From 5fe1803d30d6d736c00f4507aa94d07b8e066b11 Mon Sep 17 00:00:00 2001 From: enocera Date: Tue, 12 May 2026 14:59:33 +0200 Subject: [PATCH 1/6] Implementation of version 2 of the ATLAS_Z0J_13TEV data set - bugfix explained in metadata.yaml --- .../commondata/ATLAS_Z0J_13TEV_PT/data.yaml | 3 + .../ATLAS_Z0J_13TEV_PT/data_v1.yaml | 39 + .../commondata/ATLAS_Z0J_13TEV_PT/filter.py | 162 ++-- .../ATLAS_Z0J_13TEV_PT/filter_utils.py | 105 --- .../ATLAS_Z0J_13TEV_PT/kinematics.yaml | 248 ++---- .../ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml | 457 +++++++++++ .../ATLAS_Z0J_13TEV_PT/metadata.yaml | 28 +- .../HEPData-ins1768911-v3-Table_4a.yaml | 272 +++++++ .../HEPData-ins1768911-v3-Table_5.yaml | 738 ------------------ .../HEPData-ins1768911-v3-Table_7.yaml | 738 ------------------ ...Data-ins1768911-v3-Tabulated_Figure_6.yaml | 466 ----------- .../ATLAS_Z0J_13TEV_PT/uncertainties.yaml | 672 +++------------- .../ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml | 590 ++++++++++++++ validphys2/src/validphys/cuts/filters.yaml | 4 +- 14 files changed, 1605 insertions(+), 2917 deletions(-) create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data_v1.yaml delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter_utils.py create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_4a.yaml delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_5.yaml delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_7.yaml delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Tabulated_Figure_6.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data.yaml index fd874e0693..602220e8df 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data.yaml @@ -1,4 +1,6 @@ data_central: +- 0.0473835 +- 0.0405684 - 0.0343165 - 0.0291566 - 0.0248037 @@ -37,3 +39,4 @@ data_central: - 5.5219e-07 - 2.01646e-07 - 5.11526e-08 +- 2.51767e-06 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data_v1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data_v1.yaml new file mode 100644 index 0000000000..fd874e0693 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data_v1.yaml @@ -0,0 +1,39 @@ +data_central: +- 0.0343165 +- 0.0291566 +- 0.0248037 +- 0.021268 +- 0.018325 +- 0.0156045 +- 0.01318 +- 0.0112073 +- 0.00955676 +- 0.00810287 +- 0.00678809 +- 0.00575628 +- 0.00487686 +- 0.00416884 +- 0.00352131 +- 0.00297507 +- 0.00254333 +- 0.00218319 +- 0.00187701 +- 0.0015932 +- 0.00135193 +- 0.0011323 +- 0.00095743 +- 0.000814977 +- 0.000653718 +- 0.000484859 +- 0.000329051 +- 0.000186048 +- 0.000104998 +- 6.12794e-05 +- 3.0584e-05 +- 1.22113e-05 +- 5.90263e-06 +- 2.77421e-06 +- 1.25134e-06 +- 5.5219e-07 +- 2.01646e-07 +- 5.11526e-08 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter.py index 80508b1da4..04a4f5cce5 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter.py @@ -1,101 +1,93 @@ """ - +This file contains the piece of code needed to implement the ATLAS ZpT +measurement at 13 TeV. We consider the combined electron-muon measurement, for +which a total uncorrelated and a total correlated ucnertainties are given. The +measurement is normalised to the fiducial cross section, therefore there is no +luminosity ucnertainty. The first three bins in pT are cropped, because of +the impossiblity of producing theoretical predictions. """ -from filter_utils import get_data_values, get_kinematics, get_systematics import yaml -UNCORRELATED_SYS = ["Stat (Data)", "Stat (MC)", "Efficiencies (Uncorellated)"] - - -def filter_ATLAS_Z_13TEV_PT_data_kinetic(): +def get_tables(): """ - writes data central values and kinematics - to respective .yaml file + Get the Hepdata table """ - with open("metadata.yaml", "r") as file: - metadata = yaml.safe_load(file) - - version = metadata["hepdata"]["version"] - - # tables for Z->l+l- observable - tables = metadata["implemented_observables"][0]["tables"] + hepdata_tables = ["rawdata/HEPData-ins1768911-v3-Table_4a.yaml"] - kin = get_kinematics(tables, version) - central_values = get_data_values(tables, version) + return hepdata_tables +def get_all(): + """ + Returns data, kinematics and uncertainties for dumping in the .yaml files + """ + data_central = [] + kinematics = [] + uncertainties = [] + + hepdata_tables = get_tables() + for table in hepdata_tables: + with open(table, 'r') as f: + input = yaml.safe_load(f) + + # Central values + data_values = input["dependent_variables"][0]["values"] + for data_value in data_values: + data_central.append(data_value["value"]) + # Kinematic bins + kin_values = input["independent_variables"][0]["values"] + for kin_value in kin_values: + kin = { + 'pT': {'min': kin_value['low'], + 'mid': 0.5 * (kin_value['low'] + kin_value['high']), + 'max': kin_value['high']}, + 'm_ll2': {'min': None, 'mid': 8317.44, 'max': None},} + + kinematics.append(kin) + # Uncertainties + i = 0 + for data_value in data_values: + errors = data_value["errors"] + uncertainty = {} + for error in errors: + uncertainty[error["label"]] = float(error["symerror"].replace('%',''))*data_central[i]/100. + uncertainty.update(uncertainty) + + uncertainties.append(uncertainty) + i = i+1 + + n=3 + return (data_central[n:], kinematics[n:], uncertainties[n:]) + +def filter_ATLAS_Z0J_13TEV_PT(): + """ + Dumps data, kinematics, and uncertainties on .yaml files + """ + central_values, kinematics, uncertainties = get_all() + # Central values data_central_yaml = {"data_central": central_values} - kinematics_yaml = {"bins": kin} + # Kinematics + kinematics_yaml = {"bins": kinematics} + # Uncertainties + treatment = {"correlated uncertainty": "ADD", + "uncorrelated uncertainty": "ADD",} + correlation = {"correlated uncertainty": "CORR", + "uncorrelated uncertainty": "UNCORR",} + definitions = {} + for key,value in uncertainties[0].items(): + definition = {key : + {"description": key, + "treatment": treatment[key], + "type": correlation[key]}} + definitions.update(definition) + uncertainties_yaml = {"definitions": definitions,"bins": uncertainties} - # 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_Z_13TEV_PT_uncertainties(): - """ - writes uncertainties to respective .yaml file - """ - - with open("metadata.yaml", "r") as file: - metadata = yaml.safe_load(file) - - version = metadata["hepdata"]["version"] - # tables for Z->l+l- observable - tables = metadata["implemented_observables"][0]["tables"] - - systematics_LL = get_systematics(tables, version) - - systematics = {"LL": systematics_LL} - - # error definition - error_definitions = {} - errors = {} - - for obs in ["LL"]: - - error_definitions[obs] = {} - - for sys in systematics[obs]: - - if sys[0]['name'] in UNCORRELATED_SYS: - error_definitions[obs][sys[0]['name']] = { - "description": f"{sys[0]['name']} from HEPDATA", - "treatment": "ADD", - "type": "UNCORR", - } - - else: - error_definitions[obs][sys[0]['name']] = { - "description": f"{sys[0]['name']} from HEPDATA", - "treatment": "ADD", - "type": "CORR", - } - - # TODO: - # store error in dict - errors[obs] = [] - - central_values = get_data_values(tables, version) - - for i in range(len(central_values)): - error_value = {} - - for sys in systematics[obs]: - error_value[sys[0]['name']] = float(sys[0]['values'][i]) - - errors[obs].append(error_value) - - uncertainties_yaml = {"definitions": error_definitions[obs], "bins": errors[obs]} - - # write uncertainties - with open(f"uncertainties.yaml", 'w') as file: - yaml.dump(uncertainties_yaml, file, sort_keys=False) - - + with open("uncertainties.yaml", "w") as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + if __name__ == "__main__": - filter_ATLAS_Z_13TEV_PT_data_kinetic() - filter_ATLAS_Z_13TEV_PT_uncertainties() + filter_ATLAS_Z0J_13TEV_PT() diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter_utils.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter_utils.py deleted file mode 100644 index f65397c1ce..