: 0.865176 sysZ3D1001: -6.65520000e-02 sysZ3D1002: 1.66380000e-02 @@ -16679,7 +16679,7 @@ bins: sysZ3D1274: -9.98280000e-02 sysZ3D1275: 8.31900000e-02 sys,uncor: 4.99140000e-01 - ATLAS_LUMI: 3.16122000e+00 + ATLAS_LUMI: 2.99484000e+00 - stat: 0.74195 sysZ3D1001: -0.06745 sysZ3D1002: 0.01349 @@ -16957,7 +16957,7 @@ bins: sysZ3D1274: -0.14839 sysZ3D1275: 0.08094 sys,uncor: 4.99130000e-01 - ATLAS_LUMI: 2.5631 + ATLAS_LUMI: 2.4282 - stat: 5.70720000e-01 sysZ3D1001: -5.90400000e-02 sysZ3D1002: 9.84000000e-03 @@ -17235,7 +17235,7 @@ bins: sysZ3D1274: -1.18080000e-01 sysZ3D1275: 2.95200000e-02 sys,uncor: 0.3936 - ATLAS_LUMI: 1.86960000e+00 + ATLAS_LUMI: 1.77120000e+00 - stat: 0.386054 sysZ3D1001: -4.03340000e-02 sysZ3D1002: -0.0 @@ -17513,7 +17513,7 @@ bins: sysZ3D1274: -9.21920000e-02 sysZ3D1275: 0.02881 sys,uncor: 0.293862 - ATLAS_LUMI: 1.09478000e+00 + ATLAS_LUMI: 1.03716000e+00 - stat: 0.179256 sysZ3D1001: -1.66320000e-02 sysZ3D1002: -5.54400000e-03 @@ -17791,7 +17791,7 @@ bins: sysZ3D1274: -3.32640000e-02 sysZ3D1275: 0.00924 sys,uncor: 1.71864000e-01 - ATLAS_LUMI: 0.35112 + ATLAS_LUMI: 0.33264 - stat: 3.92364000e-01 sysZ3D1001: -1.45320000e-02 sysZ3D1002: -4.84400000e-03 @@ -18069,7 +18069,7 @@ bins: sysZ3D1274: -3.39080000e-02 sysZ3D1275: 0.02422 sys,uncor: 0.159852 - ATLAS_LUMI: 0.92036 + ATLAS_LUMI: 8.71920000e-01 - stat: 3.92452000e-01 sysZ3D1001: -1.43580000e-02 sysZ3D1002: -0.0 @@ -18347,7 +18347,7 @@ bins: sysZ3D1274: 0.019144 sysZ3D1275: 0.02393 sys,uncor: 1.62724000e-01 - ATLAS_LUMI: 9.09340000e-01 + ATLAS_LUMI: 8.61480000e-01 - stat: 0.393254 sysZ3D1001: -1.89520000e-02 sysZ3D1002: 0.0 @@ -18625,7 +18625,7 @@ bins: sysZ3D1274: -9.47600000e-03 sysZ3D1275: 0.02369 sys,uncor: 0.151616 - ATLAS_LUMI: 9.00220000e-01 + ATLAS_LUMI: 8.52840000e-01 - stat: 3.91304000e-01 sysZ3D1001: -1.90880000e-02 sysZ3D1002: 0.004772 @@ -18903,7 +18903,7 @@ bins: sysZ3D1274: -1.90880000e-02 sysZ3D1275: 2.86320000e-02 sys,uncor: 0.14316 - ATLAS_LUMI: 9.06680000e-01 + ATLAS_LUMI: 0.85896 - stat: 0.376488 sysZ3D1001: -1.81440000e-02 sysZ3D1002: 0.004536 @@ -19181,7 +19181,7 @@ bins: sysZ3D1274: -4.08240000e-02 sysZ3D1275: 2.72160000e-02 sys,uncor: 0.145152 - ATLAS_LUMI: 8.61840000e-01 + ATLAS_LUMI: 0.81648 - stat: 3.54984000e-01 sysZ3D1001: -1.69040000e-02 sysZ3D1002: 0.004226 @@ -19459,7 +19459,7 @@ bins: sysZ3D1274: -0.02113 sysZ3D1275: 2.53560000e-02 sys,uncor: 1.47910000e-01 - ATLAS_LUMI: 0.80294 + ATLAS_LUMI: 7.60680000e-01 - stat: 0.334428 sysZ3D1001: -1.53760000e-02 sysZ3D1002: 3.84400000e-03 @@ -19737,7 +19737,7 @@ bins: sysZ3D1274: -7.68800000e-03 