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter_utils.py +++ /dev/null @@ -1,105 +0,0 @@ -import yaml - - -def get_kinematics(table, version): - """ - returns the relevant kinematics values. - - Parameters - ---------- - table : list - - version : int - integer read from metadata.yaml that - indicated the version of the hepdata - tables - - Returns - ------- - list - list containing the kinematic values for all - hepdata tables - """ - kin = [] - - hepdata_table = f"rawdata/HEPData-ins1768911-v3-Tabulated_Figure_6.yaml" - - with open(hepdata_table, 'r') as file: - input = yaml.safe_load(file) - - for pt in input["independent_variables"][0]['values']: - kin_value = { - 'pT': {'min': pt['low'], 'mid': 0.5 * (pt['low'] + pt['high']), 'max': pt['high']}, - 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None}, - 'sqrts': {'min': None, 'mid': 13000.0, 'max': None}, - } - - kin.append(kin_value) - - return kin - - -def get_data_values(tables, version): - """ - returns the central data. - - Parameters - ---------- - tables : list - list that enumerates the table number - - version : int - integer read from metadata.yaml that - indicated the version of the hepdata - tables - - Returns - ------- - list - list containing the central values for all - hepdata tables - - """ - - data_central = [] - - hepdata_table = f"rawdata/HEPData-ins1768911-v3-Tabulated_Figure_6.yaml" - - with open(hepdata_table, 'r') as file: - input = yaml.safe_load(file) - - values = input['dependent_variables'][0]['values'] - - for value in values: - data_central.append(value['value']) - - return data_central - - -def get_systematics(tables, version): - """ """ - uncertainties = [] - - hepdata_table = f"rawdata/HEPData-ins1768911-v{version}-Table_{tables[0]}.yaml" - - with open(hepdata_table, 'r') as file: - input = yaml.safe_load(file) - - dependent_vars = input['dependent_variables'] - - # skip 1st entry as these are central data values - for dep_var in dependent_vars[1:]: - - name = dep_var['header']['name'] - # skip first 4 and last entry as these central values are not contained - # in Tabulated Figure 6 - values = [d['value'] for d in dep_var['values'][4:-1]] - uncertainties.append([{"name": name, "values": values}]) - - return uncertainties - - -if __name__ == "__main__": - # get_kinematics(tables=[7], version=3) - # get_data_values(tables=[7], version=3) - get_systematics(tables=[5], version=3) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics.yaml index b9fc4971f5..f6194f3d60 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics.yaml @@ -1,457 +1,329 @@ bins: +- pT: + min: 6 + mid: 7.0 + max: 8 + m_ll2: + min: null + mid: 8317.44 + max: null +- pT: + min: 8 + mid: 9.0 + max: 10 + m_ll2: + min: null + mid: 8317.44 + max: null - pT: min: 10 mid: 11.0 max: 12 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 12 mid: 13.0 max: 14 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 14 mid: 15.0 max: 16 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 16 mid: 17.0 max: 18 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 18 mid: 19.0 max: 20 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 20 mid: 21.25 max: 22.5 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 22.5 mid: 23.75 max: 25 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 25 mid: 26.25 max: 27.5 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 27.5 mid: 28.75 max: 30 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 30 mid: 31.5 max: 33 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 33 mid: 34.5 max: 36 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 36 mid: 37.5 max: 39 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 39 mid: 40.5 max: 42 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 42 mid: 43.5 max: 45 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 45 mid: 46.5 max: 48 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 48 mid: 49.5 max: 51 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 51 mid: 52.5 max: 54 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 54 mid: 55.5 max: 57 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 57 mid: 59.0 max: 61 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 61 mid: 63.0 max: 65 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 65 mid: 67.5 max: 70 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 70 mid: 72.5 max: 75 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 75 mid: 77.5 max: 80 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 80 mid: 82.5 max: 85 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 85 mid: 90.0 max: 95 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 95 mid: 100.0 max: 105 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 105 mid: 115.0 max: 125 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 125 mid: 137.5 max: 150 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 150 mid: 162.5 max: 175 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 175 mid: 187.5 max: 200 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 200 mid: 225.0 max: 250 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 250 mid: 275.0 max: 300 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 300 mid: 325.0 max: 350 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 350 mid: 375.0 max: 400 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 400 mid: 435.0 max: 470 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 470 mid: 510.0 max: 550 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 550 mid: 600.0 max: 650 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: - min: null - mid: 13000.0 - max: null - pT: min: 650 mid: 775.0 max: 900 - m_Z2: + m_ll2: min: null mid: 8317.44 max: null - sqrts: +- pT: + min: 900 + mid: 1700.0 + max: 2500 + m_ll2: min: null - mid: 13000.0 + mid: 8317.44 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml new file mode 100644 index 0000000000..b9fc4971f5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml @@ -0,0 +1,457 @@ +bins: +- pT: + min: 10 + mid: 11.0 + max: 12 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 12 + mid: 13.0 + max: 14 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 14 + mid: 15.0 + max: 16 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 16 + mid: 17.0 + max: 18 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 18 + mid: 19.0 + max: 20 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 20 + mid: 21.25 + max: 22.5 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 22.5 + mid: 23.75 + max: 25 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 25 + mid: 26.25 + max: 27.5 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 27.5 + mid: 28.75 + max: 30 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 30 + mid: 31.5 + max: 33 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 33 + mid: 34.5 + max: 36 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 36 + mid: 37.5 + max: 39 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 39 + mid: 40.5 + max: 42 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 42 + mid: 43.5 + max: 45 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 45 + mid: 46.5 + max: 48 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 48 + mid: 49.5 + max: 51 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 51 + mid: 52.5 + max: 54 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 54 + mid: 55.5 + max: 57 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 57 + mid: 59.0 + max: 61 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 61 + mid: 63.0 + max: 65 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 65 + mid: 67.5 + max: 70 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 70 + mid: 72.5 + max: 75 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 75 + mid: 77.5 + max: 80 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 80 + mid: 82.5 + max: 85 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 85 + mid: 90.0 + max: 95 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 95 + mid: 100.0 + max: 105 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 105 + mid: 115.0 + max: 125 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 125 + mid: 137.5 + max: 150 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 150 + mid: 162.5 + max: 175 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 175 + mid: 187.5 + max: 200 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 200 + mid: 225.0 + max: 250 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 250 + mid: 275.0 + max: 300 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 300 + mid: 325.0 + max: 350 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 350 + mid: 375.0 + max: 400 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 400 + mid: 435.0 + max: 470 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 470 + mid: 510.0 + max: 550 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 550 + mid: 600.0 + max: 650 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null +- pT: + min: 650 + mid: 775.0 + max: 900 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 13000.0 + max: null diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml index cc93946fd8..bd0a7bc58d 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml @@ -1,8 +1,8 @@ setname: "ATLAS_Z0J_13TEV_PT" -version: 1 +version: 2 -version_comment: "Initial implementation, central values taken from table 26, systematics from table 5." +version_comment: "This version fixes a bug and extends the implementation version 1. The bug is as follows: In the previous version two HepData tables were used, separately for the central value and for the uncetainties (Tables 26 and 5, respectively). However, it was not realised that the two differ for th ebin normalisation, which is, on average, of 2 GeV. Uncertainties were therefore a factor of 2 smaller on average. The extension is as follows: in the previous version only a subset of pT bins were implemented. The full pT spectrum is now implemented.The bugged version, used for the pheno paper, is used as a variant called v1." # References arXiv: @@ -24,7 +24,7 @@ implemented_observables: label: r"$1/\sigma_{fid}d\\sigma/dp_{T}^{\\l\\l}$" units: "[1/GeV]" - ndata: 38 + ndata: 41 tables: [5] process_type: DY_NC_PT @@ -34,26 +34,34 @@ implemented_observables: x_scale: log plot_x: pT - kinematic_coverage: [pT, m_Z2, sqrts] + kinematic_coverage: [pT, m_ll] kinematics: variables: pT: {description: "lepton pair transverse momentum", label: '$p_T$', units: ""} - m_Z2: {description: "Z boson mass squared", label: '$M_Z^2$', units: "GeV"} - sqrts: {description: "center of mass energy", label: '$\sqrt(s)$', units: "GeV"} + m_ll: {description: "lepton pair invariant mass", label: '$m_{\ell\ell}$', units: "GeV"} file: kinematics.yaml - # Data data_central: data.yaml data_uncertainties: - uncertainties.yaml - # Theory + # Theory theory: - shifts: - ATLAS_Z0J_13TEV_PT_LL: 9 + #shifts: + # ATLAS_Z0J_13TEV_PT_LL: 9 FK_tables: - - ATLAS_Z0J_13TEV_PT_LL - - ATLAS_Z0_13TEV_TOT operation: 'ratio' + + variants: + v1: + data_central: + - data_v1.yaml + kinematics: + - file: kinematics_v1.yaml + data_uncertainties: + - uncertainties_v1.yaml + \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_4a.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_4a.yaml new file mode 100644 index 0000000000..ffcac3a194 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_4a.yaml @@ -0,0 +1,272 @@ +dependent_variables: +- header: {name: '$1/\sigma_{fid} \times d\sigma/dp_{T}^{ll}$', units: 1/GEV} + values: + - errors: + - {label: correlated uncertainty, symerror: 0.146737%} + - {label: uncorrelated uncertainty, symerror: 0.182654%} + value: 0.024189 + - errors: + - {label: correlated uncertainty, symerror: 0.0545108%} + - {label: uncorrelated uncertainty, symerror: 0.0780657%} + value: 0.0511438 + - errors: + - {label: correlated uncertainty, symerror: 0.0506089%} + - {label: uncorrelated uncertainty, symerror: 0.0749981%} + value: 0.0532324 + - errors: + - {label: correlated uncertainty, symerror: 0.0455932%} + - {label: uncorrelated uncertainty, symerror: 0.0802127%} + value: 0.0473835 + - errors: + - {label: correlated uncertainty, symerror: 0.042823%} + - {label: uncorrelated uncertainty, symerror: 0.0902423%} + value: 0.0405684 + - errors: + - {label: correlated uncertainty, symerror: 0.0600343%} + - {label: uncorrelated uncertainty, symerror: 0.107591%} + value: 0.0343165 + - errors: + - {label: correlated uncertainty, symerror: 0.0707218%} + - {label: uncorrelated uncertainty, symerror: 0.124372%} + value: 0.0291566 + - errors: + - {label: correlated uncertainty, symerror: 0.0609953%} + - {label: uncorrelated uncertainty, symerror: 0.136582%} + value: 0.0248037 + - errors: + - {label: correlated uncertainty, symerror: 0.0461217%} + - {label: uncorrelated uncertainty, symerror: 0.145373%} + value: 0.021268 + - errors: + - {label: correlated uncertainty, symerror: 0.034637%} + - {label: uncorrelated uncertainty, symerror: 0.156366%} + value: 0.018325 + - errors: + - {label: correlated uncertainty, symerror: 0.025768%} + - {label: uncorrelated uncertainty, symerror: 0.1367%} + value: 0.0156045 + - errors: + - {label: correlated uncertainty, symerror: 0.0339854%} + - {label: uncorrelated uncertainty, symerror: 0.152269%} + value: 0.01318 + - errors: + - {label: correlated uncertainty, symerror: 0.0411065%} + - {label: uncorrelated uncertainty, symerror: 0.168553%} + value: 0.0112073 + - errors: + - {label: correlated uncertainty, symerror: 0.0508971%} + - {label: uncorrelated uncertainty, symerror: 0.186374%} + value: 0.00955676 + - errors: + - {label: correlated uncertainty, symerror: 0.0594864%} + - {label: uncorrelated uncertainty, symerror: 0.172167%} + value: 0.00810287 + - errors: + - {label: correlated uncertainty, symerror: 0.0779726%} + - {label: uncorrelated uncertainty, symerror: 0.194268%} + value: 0.00678809 + - errors: + - {label: correlated uncertainty, symerror: 0.0936059%} + - {label: uncorrelated uncertainty, symerror: 0.213769%} + value: 0.00575628 + - errors: + - {label: correlated uncertainty, symerror: 0.115529%} + - {label: uncorrelated uncertainty, symerror: 0.231418%} + value: 0.00487686 + - errors: + - {label: correlated uncertainty, symerror: 0.12481%} + - {label: uncorrelated uncertainty, symerror: 0.254212%} + value: 0.00416884 + - errors: + - {label: correlated uncertainty, symerror: 0.144971%} + - {label: uncorrelated uncertainty, symerror: 0.282523%} + value: 0.00352131 + - errors: + - {label: correlated uncertainty, symerror: 0.167357%} + - {label: uncorrelated uncertainty, symerror: 0.314478%} + value: 0.00297507 + - errors: + - {label: correlated uncertainty, symerror: 0.182218%} + - {label: uncorrelated uncertainty, symerror: 0.345915%} + value: 0.00254333 + - errors: + - {label: correlated uncertainty, symerror: 0.199666%} + - {label: uncorrelated uncertainty, symerror: 0.378715%} + value: 0.00218319 + - errors: + - {label: correlated uncertainty, symerror: 0.15297%} + - {label: uncorrelated uncertainty, symerror: 0.309867%} + value: 0.00187701 + - errors: + - {label: correlated uncertainty, symerror: 0.165993%} + - {label: uncorrelated uncertainty, symerror: 0.351415%} + value: 0.0015932 + - errors: + - {label: correlated uncertainty, symerror: 0.155726%} + - {label: uncorrelated uncertainty, symerror: 0.320541%} + value: 0.00135193 + - errors: + - {label: correlated uncertainty, symerror: 0.173562%} + - {label: uncorrelated uncertainty, symerror: 0.373781%} + value: 0.0011323 + - errors: + - {label: correlated uncertainty, symerror: 0.20141%} + - {label: uncorrelated uncertainty, symerror: 0.429775%} + value: 0.00095743 + - errors: + - {label: correlated uncertainty, symerror: 0.222191%} + - {label: uncorrelated uncertainty, symerror: 0.489079%} + value: 0.000814977 + - errors: + - {label: correlated uncertainty, symerror: 0.140104%} + - {label: uncorrelated uncertainty, symerror: 0.286435%} + value: 0.000653718 + - errors: + - {label: correlated uncertainty, symerror: 0.176807%} + - {label: uncorrelated uncertainty, symerror: 0.365727%} + value: 0.000484859 + - errors: + - {label: correlated uncertainty, symerror: 0.123019%} + - {label: uncorrelated uncertainty, symerror: 0.24768%} + value: 0.000329051 + - errors: + - {label: correlated uncertainty, symerror: 0.157454%} + - {label: uncorrelated uncertainty, symerror: 0.318812%} + value: 0.000186048 + - errors: + - {label: correlated uncertainty, symerror: 0.23722%} + - {label: uncorrelated uncertainty, symerror: 0.507926%} + value: 0.000104998 + - errors: + - {label: correlated uncertainty, symerror: 0.302697%} + - {label: uncorrelated uncertainty, symerror: 0.781114%} + value: 6.12794e-05 + - errors: + - {label: correlated uncertainty, symerror: 0.219307%} + - {label: uncorrelated uncertainty, symerror: 0.65891%} + value: 3.0584e-05 + - errors: + - {label: correlated uncertainty, symerror: 0.344574%} + - {label: uncorrelated uncertainty, symerror: 1.38523%} + value: 1.22113e-05 + - errors: + - {label: correlated uncertainty, symerror: 0.561799%} + - {label: uncorrelated uncertainty, symerror: 2.25044%} + value: 5.90263e-06 + - errors: + - {label: correlated uncertainty, symerror: 0.897993%} + - {label: uncorrelated uncertainty, symerror: 3.75137%} + value: 2.77421e-06 + - errors: + - {label: correlated uncertainty, symerror: 0.824661%} + - {label: uncorrelated uncertainty, symerror: 4.87351%} + value: 1.25134e-06 + - errors: + - {label: correlated uncertainty, symerror: 1.15515%} + - {label: uncorrelated uncertainty, symerror: 7.90601%} + value: 5.5219e-07 + - errors: + - {label: correlated uncertainty, symerror: 1.54467%} + - {label: uncorrelated uncertainty, symerror: 12.8626%} + value: 2.01646e-07 + - errors: + - {label: correlated uncertainty, symerror: 1.82228%} + - {label: uncorrelated uncertainty, symerror: 15.7307%} + value: 5.11526e-08 + - errors: + - {label: correlated uncertainty, symerror: 6.30741%} + - {label: uncorrelated uncertainty, symerror: 60.3046%} + value: 2.51767e-06 +- header: {name: '$k_{dressed}$'} + values: + - {value: 0.978339} + - {value: 0.984972} + - {value: 0.994351} + - {value: 1.0028} + - {value: 1.00782} + - {value: 1.01148} + - {value: 1.01278} + - {value: 1.01303} + - {value: 1.01202} + - {value: 1.00898} + - {value: 1.00616} + - {value: 1.00317} + - {value: 0.999679} + - {value: 0.999156} + - {value: 0.997824} + - {value: 0.99582} + - {value: 0.993993} + - {value: 0.992858} + - {value: 0.991661} + - {value: 0.99251} + - {value: 0.991217} + - {value: 0.992147} + - {value: 0.993846} + - {value: 0.994163} + - {value: 0.993764} + - {value: 0.99512} + - {value: 0.995087} + - {value: 0.9953} + - {value: 0.994741} + - {value: 0.995926} + - {value: 0.995122} + - {value: 0.995673} + - {value: 0.994211} + - {value: 0.993365} + - {value: 0.992277} + - {value: 0.995338} + - {value: 0.997277} + - {value: 0.99423} + - {value: 0.991436} + - {value: 0.990586} + - {value: 0.993825} + - {value: 0.995003} + - {value: 0.989972} + - {value: 0.963637} +independent_variables: +- header: {name: 'Bin $p_{T}^{ll}$', units: GEV} + values: + - {high: 2, low: 0} + - {high: 4, low: 2} + - {high: 6, low: 4} + - {high: 8, low: 6} + - {high: 10, low: 8} + - {high: 12, low: 10} + - {high: 14, low: 12} + - {high: 16, low: 14} + - {high: 18, low: 16} + - {high: 20, low: 18} + - {high: 22.5, low: 20} + - {high: 25, low: 22.5} + - {high: 27.5, low: 25} + - {high: 30, low: 27.5} + - {high: 33, low: 30} + - {high: 36, low: 33} + - {high: 39, low: 36} + - {high: 42, low: 39} + - {high: 45, low: 42} + - {high: 48, low: 45} + - {high: 51, low: 48} + - {high: 54, low: 51} + - {high: 57, low: 54} + - {high: 61, low: 57} + - {high: 65, low: 61} + - {high: 70, low: 65} + - {high: 75, low: 70} + - {high: 80, low: 75} + - {high: 85, low: 80} + - {high: 95, low: 85} + - {high: 105, low: 95} + - {high: 125, low: 105} + - {high: 150, low: 125} + - {high: 175, low: 150} + - {high: 200, low: 175} + - {high: 250, low: 200} + - {high: 300, low: 250} + - {high: 350, low: 300} + - {high: 400, low: 350} + - {high: 470, low: 400} + - {high: 550, low: 470} + - {high: 650, low: 550} + - {high: 900, low: 650} + - {high: 2500, low: 900} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_5.