sysZ3D1275: 2.69080000e-02 sys,uncor: 1.42228000e-01 - ATLAS_LUMI: 7.30360000e-01 + ATLAS_LUMI: 0.69192 - stat: 0.293748 sysZ3D1001: -1.29120000e-02 sysZ3D1002: 3.22800000e-03 @@ -20015,7 +20015,7 @@ bins: sysZ3D1274: -9.68400000e-03 sysZ3D1275: 2.58240000e-02 sys,uncor: 0.132348 - ATLAS_LUMI: 0.61332 + ATLAS_LUMI: 0.58104 - stat: 0.271116 sysZ3D1001: -0.01329 sysZ3D1002: 0.0 @@ -20293,7 +20293,7 @@ bins: sysZ3D1274: -1.59480000e-02 sysZ3D1275: 0.02658 sys,uncor: 1.27584000e-01 - ATLAS_LUMI: 5.05020000e-01 + ATLAS_LUMI: 4.78440000e-01 - stat: 0.237636 sysZ3D1001: -1.35240000e-02 sysZ3D1002: 0.0 @@ -20571,7 +20571,7 @@ bins: sysZ3D1274: -0.02898 sysZ3D1275: 1.54560000e-02 sys,uncor: 0.13524 - ATLAS_LUMI: 0.36708 + ATLAS_LUMI: 3.47760000e-01 - stat: 0.16188 sysZ3D1001: -0.00684 sysZ3D1002: -1.14000000e-03 @@ -20849,7 +20849,7 @@ bins: sysZ3D1274: -7.98000000e-03 sysZ3D1275: 0.0114 sys,uncor: 7.63800000e-02 - ATLAS_LUMI: 2.16600000e-01 + ATLAS_LUMI: 0.2052 - stat: 0.089088 sysZ3D1001: -0.00348 sysZ3D1002: -1.04400000e-03 @@ -21127,7 +21127,7 @@ bins: sysZ3D1274: -7.65600000e-03 sysZ3D1275: 0.003132 sys,uncor: 0.057768 - ATLAS_LUMI: 0.06612 + ATLAS_LUMI: 0.06264 - stat: 0.17205 sysZ3D1001: -0.00444 sysZ3D1002: -0.0 @@ -21405,7 +21405,7 @@ bins: sysZ3D1274: 0.00444 sysZ3D1275: 0.00888 sys,uncor: 6.21600000e-02 - ATLAS_LUMI: 2.10900000e-01 + ATLAS_LUMI: 1.99800000e-01 - stat: 1.69708000e-01 sysZ3D1001: -4.40800000e-03 sysZ3D1002: -0.0 @@ -21683,7 +21683,7 @@ bins: sysZ3D1274: -4.40800000e-03 sysZ3D1275: 0.009918 sys,uncor: 0.07163 - ATLAS_LUMI: 2.09380000e-01 + ATLAS_LUMI: 1.98360000e-01 - stat: 0.165546 sysZ3D1001: -4.32800000e-03 sysZ3D1002: 0.001082 @@ -21961,7 +21961,7 @@ bins: sysZ3D1274: 3.24600000e-03 sysZ3D1275: 0.008656 sys,uncor: 6.38380000e-02 - ATLAS_LUMI: 0.20558 + ATLAS_LUMI: 0.19476 - stat: 0.162032 sysZ3D1001: -4.26400000e-03 sysZ3D1002: 0.001066 @@ -22239,7 +22239,7 @@ bins: sysZ3D1274: -1.27920000e-02 sysZ3D1275: 0.009594 sys,uncor: 5.22340000e-02 - ATLAS_LUMI: 0.20254 + ATLAS_LUMI: 0.19188 - stat: 0.155688 sysZ3D1001: -3.99200000e-03 sysZ3D1002: 0.000998 @@ -22517,7 +22517,7 @@ bins: sysZ3D1274: 6.98600000e-03 sysZ3D1275: 0.00998 sys,uncor: 0.050898 - ATLAS_LUMI: 1.89620000e-01 + ATLAS_LUMI: 1.79640000e-01 - stat: 1.45676000e-01 sysZ3D1001: -3.68800000e-03 sysZ3D1002: 9.22000000e-04 @@ -22795,7 +22795,7 @@ bins: sysZ3D1274: -9.22000000e-04 sysZ3D1275: 8.29800000e-03 sys,uncor: 0.054398 - ATLAS_LUMI: 0.17518 + ATLAS_LUMI: 0.16596 - stat: 1.38672000e-01 sysZ3D1001: -0.00428 sysZ3D1002: 0.000856 @@ -23073,7 +23073,7 @@ bins: sysZ3D1274: 0.005136 sysZ3D1275: 0.009416 sys,uncor: 0.052216 - ATLAS_LUMI: 0.16264 + ATLAS_LUMI: 0.15408 - stat: 0.126024 sysZ3D1001: -0.00356 sysZ3D1002: 0.0 @@ -23351,7 +23351,7 @@ bins: sysZ3D1274: -0.0 sysZ3D1275: 0.006408 sys,uncor: 0.062656 - ATLAS_LUMI: 1.35280000e-01 + ATLAS_LUMI: 1.28160000e-01 - stat: 0.110396 sysZ3D1001: -3.43200000e-03 sysZ3D1002: -0.0 @@ -23629,7 +23629,7 @@ bins: sysZ3D1274: -5.72000000e-04 sysZ3D1275: 6.86400000e-03 sys,uncor: 0.039468 - ATLAS_LUMI: 1.08680000e-01 + ATLAS_LUMI: 1.02960000e-01 - stat: 0.088102 sysZ3D1001: -2.43600000e-03 sysZ3D1002: -0.0 @@ -23907,7 +23907,7 @@ bins: sysZ3D1274: -8.12000000e-04 sysZ3D1275: 5.68400000e-03 sys,uncor: 2.63900000e-02 - ATLAS_LUMI: 7.71400000e-02 + ATLAS_LUMI: 0.07308 - stat: 0.06765 sysZ3D1001: -1.72200000e-03 sysZ3D1002: -2.46000000e-04 @@ -24185,7 +24185,7 @@ bins: sysZ3D1274: -2.95200000e-03 sysZ3D1275: 0.003198 sys,uncor: 0.024846 - ATLAS_LUMI: 0.04674 + ATLAS_LUMI: 4.42800000e-02 - stat: 3.82940000e-02 sysZ3D1001: -7.38000000e-04 sysZ3D1002: -3.28000000e-04 @@ -24463,4 +24463,4 @@ bins: sysZ3D1274: -1.64000000e-04 sysZ3D1275: 0.001394 sys,uncor: 0.010742 - ATLAS_LUMI: 1.55800000e-02 + ATLAS_LUMI: 1.47600000e-02 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties_v1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties_v1.yaml deleted file mode 100644 index 9542b461fa..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/uncertainties_v1.yaml +++ /dev/null @@ -1,24466 +0,0 @@ -definitions: - stat: - description: stat - treatment: ADD - type: UNCORR - sysZ3D1001:M: - description: sysZ3D1001:M - treatment: ADD - type: CORR - sysZ3D1002:M: - description: sysZ3D1002:M - treatment: ADD - type: CORR - sysZ3D1003:M: - description: sysZ3D1003:M - treatment: ADD - type: CORR - sysZ3D1004:M: - description: sysZ3D1004:M - treatment: ADD - type: CORR - sysZ3D1005:M: - description: 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sysZ3D1220:M: 5.70000000e-04 - sysZ3D1221:M: 5.70000000e-04 - sysZ3D1222:M: 0.0 - sysZ3D1223:M: -0.0 - sysZ3D1224:M: 0.0 - sysZ3D1225:M: 5.70000000e-04 - sysZ3D1226:M: 5.70000000e-04 - sysZ3D1227:M: 1.14000000e-03 - sysZ3D1228:M: 5.70000000e-04 - sysZ3D1229:M: -0.0 - sysZ3D1230:M: -5.70000000e-04 - sysZ3D1231:M: -5.70000000e-04 - sysZ3D1232:M: 5.70000000e-04 - sysZ3D1233:M: 0.0 - sysZ3D1234:M: -0.0 - sysZ3D1235:M: -0.0 - sysZ3D1236:M: 0.0 - sysZ3D1237:M: 5.70000000e-04 - sysZ3D1238:M: 5.70000000e-04 - sysZ3D1239:M: -0.0 - sysZ3D1240:M: 0.0 - sysZ3D1241:M: -0.0 - sysZ3D1242:M: 0.0 - sysZ3D1243:M: 0.0 - sysZ3D1244:M: -5.70000000e-04 - sysZ3D1245:M: 0.00171 - sysZ3D1246:M: 5.70000000e-04 - sysZ3D1247:M: -0.0 - sysZ3D1248:M: -1.14000000e-03 - sysZ3D1249:M: -0.00171 - sysZ3D1250:M: -5.70000000e-04 - sysZ3D1251:M: -4.56000000e-03 - sysZ3D1252:M: -0.00285 - sysZ3D1253:M: 1.14000000e-03 - sysZ3D1254:M: 0.0 - sysZ3D1255:M: -0.00969 - sysZ3D1256:M: 5.70000000e-04 - sysZ3D1257:M: 5.70000000e-04 - sysZ3D1258:M: -0.0 - sysZ3D1259:M: 5.70000000e-04 - sysZ3D1260:M: 5.70000000e-04 - sysZ3D1261:M: 0.0 - sysZ3D1262:M: 1.14000000e-03 - sysZ3D1263:M: 0.00285 - sysZ3D1264:M: 4.56000000e-03 - sysZ3D1265:M: 1.14000000e-03 - sysZ3D1266:M: -6.27000000e-03 - sysZ3D1267:M: -1.14000000e-03 - sysZ3D1268:M: 0.0 - sysZ3D1269:M: 0.0 - sysZ3D1270:M: 0.0 - sysZ3D1271:M: 3.99000000e-03 - sysZ3D1272:M: 0.0 - sysZ3D1273:M: -0.0 - sysZ3D1274:M: -3.99000000e-03 - sysZ3D1275:M: 0.0057 - Lumi:M: 0.0 - sys,uncor:M: 3.81900000e-02 -- stat: 0.044544 - sysZ3D1001:M: -0.00174 - sysZ3D1002:M: -5.22000000e-04 - sysZ3D1003:M: -1.74000000e-04 - sysZ3D1004:M: 0.0 - sysZ3D1005:M: 0.0 - sysZ3D1006:M: 0.0 - sysZ3D1007:M: 0.0 - sysZ3D1008:M: 0.0 - sysZ3D1009:M: 0.0 - sysZ3D1010:M: 0.0 - sysZ3D1011:M: 0.0 - sysZ3D1012:M: 0.0 - sysZ3D1013:M: 0.0 - sysZ3D1014:M: 0.0 - sysZ3D1015:M: 0.0 - sysZ3D1016:M: 0.0 - sysZ3D1017:M: 0.0 - sysZ3D1018:M: 0.0 - sysZ3D1019:M: 0.0 - sysZ3D1020:M: 5.22000000e-04 - sysZ3D1021:M: -0.00087 - sysZ3D1022:M: 0.0 - sysZ3D1023:M: -3.65400000e-03 - sysZ3D1024:M: 3.65400000e-03 - sysZ3D1025:M: -7.13400000e-03 - sysZ3D1026:M: 0.001392 - sysZ3D1027:M: -2.08800000e-03 - sysZ3D1028:M: -1.74000000e-04 - sysZ3D1029:M: -0.00174 - sysZ3D1030:M: 0.000174 - sysZ3D1031:M: 5.22000000e-04 - sysZ3D1032:M: 0.000174 - sysZ3D1033:M: -3.48000000e-04 - sysZ3D1034:M: 0.0 - sysZ3D1035:M: -1.74000000e-04 - sysZ3D1036:M: -5.22000000e-04 - sysZ3D1037:M: 0.000348 - sysZ3D1038:M: 0.000174 - sysZ3D1039:M: 0.000348 - sysZ3D1040:M: -1.74000000e-04 - sysZ3D1041:M: 0.0 - sysZ3D1042:M: 0.000174 - sysZ3D1043:M: 0.000348 - sysZ3D1044:M: -1.39200000e-03 - sysZ3D1045:M: 0.000174 - sysZ3D1046:M: -3.48000000e-04 - sysZ3D1047:M: 0.000348 - sysZ3D1048:M: -1.74000000e-04 - sysZ3D1049:M: 5.22000000e-04 - sysZ3D1050:M: -0.0 - sysZ3D1051:M: 0.0 - sysZ3D1052:M: 0.000696 - sysZ3D1053:M: 0.00087 - sysZ3D1054:M: 0.000348 - sysZ3D1055:M: -3.48000000e-04 - sysZ3D1056:M: -5.22000000e-04 - sysZ3D1057:M: -1.74000000e-04 - sysZ3D1058:M: -3.48000000e-04 - sysZ3D1059:M: -6.96000000e-04 - sysZ3D1060:M: 0.000696 - sysZ3D1061:M: -6.96000000e-04 - sysZ3D1062:M: -6.96000000e-04 - sysZ3D1063:M: -0.0 - sysZ3D1064:M: 5.22000000e-04 - sysZ3D1065:M: 