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_5.yaml deleted file mode 100644 index b6490ec293..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_5.yaml +++ /dev/null @@ -1,738 +0,0 @@ -dependent_variables: -- header: {name: '$1/\sigma_{fid}d\sigma/dp_{T}^{\mu\mu}$', units: 1/GEV} - values: - - {value: 0.0483485} - - {value: 0.102336} - - {value: 0.106454} - - {value: 0.0949447} - - {value: 0.0811024} - - {value: 0.068568} - - {value: 0.0583926} - - {value: 0.0495932} - - {value: 0.0426003} - - {value: 0.0365929} - - {value: 0.039024} - - {value: 0.0328605} - - {value: 0.0280475} - - {value: 0.0238817} - - {value: 0.0242942} - - {value: 0.0203863} - - {value: 0.0172779} - - {value: 0.0146252} - - {value: 0.0124869} - - {value: 0.0105421} - - {value: 0.00896744} - - {value: 0.00760829} - - {value: 0.00648499} - - {value: 0.00752818} - - {value: 0.00635331} - - {value: 0.00675757} - - {value: 0.00565293} - - {value: 0.00477561} - - {value: 0.00405529} - - {value: 0.00652509} - - {value: 0.00486299} - - {value: 0.00656466} - - {value: 0.00463292} - - {value: 0.0026228} - - {value: 0.00151905} - - {value: 0.00152326} - - {value: 0.000600594} - - {value: 0.000295887} - - {value: 0.00014254} - - {value: 8.61709e-05} - - {value: 4.60894e-05} - - {value: 2.04842e-05} - - {value: 1.25171e-05} - - {value: 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2.68876e-07} - - {value: 1.52496e-07} - - {value: 1.01672e-07} - - {value: 7.4095e-08} - - {value: 5.26604e-08} -independent_variables: -- header: {name: 'Bin $p_{T}^{\mu\mu}$', units: GEV} - values: - - {high: 2, low: 0} - - {high: 4, low: 2} - - {high: 6, low: 4} - - {high: 8, low: 6} - - {high: 10, low: 8} - - {high: 12, low: 10} - - {high: 14, low: 12} - - {high: 16, low: 14} - - {high: 18, low: 16} - - {high: 20, low: 18} - - {high: 22.5, low: 20} - - {high: 25, low: 22.5} - - {high: 27.5, low: 25} - - {high: 30, low: 27.5} - - {high: 33, low: 30} - - {high: 36, low: 33} - - {high: 39, low: 36} - - {high: 42, low: 39} - - {high: 45, low: 42} - - {high: 48, low: 45} - - {high: 51, low: 48} - - {high: 54, low: 51} - - {high: 57, low: 54} - - {high: 61, low: 57} - - {high: 65, low: 61} - - {high: 70, low: 65} - - {high: 75, low: 70} - - {high: 80, low: 75} - - {high: 85, low: 80} - - {high: 95, low: 85} - - {high: 105, low: 95} - - {high: 125, low: 105} - - {high: 150, low: 125} - - {high: 175, low: 150} - - {high: 200, low: 175} - - {high: 250, low: 200} - - {high: 300, low: 250} - - {high: 350, low: 300} - - {high: 400, low: 350} - - {high: 470, low: 400} - - {high: 550, low: 470} - - {high: 650, low: 550} - - {high: 900, low: 650} - - {high: 2500, low: 900} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_7.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_7.yaml deleted file mode 100644 index 7fdd74a753..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/rawdata/HEPData-ins1768911-v3-Table_7.yaml +++ /dev/null @@ -1,738 +0,0 @@ -dependent_variables: -- header: {name: '$1/\sigma_{fid}d\sigma/dp_{T}^{ee}$', units: 1/GEV} - values: - - {value: 0.0483395} - - {value: 0.102195} - - {value: 0.106443} - - {value: 0.0944305} - - {value: 0.081111} - - {value: 0.0686732} - - {value: 0.0581359} - - {value: 0.0495928} - - {value: 0.0424074} - - {value: 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plus: 5.78842e-06} - label: systematic uncertainty - value: 0.000312404 - - errors: - - asymerror: {minus: -4.93073e-06, plus: 3.22952e-06} - label: systematic uncertainty - value: 0.000177558 - - errors: - - asymerror: {minus: -2.82492e-06, plus: 1.8419e-06} - label: systematic uncertainty - value: 9.87101e-05 - - errors: - - asymerror: {minus: -1.70747e-06, plus: 1.12785e-06} - label: systematic uncertainty - value: 5.7654e-05 - - errors: - - asymerror: {minus: -9.51251e-07, plus: 5.02945e-07} - label: systematic uncertainty - value: 2.84579e-05 - - errors: - - asymerror: {minus: -3.99231e-07, plus: 2.14378e-07} - label: systematic uncertainty - value: 1.16512e-05 - - errors: - - asymerror: {minus: -2.01344e-07, plus: 1.03628e-07} - label: systematic uncertainty - value: 5.30888e-06 - - errors: - - asymerror: {minus: -1.04531e-07, plus: 4.93941e-08} - label: systematic uncertainty - value: 2.60903e-06 - - errors: - - asymerror: {minus: -5.00715e-08, plus: 2.20397e-08} - label: systematic uncertainty - value: 1.21529e-06 - - errors: - - asymerror: {minus: -2.13211e-08, plus: 9.72601e-09} - label: systematic uncertainty - value: 4.98369e-07 - - errors: - - asymerror: {minus: -9.68793e-09, plus: 4.26164e-09} - label: systematic uncertainty - value: 1.97998e-07 - - errors: - - asymerror: {minus: -2.35919e-09, plus: 1.03779e-09} - label: systematic uncertainty - value: 4.6424e-08 -independent_variables: -- header: {name: 'Bin $p_{T}^{ll}$', units: GEV} - values: - - {high: 12, low: 10} - - {high: 14, low: 12} - - {high: 16, low: 14} - - {high: 18, low: 16} - - {high: 20, low: 18} - - {high: 22.5, low: 20} - - {high: 25, low: 22.5} - - {high: 27.5, low: 25} - - {high: 30, low: 27.5} - - {high: 33, low: 30} - - {high: 36, low: 33} - - {high: 39, low: 36} - - {high: 42, low: 39} - - {high: 45, low: 42} - - {high: 48, low: 45} - - {high: 51, low: 48} - - {high: 54, low: 51} - - {high: 57, low: 54} - - {high: 61, low: 57} - - {high: 65, low: 61} - - {high: 70, low: 65} - - {high: 75, low: 70} - - {high: 80, low: 75} - - {high: 85, low: 80} - - {high: 95, low: 85} - - {high: 105, low: 95} - - {high: 125, low: 105} - - {high: 150, low: 125} - - {high: 175, low: 150} - - {high: 200, low: 175} - - {high: 250, low: 200} - - {high: 300, low: 250} - - {high: 350, low: 300} - - {high: 400, low: 350} - - {high: 470, low: 400} - - {high: 550, low: 470} - - {high: 650, low: 550} - - {high: 900, low: 650} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties.yaml index 3e4edc38ff..985bd423e7 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties.yaml @@ -1,590 +1,92 @@ definitions: - Stat (Data): - description: Stat (Data) from HEPDATA - treatment: ADD - type: UNCORR - Stat (MC): - description: Stat (MC) from HEPDATA - treatment: ADD - type: UNCORR - Efficiencies (Uncorellated): - description: Efficiencies (Uncorellated) from HEPDATA - treatment: ADD - type: UNCORR - Scale: - description: Scale from HEPDATA - treatment: ADD - type: CORR - Resolution: - description: Resolution from HEPDATA - treatment: ADD - type: CORR - Muon Saggita: - description: Muon Saggita from HEPDATA - treatment: ADD - type: CORR - Efficiencies (Corellated): - description: Efficiencies (Corellated) from HEPDATA - treatment: ADD - type: CORR - Isolation: - description: Isolation from HEPDATA - treatment: ADD - type: CORR - Trigger: - description: Trigger from HEPDATA - treatment: ADD - type: CORR - Muon (TTVA): - description: Muon (TTVA) from HEPDATA - treatment: ADD - type: CORR - Z-vertex reweighting: - description: Z-vertex reweighting from HEPDATA + correlated uncertainty: + description: correlated uncertainty treatment: ADD type: CORR - Pile-Up: - description: Pile-Up from HEPDATA + uncorrelated uncertainty: + description: uncorrelated uncertainty treatment: ADD - type: CORR - Model: - description: Model from HEPDATA - treatment: ADD - type: CORR - Background: - description: Background from HEPDATA - treatment: ADD - type: CORR + type: UNCORR bins: -- Stat (Data): 7.33895e-05 - Stat (MC): 5.61428e-05 - Efficiencies (Uncorellated): 7.62052e-06 - Scale: 3.77564e-05 - Resolution: 1.97555e-05 - Muon Saggita: 1.3535e-06 - Efficiencies (Corellated): 2.53077e-07 - Isolation: -3.21406e-07 - Trigger: 2.10548e-07 - Muon (TTVA): 6.50403e-08 - Z-vertex reweighting: 6.92879e-08 - Pile-Up: -1.71301e-06 - Model: 1.17742e-05 - Background: 2.6144e-06 -- Stat (Data): 7.17653e-05 - Stat (MC): 5.474e-05 - Efficiencies (Uncorellated): 7.12003e-06 - Scale: 1.98692e-05 - Resolution: 5.84463e-05 - Muon Saggita: 4.87774e-06 - Efficiencies (Corellated): 1.95681e-07 - Isolation: -2.92554e-07 - Trigger: 1.15319e-07 - Muon (TTVA): 3.40175e-08 - Z-vertex reweighting: 1.45025e-07 - Pile-Up: 5.05812e-07 - Model: -1.11864e-05 - Background: 2.53068e-06 -- Stat (Data): 6.94675e-05 - Stat (MC): 5.2111e-05 - Efficiencies (Uncorellated): 6.10127e-06 - Scale: 6.02976e-06 - Resolution: 6.11683e-05 - Muon Saggita: 3.25268e-06 - Efficiencies (Corellated): 1.52499e-07 - Isolation: -2.18755e-07 - Trigger: 9.71047e-08 - Muon (TTVA): 2.47162e-08 - Z-vertex reweighting: -1.00394e-07 - Pile-Up: -7.96941e-06 - Model: -1.47197e-05 - Background: 2.40286e-06 -- Stat (Data): 6.63969e-05 - Stat (MC): 4.86351e-05 - Efficiencies (Uncorellated): 4.94684e-06 - Scale: -2.79757e-06 - Resolution: 4.96738e-05 - Muon Saggita: 9.75616e-07 - Efficiencies (Corellated): 1.32704e-07 - Isolation: -1.42078e-07 - Trigger: 8.05904e-08 - Muon (TTVA): 2.73643e-08 - Z-vertex reweighting: -1.59619e-07 - Pile-Up: -6.7597e-06 - Model: -3.52029e-06 - Background: 2.39151e-06 -- Stat (Data): 6.17612e-05 - Stat (MC): 4.51803e-05 - Efficiencies (Uncorellated): 3.89108e-06 - Scale: -6.10522e-06 - Resolution: 3.30354e-05 - Muon Saggita: 2.83518e-06 - Efficiencies (Corellated): 1.27998e-07 - Isolation: -7.13211e-08 - Trigger: 8.29725e-08 - Muon (TTVA): 3.07492e-08 - Z-vertex reweighting: 1.00215e-07 - Pile-Up: -5.00779e-07 - Model: 8.49558e-06 - Background: 2.44995e-06 -- Stat (Data): 5.77664e-05 - Stat (MC): 4.23546e-05 - Efficiencies (Uncorellated): 2.98307e-06 - Scale: -1.10568e-05 - Resolution: 2.60181e-05 - Muon Saggita: 1.95059e-06 - Efficiencies (Corellated): 1.23313e-07 - Isolation: -1.24541e-08 - Trigger: 5.55809e-08 - Muon (TTVA): 3.15496e-08 - Z-vertex reweighting: 2.27018e-08 - Pile-Up: 3.02638e-06 - Model: -5.49603e-06 - Background: 2.43522e-06 -- Stat (Data): 5.39635e-05 - Stat (MC): 3.97985e-05 - Efficiencies (Uncorellated): 2.29224e-06 - Scale: -1.23219e-05 - Resolution: 2.03084e-05 - Muon Saggita: 1.12455e-06 - Efficiencies (Corellated): 1.21131e-07 - Isolation: 3.40861e-08 - Trigger: 8.62634e-08 - Muon (TTVA): 4.03474e-08 - Z-vertex reweighting: -1.27428e-07 - Pile-Up: -2.07097e-06 - Model: 2.01242e-06 - Background: 2.50026e-06 -- Stat (Data): 5.06942e-05 - Stat (MC): 3.74849e-05 - Efficiencies (Uncorellated): 1.84072e-06 - Scale: -1.52471e-05 - Resolution: 1.38317e-05 - Muon Saggita: 1.54483e-06 - Efficiencies (Corellated): 1.17825e-07 - Isolation: 7.36893e-08 - Trigger: 9.41138e-08 - Muon (TTVA): 4.85094e-08 - Z-vertex reweighting: -1.52972e-07 - Pile-Up: 7.05864e-07 - Model: -6.19182e-06 - Background: 2.64906e-06 -- Stat (Data): 4.75316e-05 - Stat (MC): 3.53303e-05 - Efficiencies (Uncorellated): 1.47619e-06 - Scale: -1.60245e-05 - Resolution: 1.20235e-05 - Muon Saggita: 1.77062e-06 - Efficiencies (Corellated): 1.21933e-07 - Isolation: 1.05107e-07 - Trigger: 9.55364e-08 - Muon (TTVA): 6.22857e-08 - Z-vertex reweighting: -2.7066e-07 - Pile-Up: -1.85933e-06 - Model: 1.60522e-06 - Background: 2.75984e-06 -- Stat (Data): 4.48241e-05 - Stat (MC): 3.3345e-05 - Efficiencies (Uncorellated): 1.19656e-06 - Scale: -1.56591e-05 - Resolution: 8.07986e-06 - Muon Saggita: 1.6488e-06 - Efficiencies (Corellated): 1.27991e-07 - Isolation: 1.3236e-07 - Trigger: 9.55465e-08 - Muon (TTVA): 6.6568e-08 - Z-vertex reweighting: -1.97182e-08 - Pile-Up: -2.63947e-06 - Model: -2.45685e-06 - Background: 2.92749e-06 -- Stat (Data): 4.20221e-05 - Stat (MC): 3.14638e-05 - Efficiencies (Uncorellated): 1.05868e-06 - Scale: -1.70632e-05 - Resolution: 4.19756e-06 - Muon Saggita: 3.16e-06 - Efficiencies (Corellated): 1.24853e-07 - Isolation: 1.53502e-07 - Trigger: 9.70565e-08 - Muon (TTVA): 6.23622e-08 - Z-vertex reweighting: 8.22088e-08 - Pile-Up: -6.2528e-06 - Model: -4.081e-07 - Background: 3.035e-06 -- Stat (Data): 4.00194e-05 - Stat (MC): 2.96676e-05 - Efficiencies (Uncorellated): 1.01334e-06 - Scale: -1.85262e-05 - Resolution: 1.49509e-06 - Muon Saggita: 2.9723e-06 - Efficiencies (Corellated): 1.15733e-07 - Isolation: 1.65516e-07 - Trigger: 1.00412e-07 - Muon (TTVA): 6.4541e-08 - Z-vertex reweighting: 8.99594e-08 - Pile-Up: 2.01307e-06 - Model: -3.29613e-06 - Background: 3.12866e-06 -- Stat (Data): 3.7446e-05 - Stat (MC): 2.75656e-05 - Efficiencies (Uncorellated): 9.52163e-07 - Scale: -1.85507e-05 - Resolution: 7.40895e-07 - Muon Saggita: 1.76665e-06 - Efficiencies (Corellated): 1.13246e-07 - Isolation: 1.67276e-07 - Trigger: 1.12278e-07 - Muon (TTVA): 6.18923e-08 - Z-vertex reweighting: 3.73921e-08 - Pile-Up: 3.8748e-06 - Model: 2.62187e-06 - Background: 3.22543e-06 -- Stat (Data): 3.4088e-05 - Stat (MC): 2.56061e-05 - Efficiencies (Uncorellated): 9.32742e-07 - Scale: -1.98298e-05 - Resolution: 2.58524e-06 - Muon Saggita: 6.17704e-07 - Efficiencies (Corellated): 1.05721e-07 - Isolation: 1.6175e-07 - Trigger: 8.81191e-08 - Muon (TTVA): 5.92534e-08 - Z-vertex reweighting: 1.61865e-07 - Pile-Up: 4.30215e-06 - Model: 2.60744e-08 - Background: 3.35076e-06 -- Stat (Data): 3.18739e-05 - Stat (MC): 2.40094e-05 - Efficiencies (Uncorellated): 1.0063e-06 - Scale: -1.78683e-05 - Resolution: 4.52804e-06 - Muon Saggita: 5.04182e-07 - Efficiencies (Corellated): 9.42208e-08 - Isolation: 1.46781e-07 - Trigger: 8.81487e-08 - Muon (TTVA): 5.41781e-08 - Z-vertex reweighting: 2.84696e-07 - Pile-Up: 5.96245e-06 - Model: 1.08053e-06 - Background: 3.3264e-06 -- Stat (Data): 3.01246e-05 - Stat (MC): 2.25086e-05 - Efficiencies (Uncorellated): 1.12277e-06 - Scale: -1.78014e-05 - Resolution: 2.34797e-06 - Muon Saggita: -1.57807e-07 - Efficiencies (Corellated): 7.8914e-08 - Isolation: 1.28402e-07 - Trigger: 9.25549e-08 - Muon (TTVA): 4.11462e-08 - Z-vertex reweighting: 3.49903e-07 - Pile-Up: 3.93887e-06 - Model: 2.94885e-06 - Background: 3.3412e-06 -- Stat (Data): 2.84876e-05 - Stat (MC): 2.1003e-05 - Efficiencies (Uncorellated): 1.26063e-06 - Scale: -1.74292e-05 - Resolution: 1.90124e-06 - Muon Saggita: 7.91841e-07 - Efficiencies (Corellated): 7.02334e-08 - Isolation: 1.06839e-07 - Trigger: 1.04588e-07 - Muon (TTVA): 3.44895e-08 - Z-vertex reweighting: 6.95854e-08 - Pile-Up: 1.66478e-06 - Model: 2.81772e-06 - Background: 3.53285e-06 -- Stat (Data): 2.70051e-05 - Stat (MC): 1.96268e-05 - Efficiencies (Uncorellated): 1.33511e-06 - Scale: -1.61827e-05 - Resolution: 1.68493e-06 - Muon Saggita: -5.67574e-07 - Efficiencies (Corellated): 6.0653e-08 - Isolation: 8.23239e-08 - Trigger: 9.02184e-08 - Muon (TTVA): 2.86764e-08 - Z-vertex reweighting: -4.72017e-08 - Pile-Up: 1.86437e-06 - Model: 4.04169e-06 - Background: 3.6471e-06 -- Stat (Data): 2.53968e-05 - Stat (MC): 1.8331e-05 - Efficiencies (Uncorellated): 1.37111e-06 - Scale: -1.48547e-05 - Resolution: 8.46977e-07 - Muon Saggita: -1.53013e-06 - Efficiencies (Corellated): 5.48623e-08 - Isolation: 5.7094e-08 - Trigger: 8.77286e-08 - Muon (TTVA): 2.41059e-08 - Z-vertex reweighting: -6.21159e-08 - Pile-Up: -1.53326e-06 - Model: 4.70821e-06 - Background: 3.85463e-06 -- Stat (Data): 2.38027e-05 - Stat (MC): 1.71423e-05 - Efficiencies (Uncorellated): 1.39809e-06 - Scale: -1.26621e-05 - Resolution: 1.00756e-06 - Muon Saggita: -7.67405e-07 - Efficiencies (Corellated): 4.72786e-08 - Isolation: 3.51944e-08 - Trigger: 7.78705e-08 - Muon (TTVA): 2.10892e-08 - Z-vertex reweighting: 5.48967e-08 - Pile-Up: -2.54874e-06 - Model: 4.38535e-06 - Background: 4.07802e-06 -- Stat (Data): 2.30294e-05 - Stat (MC): 1.64036e-05 - Efficiencies (Uncorellated): 1.50361e-06 - Scale: -1.08967e-05 - Resolution: 9.59722e-07 - Muon Saggita: -5.12532e-07 - Efficiencies (Corellated): 4.34535e-08 - Isolation: 1.79093e-08 - Trigger: 6.66279e-08 - Muon (TTVA): 1.48838e-08 - Z-vertex reweighting: 6.94822e-08 - Pile-Up: -4.28194e-06 - Model: 5.17698e-06 - Background: 4.19639e-06 -- Stat (Data): 2.23957e-05 - Stat (MC): 1.56341e-05 - Efficiencies (Uncorellated): 1.6905e-06 - Scale: -9.89894e-06 - Resolution: -6.45403e-08 - Muon Saggita: -8.38272e-08 - Efficiencies (Corellated): 4.19056e-08 - Isolation: 4.49587e-09 - Trigger: 5.70898e-08 - Muon (TTVA): 1.43036e-08 - Z-vertex reweighting: 7.28613e-08 - Pile-Up: -6.36055e-06 - Model: 6.56265e-06 - Background: 4.29432e-06 -- Stat (Data): 2.19764e-05 - Stat (MC): 1.51939e-05 - Efficiencies (Uncorellated): 2.25177e-06 - Scale: -9.34883e-06 - Resolution: -1.17319e-07 - Muon Saggita: 1.17481e-07 - Efficiencies (Corellated): 4.39376e-08 - Isolation: -1.10006e-08 - Trigger: 6.6948e-08 - Muon (TTVA): 1.85314e-08 - Z-vertex reweighting: 2.04456e-08 - Pile-Up: -4.71622e-06 - Model: 5.13726e-06 - Background: 5.11883e-06 -- Stat (Data): 2.13142e-05 - Stat (MC): 1.46701e-05 - Efficiencies (Uncorellated): 2.9503e-06 - Scale: -8.15195e-06 - Resolution: 1.33488e-06 - Muon Saggita: -6.24295e-07 - Efficiencies (Corellated): 4.28303e-08 - Isolation: -2.44197e-08 - Trigger: 5.68307e-08 - Muon (TTVA): 1.78049e-08 - Z-vertex reweighting: 3.99906e-08 - Pile-Up: -3.52917e-06 - Model: 7.06317e-06 - Background: 5.61711e-06 -- Stat (Data): 2.07709e-05 - Stat (MC): 1.40044e-05 - Efficiencies (Uncorellated): 3.4922e-06 - Scale: -6.65262e-06 - Resolution: 1.17755e-06 - Muon Saggita: -1.88947e-07 - Efficiencies (Corellated): 4.68971e-08 - Isolation: -3.42587e-08 - Trigger: 4.72464e-08 - Muon (TTVA): 1.88156e-08 - Z-vertex reweighting: 1.90233e-07 - Pile-Up: -2.83033e-06 - Model: 6.57973e-06 - Background: 6.48474e-06 -- Stat (Data): 1.94042e-05 - Stat (MC): 1.30219e-05 - Efficiencies (Uncorellated): 3.90433e-06 - Scale: -6.49504e-06 - Resolution: 4.24838e-07 - Muon Saggita: -5.19957e-07 - Efficiencies (Corellated): 5.24325e-08 - Isolation: -3.45687e-08 - Trigger: 3.84579e-08 - Muon (TTVA): 1.87857e-08 - Z-vertex reweighting: 1.9247e-07 - Pile-Up: -1.92523e-06 - Model: 7.42633e-06 - Background: 6.60558e-06 -- Stat (Data): 1.84027e-05 - Stat (MC): 1.21705e-05 - Efficiencies (Uncorellated): 4.5605e-06 - Scale: -5.68654e-06 - Resolution: 5.09838e-07 - Muon Saggita: -1.45038e-07 - Efficiencies (Corellated): 5.77501e-08 - Isolation: -2.76893e-08 - Trigger: 2.90513e-08 - Muon (TTVA): 1.83084e-08 - Z-vertex reweighting: 2.09709e-07 - Pile-Up: -2.24286e-06 - Model: 6.24654e-06 - Background: 6.3272e-06 -- Stat (Data): 1.68795e-05 - Stat (MC): 1.10661e-05 - Efficiencies (Uncorellated): 4.88845e-06 - Scale: -5.25178e-06 - Resolution: 2.18449e-08 - Muon Saggita: 1.67385e-07 - Efficiencies (Corellated): 5.8729e-08 - Isolation: -1.45591e-08 - Trigger: 2.99702e-08 - Muon (TTVA): 1.78685e-08 - Z-vertex reweighting: 1.87948e-07 - Pile-Up: -1.31029e-06 - Model: 6.94908e-06 - Background: 5.94929e-06 -- Stat (Data): 1.51898e-05 - Stat (MC): 9.98235e-06 - Efficiencies (Uncorellated): 5.02588e-06 - Scale: -4.52099e-06 - Resolution: 3.78211e-07 - Muon Saggita: 1.90734e-07 - Efficiencies (Corellated): 6.20607e-08 - Isolation: 5.49643e-09 - Trigger: 2.97613e-08 - Muon (TTVA): 1.60882e-08 - Z-vertex reweighting: 1.36273e-07 - Pile-Up: -1.44537e-06 - Model: 5.20604e-06 - Background: 5.65289e-06 -- Stat (Data): 1.35198e-05 - Stat (MC): 8.93984e-06 - Efficiencies (Uncorellated): 5.0556e-06 - Scale: -3.3474e-06 - Resolution: 1.48667e-06 - Muon Saggita: -1.2971e-07 - Efficiencies (Corellated): 6.06227e-08 - Isolation: 2.20514e-08 - Trigger: 1.31443e-08 - Muon (TTVA): 1.0181e-08 - Z-vertex reweighting: 1.56472e-07 - Pile-Up: -3.4362e-07 - Model: 5.02928e-06 - Background: 4.50194e-06 -- Stat (Data): 1.20941e-05 - Stat (MC): 7.9546e-06 - Efficiencies (Uncorellated): 5.01282e-06 - Scale: -2.65642e-06 - Resolution: 3.6665e-07 - Muon Saggita: 2.11125e-07 - Efficiencies (Corellated): 5.81755e-08 - Isolation: 3.55273e-08 - Trigger: 5.87751e-09 - Muon (TTVA): 7.66417e-09 - Z-vertex reweighting: 1.86299e-07 - Pile-Up: 1.57331e-07 - Model: 3.53347e-06 - Background: 3.39571e-06 -- Stat (Data): 1.02064e-05 - Stat (MC): 6.66204e-06 - Efficiencies (Uncorellated): 4.83028e-06 - Scale: -1.86636e-06 - Resolution: 1.29541e-07 - Muon Saggita: -7.20025e-09 - Efficiencies (Corellated): 5.07157e-08 - Isolation: 5.03334e-08 - Trigger: 4.42277e-09 - Muon (TTVA): 5.04696e-09 - Z-vertex reweighting: 1.21902e-07 - Pile-Up: -1.60957e-06 - Model: 2.413e-06 - Background: 1.95583e-06 -- Stat (Data): 8.57885e-06 - Stat (MC): 5.54456e-06 - Efficiencies (Uncorellated): 4.5748e-06 - Scale: -1.01055e-06 - Resolution: 3.58043e-07 - Muon Saggita: 5.50235e-07 - Efficiencies (Corellated): 4.06072e-08 - Isolation: 5.54564e-08 - Trigger: 3.94941e-09 - Muon (TTVA): 3.29871e-09 - Z-vertex reweighting: 7.91474e-08 - Pile-Up: -4.53731e-07 - Model: 1.38539e-06 - Background: 1.1472e-06 -- Stat (Data): 6.71408e-06 - Stat (MC): 4.25548e-06 - Efficiencies (Uncorellated): 3.9375e-06 - Scale: -7.28519e-07 - Resolution: 7.01139e-08 - Muon Saggita: -7.57883e-08 - Efficiencies (Corellated): 3.23173e-08 - Isolation: 5.67922e-08 - Trigger: 3.41196e-09 - Muon (TTVA): 2.47786e-09 - Z-vertex reweighting: 1.98127e-08 - Pile-Up: -2.60461e-08 - Model: 1.11055e-06 - Background: 7.45763e-07 -- Stat (Data): 5.30023e-06 - Stat (MC): 3.18385e-06 - Efficiencies (Uncorellated): 3.44839e-06 - Scale: -4.23367e-07 - Resolution: 1.97343e-07 - Muon Saggita: 2.2637e-08 - Efficiencies (Corellated): 2.60259e-08 - Isolation: 6.69081e-08 - Trigger: 1.96811e-09 - Muon (TTVA): 1.53263e-09 - Z-vertex reweighting: 1.32503e-08 - Pile-Up: 2.11241e-07 - Model: 4.41613e-07 - Background: 5.08448e-07 -- Stat (Data): 4.3265e-06 - Stat (MC): 2.61206e-06 - Efficiencies (Uncorellated): 3.04439e-06 - Scale: -2.73916e-07 - Resolution: 1.35954e-07 - Muon Saggita: 4.65252e-08 - Efficiencies (Corellated): 1.76095e-08 - Isolation: 6.70416e-08 - Trigger: 1.48804e-09 - Muon (TTVA): 7.49586e-10 - Z-vertex reweighting: 3.37543e-08 - Pile-Up: -3.27592e-07 - Model: 4.21401e-07 - Background: 2.68876e-07 -- Stat (Data): 3.51926e-06 - Stat (MC): 2.15748e-06 - Efficiencies (Uncorellated): 2.66722e-06 - Scale: -1.28097e-07 - Resolution: -3.82766e-08 - Muon Saggita: -6.08179e-08 - Efficiencies (Corellated): 1.34607e-08 - Isolation: 6.52608e-08 - Trigger: 1.47186e-09 - Muon (TTVA): 3.26564e-10 - Z-vertex reweighting: 1.28093e-08 - Pile-Up: -4.9854e-07 - Model: -1.26955e-08 - Background: 1.52496e-07 -- Stat (Data): 2.7789e-06 - Stat (MC): 1.6112e-06 - Efficiencies (Uncorellated): 1.80584e-06 - Scale: -9.40508e-08 - Resolution: 3.78e-08 - Muon Saggita: -8.05586e-08 - Efficiencies (Corellated): 1.04764e-08 - Isolation: 6.94277e-08 - Trigger: 1.43169e-09 - Muon (TTVA): 3.50994e-10 - Z-vertex reweighting: 5.65969e-09 - Pile-Up: 2.46545e-07 - Model: 1.62069e-07 - Background: 1.01672e-07 +- correlated uncertainty: 2.1603653922e-05 + uncorrelated uncertainty: 3.8007584704500004e-05 +- correlated uncertainty: 1.7372605932e-05 + uncorrelated uncertainty: 3.6609857233199994e-05 +- correlated uncertainty: 2.0601670559499998e-05 + uncorrelated uncertainty: 3.6921465515e-05 +- correlated uncertainty: 2.0620072338800002e-05 + uncorrelated uncertainty: 3.6262646552e-05 +- correlated uncertainty: 1.5129091226100001e-05 + uncorrelated uncertainty: 3.3877389534e-05 +- correlated uncertainty: 9.809163156e-06 + uncorrelated uncertainty: 3.091792964e-05 +- correlated uncertainty: 6.34723025e-06 + uncorrelated uncertainty: 2.86540695e-05 +- correlated uncertainty: 4.02096756e-06 + uncorrelated uncertainty: 2.1331351499999998e-05 +- correlated uncertainty: 4.4792757200000005e-06 + uncorrelated uncertainty: 2.0069054199999998e-05 +- correlated uncertainty: 4.6069287745e-06 + uncorrelated uncertainty: 1.8890240369e-05 +- correlated uncertainty: 4.864113693959999e-06 + uncorrelated uncertainty: 1.78113158824e-05 +- correlated uncertainty: 4.82010565968e-06 + uncorrelated uncertainty: 1.3950468192899997e-05 +- correlated uncertainty: 5.29285026334e-06 + uncorrelated uncertainty: 1.31870866812e-05 +- correlated uncertainty: 5.38821770052e-06 + uncorrelated uncertainty: 1.2305142193199999e-05 +- correlated uncertainty: 5.6341875894e-06 + uncorrelated uncertainty: 1.12859318748e-05 +- correlated uncertainty: 5.203129204e-06 + uncorrelated uncertainty: 1.05976915408e-05 +- correlated uncertainty: 5.1048783201e-06 + uncorrelated uncertainty: 9.9485106513e-06 +- correlated uncertainty: 4.978987899899999e-06 + uncorrelated uncertainty: 9.355940634599999e-06 +- correlated uncertainty: 4.634405059399999e-06 + uncorrelated uncertainty: 8.7977599695e-06 +- correlated uncertainty: 4.3590881454e-06 + uncorrelated uncertainty: 8.2680680085e-06 +- correlated uncertainty: 2.8712621969999995e-06 + uncorrelated uncertainty: 5.816234576699999e-06 +- correlated uncertainty: 2.644600476e-06 + uncorrelated uncertainty: 5.5987437799999994e-06 +- correlated uncertainty: 2.1053065118e-06 + uncorrelated uncertainty: 4.3334899413e-06 +- correlated uncertainty: 1.9652425259999997e-06 + uncorrelated uncertainty: 4.232322262999999e-06 +- correlated uncertainty: 1.928359763e-06 + uncorrelated uncertainty: 4.1147947825e-06 +- correlated uncertainty: 1.8108055460700002e-06 + uncorrelated uncertainty: 3.98588136183e-06 +- correlated uncertainty: 9.158850667200001e-07 + uncorrelated uncertainty: 1.8724771533e-06 +- correlated uncertainty: 8.5726465213e-07 + uncorrelated uncertainty: 1.7732602749300002e-06 +- correlated uncertainty: 4.0479524969e-07 + uncorrelated uncertainty: 8.149935168000001e-07 +- correlated uncertainty: 2.9294001792e-07 + uncorrelated uncertainty: 5.9314334976e-07 +- correlated uncertainty: 2.490762556e-07 + uncorrelated uncertainty: 5.3331214148e-07 +- correlated uncertainty: 1.8549090541799996e-07 + uncorrelated uncertainty: 4.78661972516e-07 +- correlated uncertainty: 6.707285288e-08 + uncorrelated uncertainty: 2.0152103439999997e-07 +- correlated uncertainty: 4.2076964861999995e-08 + uncorrelated uncertainty: 1.6915459099e-07 +- correlated uncertainty: 3.31609163137e-08 + uncorrelated uncertainty: 1.32835146572e-07 +- correlated uncertainty: 2.49122116053e-08 + uncorrelated uncertainty: 1.04070881677e-07 +- correlated uncertainty: 1.0319312957399998e-08 + uncorrelated uncertainty: 6.0984180034e-08 +- correlated uncertainty: 6.3786227849999995e-09 + uncorrelated uncertainty: 4.3656196619000005e-08 +- correlated uncertainty: 3.1147652682e-09 + uncorrelated uncertainty: 2.5936918396e-08 +- correlated uncertainty: 9.321435992799998e-10 + uncorrelated uncertainty: 8.0466620482e-09 +- correlated uncertainty: 1.5879976934700002e-07 + uncorrelated uncertainty: 1.51827082282e-06 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml new file mode 100644 index 0000000000..3e4edc38ff --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml @@ -0,0 +1,590 @@ +definitions: + Stat (Data): + description: Stat (Data) from HEPDATA + treatment: ADD + type: UNCORR + Stat (MC): + description: Stat (MC) from HEPDATA + treatment: ADD + type: UNCORR + Efficiencies (Uncorellated): + description: Efficiencies (Uncorellated) from HEPDATA + treatment: ADD + type: UNCORR + Scale: + description: Scale from HEPDATA + treatment: ADD + type: CORR + Resolution: + description: Resolution from HEPDATA + treatment: ADD + type: CORR + Muon Saggita: + description: Muon Saggita from HEPDATA + treatment: ADD + type: CORR + Efficiencies (Corellated): + description: Efficiencies (Corellated) from HEPDATA + treatment: ADD + type: CORR + Isolation: + description: Isolation from HEPDATA + treatment: ADD + type: CORR + Trigger: + description: Trigger from HEPDATA + treatment: ADD + type: CORR + Muon (TTVA): + description: Muon (TTVA) from HEPDATA + treatment: ADD + type: CORR + Z-vertex reweighting: + description: Z-vertex reweighting from HEPDATA + treatment: ADD + type: CORR + Pile-Up: + description: Pile-Up from HEPDATA + treatment: ADD + type: CORR + Model: + description: Model from HEPDATA + treatment: ADD + type: CORR + Background: + description: Background from HEPDATA + treatment: ADD + type: CORR +bins: +- Stat (Data): 7.33895e-05 + Stat (MC): 5.61428e-05 + Efficiencies (Uncorellated): 7.62052e-06 + Scale: 3.77564e-05 + Resolution: 1.97555e-05 + Muon Saggita: 1.3535e-06 + Efficiencies (Corellated): 2.53077e-07 + Isolation: -3.21406e-07 + Trigger: 2.10548e-07 + Muon (TTVA): 6.50403e-08 + Z-vertex reweighting: 6.92879e-08 + Pile-Up: -1.71301e-06 + Model: 1.17742e-05 + Background: 2.6144e-06 +- Stat (Data): 7.17653e-05 + Stat (MC): 5.474e-05 + Efficiencies (Uncorellated): 7.12003e-06 + Scale: 1.98692e-05 + Resolution: 5.84463e-05 + Muon Saggita: 4.87774e-06 + Efficiencies (Corellated): 1.95681e-07 + Isolation: -2.92554e-07 + Trigger: 1.15319e-07 + Muon (TTVA): 3.40175e-08 + Z-vertex reweighting: 1.45025e-07 + Pile-Up: 5.05812e-07 + Model: -1.11864e-05 + Background: 2.53068e-06 +- Stat (Data): 6.94675e-05 + Stat (MC): 5.2111e-05 + Efficiencies (Uncorellated): 6.10127e-06 + Scale: 6.02976e-06 + Resolution: 6.11683e-05 + Muon Saggita: 3.25268e-06 + Efficiencies (Corellated): 1.52499e-07 + Isolation: -2.18755e-07 + Trigger: 9.71047e-08 + Muon (TTVA): 2.47162e-08 + Z-vertex reweighting: -1.00394e-07 + Pile-Up: -7.96941e-06 + Model: -1.47197e-05 + Background: 2.40286e-06 +- Stat (Data): 6.63969e-05 + Stat (MC): 4.86351e-05 + Efficiencies (Uncorellated): 4.94684e-06 + Scale: -2.79757e-06 + Resolution: 4.96738e-05 + Muon Saggita: 9.75616e-07 + Efficiencies (Corellated): 1.32704e-07 + Isolation: -1.42078e-07 + Trigger: 8.05904e-08 + Muon (TTVA): 2.73643e-08 + Z-vertex reweighting: -1.59619e-07 + Pile-Up: -6.7597e-06 + Model: -3.52029e-06 + Background: 2.39151e-06 +- Stat (Data): 6.17612e-05 + Stat (MC): 4.51803e-05 + Efficiencies (Uncorellated): 3.89108e-06 + Scale: -6.10522e-06 + Resolution: 3.30354e-05 + Muon Saggita: 2.83518e-06 + Efficiencies (Corellated): 1.27998e-07 + Isolation: -7.13211e-08 + Trigger: 8.29725e-08 + Muon (TTVA): 3.07492e-08 + Z-vertex reweighting: 1.00215e-07 + Pile-Up: -5.00779e-07 + Model: 8.49558e-06 + Background: 2.44995e-06 +- Stat (Data): 5.77664e-05 + Stat (MC): 4.23546e-05 + Efficiencies (Uncorellated): 2.98307e-06 + Scale: -1.10568e-05 + Resolution: 2.60181e-05 + Muon Saggita: 1.95059e-06 + Efficiencies (Corellated): 1.23313e-07 + Isolation: -1.24541e-08 + Trigger: 5.55809e-08 + Muon (TTVA): 3.15496e-08 + Z-vertex reweighting: 2.27018e-08 + Pile-Up: 3.02638e-06 + Model: 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ATLAS_Z0J_13TEV_PT_LL - reason: Avoid the large pT region where the statistics are not very good. - rule: "pT <= 600" + reason: Avoid the large pT region where EWK corrections are important. + rule: "pT <= 150" - dataset: CMS_Z0J_8TEV_PT-Y reason: Avoid the region where resummation effects become important. From 0391d6829c48aa505f6823997e273b39ad6598c6 Mon Sep 17 00:00:00 2001 From: enocera Date: Tue, 12 May 2026 15:01:45 +0200 Subject: [PATCH 2/6] Updated kin variable name in metadata --- .../nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml index bd0a7bc58d..5db781e06a 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml @@ -34,12 +34,12 @@ implemented_observables: x_scale: log plot_x: pT - kinematic_coverage: [pT, m_ll] + kinematic_coverage: [pT, m_ll2] kinematics: variables: pT: {description: "lepton pair transverse momentum", label: '$p_T$', units: ""} - m_ll: {description: "lepton pair invariant mass", label: '$m_{\ell\ell}$', units: "GeV"} + m_ll2: {description: "lepton pair invariant mass squared", label: '$m_{\ell\ell}$', units: "GeV"} file: kinematics.yaml From 98de27e3fa2f1fdaa163dbc6c24d9ea058debfaf Mon Sep 17 00:00:00 2001 From: enocera Date: Tue, 12 May 2026 15:33:15 +0200 Subject: [PATCH 3/6] Updated metadata --- .../ATLAS_Z0J_13TEV_PT/metadata.yaml | 29 +++++++++++++------ 1 file changed, 20 insertions(+), 9 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml index 5db781e06a..43208729b4 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml @@ -39,13 +39,25 @@ implemented_observables: kinematics: variables: pT: {description: "lepton pair transverse momentum", label: '$p_T$', units: ""} - m_ll2: {description: "lepton pair invariant mass squared", label: '$m_{\ell\ell}$', units: "GeV"} + m_ll2: {description: "lepton pair invariant mass squared", label: '$m_{\ell\ell}^2$', units: "GeV2"} file: kinematics.yaml data_central: data.yaml data_uncertainties: - uncertainties.yaml + variants: + v1: + data_central: data_v1.yaml + data_uncertainties: + - uncertainties_v1.yaml + #kinematic_coverage: [pT, m_Z2, sqrts] + #kinematics: + # variables: + # pT: {description: "lepton pair transverse momentum", label: '$p_T$', units: ""} + # m_Z2: {description: "lepton pair invariant mass squared", label: '$m_{\ell\ell}^2$', units: "GeV2"} + # sqrts: {description: "center-of-mass energy", label: '$\sqrt{s}$', units: "GeV"} + # file: kinematics_v1.yaml # Theory theory: @@ -56,12 +68,11 @@ implemented_observables: - - ATLAS_Z0_13TEV_TOT operation: 'ratio' - variants: - v1: - data_central: - - data_v1.yaml - kinematics: - - file: kinematics_v1.yaml - data_uncertainties: - - uncertainties_v1.yaml + #variants: + # v1: + # data_central: data_v1.yaml + # kinematics: + # file: kinematics_v1.yaml + # data_uncertainties: + # - uncertainties_v1.yaml \ No newline at end of file From 185a1684fa9490e546174038553a5d013dc3248f Mon Sep 17 00:00:00 2001 From: enocera Date: Tue, 12 May 2026 17:13:59 +0200 Subject: [PATCH 4/6] Updated metadata --- .../ATLAS_Z0J_13TEV_PT/metadata.yaml | 21 +------------------ 1 file changed, 1 insertion(+), 20 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml index 43208729b4..0640e8471a 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml @@ -2,7 +2,7 @@ setname: "ATLAS_Z0J_13TEV_PT" version: 2 -version_comment: "This version fixes a bug and extends the implementation version 1. The bug is as follows: In the previous version two HepData tables were used, separately for the central value and for the uncetainties (Tables 26 and 5, respectively). However, it was not realised that the two differ for th ebin normalisation, which is, on average, of 2 GeV. Uncertainties were therefore a factor of 2 smaller on average. The extension is as follows: in the previous version only a subset of pT bins were implemented. The full pT spectrum is now implemented.The bugged version, used for the pheno paper, is used as a variant called v1." +version_comment: "This version fixes a bug and extends the implementation version 1. The bug is as follows: In the previous version two HepData tables were used, separately for the central value and for the uncetainties (Tables 26 and 5, respectively). However, it was not realised that the two differ for th ebin normalisation, which is, on average, of 2 GeV. Uncertainties were therefore a factor of 2 smaller on average. The extension is as follows: in the previous version only a subset of pT bins were implemented. The full pT spectrum is now implemented. The bugged version, used for th epheno paper, is removed, but can be retrived from the github history." # References arXiv: @@ -46,18 +46,6 @@ implemented_observables: data_central: data.yaml data_uncertainties: - uncertainties.yaml - variants: - v1: - data_central: data_v1.yaml - data_uncertainties: - - uncertainties_v1.yaml - #kinematic_coverage: [pT, m_Z2, sqrts] - #kinematics: - # variables: - # pT: {description: "lepton pair transverse momentum", label: '$p_T$', units: ""} - # m_Z2: {description: "lepton pair invariant mass squared", label: '$m_{\ell\ell}^2$', units: "GeV2"} - # sqrts: {description: "center-of-mass energy", label: '$\sqrt{s}$', units: "GeV"} - # file: kinematics_v1.yaml # Theory theory: @@ -68,11 +56,4 @@ implemented_observables: - - ATLAS_Z0_13TEV_TOT operation: 'ratio' - #variants: - # v1: - # data_central: data_v1.yaml - # kinematics: - # file: kinematics_v1.yaml - # data_uncertainties: - # - uncertainties_v1.yaml \ No newline at end of file From ae65475e4156b520cbfdf2a23afafe7e0294cff9 Mon Sep 17 00:00:00 2001 From: enocera Date: Tue, 12 May 2026 17:38:43 +0200 Subject: [PATCH 5/6] Removed bugged version; updated kinematic variables --- .../ATLAS_Z0J_13TEV_PT/data_v1.yaml | 39 -- .../commondata/ATLAS_Z0J_13TEV_PT/filter.py | 2 +- .../ATLAS_Z0J_13TEV_PT/kinematics.yaml | 164 ++--- .../ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml | 457 -------------- .../ATLAS_Z0J_13TEV_PT/metadata.yaml | 4 +- .../ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml | 590 ------------------ 6 files changed, 85 insertions(+), 1171 deletions(-) delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data_v1.yaml delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml delete mode 100644 nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data_v1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data_v1.yaml deleted file mode 100644 index fd874e0693..