0.000348 - sysZ3D1066:M: 0.0 - sysZ3D1067:M: 0.00087 - sysZ3D1068:M: -1.74000000e-04 - sysZ3D1069:M: 0.000174 - sysZ3D1070:M: 5.22000000e-04 - sysZ3D1071:M: -3.48000000e-04 - sysZ3D1072:M: 0.00087 - sysZ3D1073:M: 0.000174 - sysZ3D1074:M: 0.000174 - sysZ3D1075:M: 0.000174 - sysZ3D1076:M: 0.000174 - sysZ3D1077:M: -3.48000000e-04 - sysZ3D1078:M: 0.000696 - sysZ3D1079:M: 0.00087 - sysZ3D1080:M: -3.48000000e-04 - sysZ3D1081:M: -5.22000000e-04 - sysZ3D1082:M: -3.48000000e-04 - sysZ3D1083:M: -1.74000000e-04 - sysZ3D1084:M: 0.0 - sysZ3D1085:M: 0.000348 - sysZ3D1086:M: 0.000174 - sysZ3D1087:M: -1.74000000e-04 - sysZ3D1088:M: 0.000174 - sysZ3D1089:M: -0.00087 - sysZ3D1090:M: 0.000174 - sysZ3D1091:M: 0.000348 - sysZ3D1092:M: 1.21800000e-03 - sysZ3D1093:M: 0.000696 - sysZ3D1094:M: 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sysZ3D1205:M: 0.000174 - sysZ3D1206:M: 0.000348 - sysZ3D1207:M: 0.000174 - sysZ3D1208:M: -1.74000000e-04 - sysZ3D1209:M: -1.74000000e-04 - sysZ3D1210:M: -3.48000000e-04 - sysZ3D1211:M: -0.0 - sysZ3D1212:M: -1.74000000e-04 - sysZ3D1213:M: 0.000174 - sysZ3D1214:M: 1.04400000e-03 - sysZ3D1215:M: 5.22000000e-04 - sysZ3D1216:M: -0.0 - sysZ3D1217:M: 0.001392 - sysZ3D1218:M: 0.000348 - sysZ3D1219:M: -3.48000000e-04 - sysZ3D1220:M: 0.000174 - sysZ3D1221:M: 0.000174 - sysZ3D1222:M: -0.0 - sysZ3D1223:M: -1.74000000e-04 - sysZ3D1224:M: 0.000174 - sysZ3D1225:M: 0.000348 - sysZ3D1226:M: 0.000348 - sysZ3D1227:M: 1.21800000e-03 - sysZ3D1228:M: 0.00087 - sysZ3D1229:M: -1.74000000e-04 - sysZ3D1230:M: -1.74000000e-04 - sysZ3D1231:M: 0.000348 - sysZ3D1232:M: 0.000174 - sysZ3D1233:M: -0.0 - sysZ3D1234:M: -1.74000000e-04 - sysZ3D1235:M: -1.74000000e-04 - sysZ3D1236:M: 0.0 - sysZ3D1237:M: 0.000174 - sysZ3D1238:M: 0.000174 - sysZ3D1239:M: -0.0 - sysZ3D1240:M: -0.0 - sysZ3D1241:M: -0.0 - sysZ3D1242:M: 0.0 - sysZ3D1243:M: 0.0 - sysZ3D1244:M: 0.000348 - sysZ3D1245:M: 5.22000000e-04 - sysZ3D1246:M: 0.000348 - sysZ3D1247:M: -1.74000000e-04 - sysZ3D1248:M: -1.04400000e-03 - sysZ3D1249:M: -1.21800000e-03 - sysZ3D1250:M: -1.74000000e-04 - sysZ3D1251:M: -3.30600000e-03 - sysZ3D1252:M: -6.96000000e-04 - sysZ3D1253:M: -1.74000000e-04 - sysZ3D1254:M: -3.48000000e-04 - sysZ3D1255:M: -6.43800000e-03 - sysZ3D1256:M: 0.000174 - sysZ3D1257:M: 1.21800000e-03 - sysZ3D1258:M: -1.74000000e-04 - sysZ3D1259:M: 0.001392 - sysZ3D1260:M: 1.04400000e-03 - sysZ3D1261:M: 0.000174 - sysZ3D1262:M: 5.22000000e-04 - sysZ3D1263:M: 1.91400000e-03 - sysZ3D1264:M: 3.65400000e-03 - sysZ3D1265:M: 5.22000000e-04 - sysZ3D1266:M: -2.95800000e-03 - sysZ3D1267:M: -3.48000000e-04 - sysZ3D1268:M: -0.0 - sysZ3D1269:M: -1.74000000e-04 - sysZ3D1270:M: 0.000348 - sysZ3D1271:M: 0.00087 - sysZ3D1272:M: 0.000174 - sysZ3D1273:M: -1.74000000e-04 - sysZ3D1274:M: -3.82800000e-03 - sysZ3D1275:M: 0.001566 - Lumi:M: 0.0 - sys,uncor:M: 0.028884 -- stat: 0.086025 - sysZ3D1001:M: -0.00222 - sysZ3D1002:M: -0.0 - sysZ3D1003:M: 0.00111 - sysZ3D1004:M: 0.0 - sysZ3D1005:M: 0.0 - sysZ3D1006:M: 0.0 - sysZ3D1007:M: 0.0 - sysZ3D1008:M: 0.0 - sysZ3D1009:M: 0.0 - sysZ3D1010:M: 0.0 - sysZ3D1011:M: 0.0 - sysZ3D1012:M: 0.0 - sysZ3D1013:M: 0.0 - sysZ3D1014:M: 0.0 - sysZ3D1015:M: 0.0 - sysZ3D1016:M: 0.0 - sysZ3D1017:M: 0.0 - sysZ3D1018:M: 0.0 - sysZ3D1019:M: 0.0 - sysZ3D1020:M: -0.0 - sysZ3D1021:M: 0.0 - sysZ3D1022:M: 0.0 - sysZ3D1023:M: 0.00111 - sysZ3D1024:M: -1.66500000e-03 - sysZ3D1025:M: 0.00222 - sysZ3D1026:M: -0.00111 - sysZ3D1027:M: 0.00111 - sysZ3D1028:M: 0.000555 - sysZ3D1029:M: -0.0 - sysZ3D1030:M: -0.0 - sysZ3D1031:M: -5.55000000e-04 - sysZ3D1032:M: 0.0 - sysZ3D1033:M: -0.0 - sysZ3D1034:M: -5.55000000e-04 - sysZ3D1035:M: 0.0 - sysZ3D1036:M: -0.0 - sysZ3D1037:M: -0.0 - sysZ3D1038:M: 0.0 - sysZ3D1039:M: 0.0 - sysZ3D1040:M: -5.55000000e-04 - sysZ3D1041:M: -0.0 - sysZ3D1042:M: -0.0 - sysZ3D1043:M: 0.0 - sysZ3D1044:M: -0.0 - sysZ3D1045:M: 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sysZ3D1169:M: -5.55000000e-04 - sysZ3D1170:M: 0.00111 - sysZ3D1171:M: -1.66500000e-03 - sysZ3D1172:M: 0.0 - sysZ3D1173:M: -0.0 - sysZ3D1174:M: -1.66500000e-03 - sysZ3D1175:M: 0.0 - sysZ3D1176:M: -5.55000000e-04 - sysZ3D1177:M: 0.000555 - sysZ3D1178:M: 0.00111 - sysZ3D1179:M: -0.0 - sysZ3D1180:M: 0.000555 - sysZ3D1181:M: -0.0 - sysZ3D1182:M: -5.55000000e-04 - sysZ3D1183:M: 0.000555 - sysZ3D1184:M: -5.55000000e-04 - sysZ3D1185:M: 0.000555 - sysZ3D1186:M: 0.0 - sysZ3D1187:M: 0.000555 - sysZ3D1188:M: -5.55000000e-04 - sysZ3D1189:M: -0.0 - sysZ3D1190:M: -5.55000000e-04 - sysZ3D1191:M: 0.000555 - sysZ3D1192:M: -5.55000000e-04 - sysZ3D1193:M: 0.00111 - sysZ3D1194:M: -0.00333 - sysZ3D1195:M: 0.000555 - sysZ3D1196:M: 0.000555 - sysZ3D1197:M: 0.0 - sysZ3D1198:M: 0.00222 - sysZ3D1199:M: 0.000555 - sysZ3D1200:M: -0.0 - sysZ3D1201:M: -5.55000000e-04 - sysZ3D1202:M: 0.0 - sysZ3D1203:M: 0.00111 - sysZ3D1204:M: 0.0 - sysZ3D1205:M: 0.0 - sysZ3D1206:M: -5.55000000e-04 - sysZ3D1207:M: 0.000555 - sysZ3D1208:M: 0.0 - sysZ3D1209:M: 0.0 - sysZ3D1210:M: -0.0 - sysZ3D1211:M: -0.0 - sysZ3D1212:M: 0.0 - sysZ3D1213:M: 0.000555 - sysZ3D1214:M: -0.0 - sysZ3D1215:M: -0.00111 - sysZ3D1216:M: -5.55000000e-04 - sysZ3D1217:M: -5.55000000e-04 - sysZ3D1218:M: -0.00111 - sysZ3D1219:M: 0.000555 - sysZ3D1220:M: -5.55000000e-04 - sysZ3D1221:M: -0.00111 - sysZ3D1222:M: -0.00111 - sysZ3D1223:M: -0.00111 - sysZ3D1224:M: -5.55000000e-04 - sysZ3D1225:M: -0.0 - sysZ3D1226:M: 0.0 - sysZ3D1227:M: -5.55000000e-04 - sysZ3D1228:M: -0.00111 - sysZ3D1229:M: -0.0 - sysZ3D1230:M: 0.0 - sysZ3D1231:M: 0.000555 - sysZ3D1232:M: -5.55000000e-04 - sysZ3D1233:M: -0.0 - sysZ3D1234:M: -0.0 - sysZ3D1235:M: -5.55000000e-04 - sysZ3D1236:M: 0.0 - sysZ3D1237:M: -5.55000000e-04 - sysZ3D1238:M: 0.0 - sysZ3D1239:M: -0.0 - sysZ3D1240:M: -0.0 - sysZ3D1241:M: -0.0 - sysZ3D1242:M: 0.0 - sysZ3D1243:M: 0.0 - sysZ3D1244:M: 0.00111 - sysZ3D1245:M: -0.0 - sysZ3D1246:M: -0.0 - sysZ3D1247:M: -5.55000000e-04 - sysZ3D1248:M: -5.55000000e-04 - sysZ3D1249:M: -5.55000000e-04 - sysZ3D1250:M: 0.000555 - sysZ3D1251:M: -1.66500000e-03 - sysZ3D1252:M: -0.00222 - sysZ3D1253:M: -5.55000000e-04 - sysZ3D1254:M: 0.000555 - sysZ3D1255:M: 0.001665 - sysZ3D1256:M: 0.000555 - sysZ3D1257:M: 0.00111 - sysZ3D1258:M: -0.00111 - sysZ3D1259:M: 0.001665 - sysZ3D1260:M: 0.0 - sysZ3D1261:M: -5.55000000e-04 - sysZ3D1262:M: -0.0 - sysZ3D1263:M: 0.001665 - sysZ3D1264:M: 6.10500000e-03 - sysZ3D1265:M: -3.88500000e-03 - sysZ3D1266:M: -0.00555 - sysZ3D1267:M: -1.66500000e-03 - sysZ3D1268:M: 0.000555 - sysZ3D1269:M: -5.55000000e-04 - sysZ3D1270:M: 0.00111 - sysZ3D1271:M: -1.66500000e-03 - sysZ3D1272:M: -5.55000000e-04 - sysZ3D1273:M: -0.00222 - sysZ3D1274:M: 0.00222 - sysZ3D1275:M: 0.00444 - Lumi:M: 0.0 - sys,uncor:M: 3.10800000e-02 -- stat: 8.48540000e-02 - sysZ3D1001:M: -2.20400000e-03 - sysZ3D1002:M: -0.0 - sysZ3D1003:M: 0.001102 - sysZ3D1004:M: 0.0 - sysZ3D1005:M: 0.0 - sysZ3D1006:M: 0.0 - sysZ3D1007:M: 0.0 - sysZ3D1008:M: 0.0 - sysZ3D1009:M: 0.0 - 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- sysZ3D1131:M: 0.001102 - sysZ3D1132:M: -1.65300000e-03 - sysZ3D1133:M: 0.0 - sysZ3D1134:M: -5.51000000e-04 - sysZ3D1135:M: 0.001653 - sysZ3D1136:M: -1.65300000e-03 - sysZ3D1137:M: -0.0 - sysZ3D1138:M: 0.001102 - sysZ3D1139:M: -1.65300000e-03 - sysZ3D1140:M: 0.000551 - sysZ3D1141:M: 0.000551 - sysZ3D1142:M: 0.000551 - sysZ3D1143:M: 0.000551 - sysZ3D1144:M: 0.0 - sysZ3D1145:M: -1.10200000e-03 - sysZ3D1146:M: 0.0 - sysZ3D1147:M: -1.10200000e-03 - sysZ3D1148:M: -0.0 - sysZ3D1149:M: 0.004959 - sysZ3D1150:M: -2.20400000e-03 - sysZ3D1151:M: 0.0 - sysZ3D1152:M: 2.75500000e-03 - sysZ3D1153:M: 0.001653 - sysZ3D1154:M: 0.0 - sysZ3D1155:M: 0.001653 - sysZ3D1156:M: 0.001102 - sysZ3D1157:M: -5.51000000e-04 - sysZ3D1158:M: 0.001102 - sysZ3D1159:M: 0.003306 - sysZ3D1160:M: 0.003306 - sysZ3D1161:M: 0.003306 - sysZ3D1162:M: -1.10200000e-03 - sysZ3D1163:M: 0.001102 - sysZ3D1164:M: -2.20400000e-03 - sysZ3D1165:M: 0.000551 - sysZ3D1166:M: -0.0 - sysZ3D1167:M: 0.000551 - sysZ3D1168:M: -5.51000000e-04 - 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sysZ3D1245:M: 8.2e-05 - sysZ3D1246:M: 0.0 - sysZ3D1247:M: -0.0 - sysZ3D1248:M: -0.0 - sysZ3D1249:M: -1.23000000e-04 - sysZ3D1250:M: -4.1e-05 - sysZ3D1251:M: -5.33000000e-04 - sysZ3D1252:M: -4.1e-05 - sysZ3D1253:M: -8.2e-05 - sysZ3D1254:M: -8.2e-05 - sysZ3D1255:M: -1.23000000e-04 - sysZ3D1256:M: -8.2e-05 - sysZ3D1257:M: -1.64000000e-04 - sysZ3D1258:M: -4.1e-05 - sysZ3D1259:M: 4.1e-05 - sysZ3D1260:M: -0.0 - sysZ3D1261:M: -4.1e-05 - sysZ3D1262:M: 8.2e-05 - sysZ3D1263:M: 2.46000000e-04 - sysZ3D1264:M: 7.38000000e-04 - sysZ3D1265:M: 0.000328 - sysZ3D1266:M: -5.74000000e-04 - sysZ3D1267:M: -2.46000000e-04 - sysZ3D1268:M: 4.1e-05 - sysZ3D1269:M: -8.2e-05 - sysZ3D1270:M: 4.1e-05 - sysZ3D1271:M: 2.46000000e-04 - sysZ3D1272:M: 0.0 - sysZ3D1273:M: -0.0 - sysZ3D1274:M: -8.2e-05 - sysZ3D1275:M: 0.000697 - Lumi:M: 0.0 - sys,uncor:M: 0.005371 From 69a33a24cdb8bfa8096894f4e3da247fc57965ad Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 7 Dec 2024 18:57:19 +0000 Subject: [PATCH 11/12] renamed local variable of filter rules --- validphys2/src/validphys/cuts/filters.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/validphys2/src/validphys/cuts/filters.yaml b/validphys2/src/validphys/cuts/filters.yaml index a95d50d7a3..4e0df53d8f 100644 --- a/validphys2/src/validphys/cuts/filters.yaml +++ b/validphys2/src/validphys/cuts/filters.yaml @@ -261,7 +261,7 @@ - dataset: ATLAS_Z0_8TEV_LOWMASS_M-Y reason: Avoid overlap with the high mass ATLAS2DDY8TEV dataset. local_variables: - M: sqrt(M2) + M: sqrt(m_Z2) max_M: 116.0 rule: M <= max_M From a8c3d015dd09b4fdb6c1d8c65d29188a7bedb37b Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 7 Dec 2024 19:09:35 +0000 Subject: [PATCH 12/12] changed labels and figure by --- .../commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml index 955ae0cee7..ae176a0439 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0_8TEV_LOWMASS/metadata.yaml @@ -27,7 +27,7 @@ implemented_observables: dataset_label: ATLAS DY 2D 8 TeV low mass y_label: $d^2\sigma/dm_{\ell\ell}d|y_{\ell\ell}|$ [fb] figure_by: - - y + - m_Z2 x_label: $|y_{\ell\ell}|$ plot_x: y kinematic_coverage: @@ -42,8 +42,8 @@ implemented_observables: units: '' m_Z2: description: lepton pair mass - label: m_Z2 - units: 'GeV^2' + label: '$m_{ll}^2$' + units: '$GeV^2$' sqrts: description: Center of mass energy label: sqrts