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/data_v1.yaml +++ /dev/null @@ -1,39 +0,0 @@ -data_central: -- 0.0343165 -- 0.0291566 -- 0.0248037 -- 0.021268 -- 0.018325 -- 0.0156045 -- 0.01318 -- 0.0112073 -- 0.00955676 -- 0.00810287 -- 0.00678809 -- 0.00575628 -- 0.00487686 -- 0.00416884 -- 0.00352131 -- 0.00297507 -- 0.00254333 -- 0.00218319 -- 0.00187701 -- 0.0015932 -- 0.00135193 -- 0.0011323 -- 0.00095743 -- 0.000814977 -- 0.000653718 -- 0.000484859 -- 0.000329051 -- 0.000186048 -- 0.000104998 -- 6.12794e-05 -- 3.0584e-05 -- 1.22113e-05 -- 5.90263e-06 -- 2.77421e-06 -- 1.25134e-06 -- 5.5219e-07 -- 2.01646e-07 -- 5.11526e-08 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter.py index 04a4f5cce5..f4dfd6d967 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/filter.py @@ -41,7 +41,7 @@ def get_all(): 'pT': {'min': kin_value['low'], 'mid': 0.5 * (kin_value['low'] + kin_value['high']), 'max': kin_value['high']}, - 'm_ll2': {'min': None, 'mid': 8317.44, 'max': None},} + 'm_ll': {'min': None, 'mid': 91.2, 'max': None},} kinematics.append(kin) # Uncertainties diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics.yaml index f6194f3d60..c6a12622b6 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics.yaml @@ -3,327 +3,327 @@ bins: min: 6 mid: 7.0 max: 8 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 8 mid: 9.0 max: 10 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 10 mid: 11.0 max: 12 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 12 mid: 13.0 max: 14 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 14 mid: 15.0 max: 16 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 16 mid: 17.0 max: 18 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 18 mid: 19.0 max: 20 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 20 mid: 21.25 max: 22.5 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 22.5 mid: 23.75 max: 25 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 25 mid: 26.25 max: 27.5 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 27.5 mid: 28.75 max: 30 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 30 mid: 31.5 max: 33 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 33 mid: 34.5 max: 36 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 36 mid: 37.5 max: 39 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 39 mid: 40.5 max: 42 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 42 mid: 43.5 max: 45 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 45 mid: 46.5 max: 48 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 48 mid: 49.5 max: 51 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 51 mid: 52.5 max: 54 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 54 mid: 55.5 max: 57 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 57 mid: 59.0 max: 61 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 61 mid: 63.0 max: 65 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 65 mid: 67.5 max: 70 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 70 mid: 72.5 max: 75 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 75 mid: 77.5 max: 80 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 80 mid: 82.5 max: 85 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 85 mid: 90.0 max: 95 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 95 mid: 100.0 max: 105 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 105 mid: 115.0 max: 125 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 125 mid: 137.5 max: 150 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 150 mid: 162.5 max: 175 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 175 mid: 187.5 max: 200 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 200 mid: 225.0 max: 250 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 250 mid: 275.0 max: 300 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 300 mid: 325.0 max: 350 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 350 mid: 375.0 max: 400 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 400 mid: 435.0 max: 470 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 470 mid: 510.0 max: 550 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 550 mid: 600.0 max: 650 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 650 mid: 775.0 max: 900 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null - pT: min: 900 mid: 1700.0 max: 2500 - m_ll2: + m_ll: min: null - mid: 8317.44 + mid: 91.2 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml deleted file mode 100644 index b9fc4971f5..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/kinematics_v1.yaml +++ /dev/null @@ -1,457 +0,0 @@ -bins: -- pT: - min: 10 - mid: 11.0 - max: 12 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 12 - mid: 13.0 - max: 14 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 14 - mid: 15.0 - max: 16 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 16 - mid: 17.0 - max: 18 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 18 - mid: 19.0 - max: 20 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 20 - mid: 21.25 - max: 22.5 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 22.5 - mid: 23.75 - max: 25 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 25 - mid: 26.25 - max: 27.5 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 27.5 - mid: 28.75 - max: 30 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 30 - mid: 31.5 - max: 33 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 33 - mid: 34.5 - max: 36 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 36 - mid: 37.5 - max: 39 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 39 - mid: 40.5 - max: 42 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 42 - mid: 43.5 - max: 45 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 45 - mid: 46.5 - max: 48 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 48 - mid: 49.5 - max: 51 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 51 - mid: 52.5 - max: 54 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 54 - mid: 55.5 - max: 57 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 57 - mid: 59.0 - max: 61 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 61 - mid: 63.0 - max: 65 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 65 - mid: 67.5 - max: 70 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 70 - mid: 72.5 - max: 75 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 75 - mid: 77.5 - max: 80 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 80 - mid: 82.5 - max: 85 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 85 - mid: 90.0 - max: 95 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 95 - mid: 100.0 - max: 105 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 105 - mid: 115.0 - max: 125 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 125 - mid: 137.5 - max: 150 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 150 - mid: 162.5 - max: 175 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 175 - mid: 187.5 - max: 200 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 200 - mid: 225.0 - max: 250 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 250 - mid: 275.0 - max: 300 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 300 - mid: 325.0 - max: 350 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 350 - mid: 375.0 - max: 400 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 400 - mid: 435.0 - max: 470 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 470 - mid: 510.0 - max: 550 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 550 - mid: 600.0 - max: 650 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null -- pT: - min: 650 - mid: 775.0 - max: 900 - m_Z2: - min: null - mid: 8317.44 - max: null - sqrts: - min: null - mid: 13000.0 - max: null diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml index 0640e8471a..7b0f77f497 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml @@ -34,12 +34,12 @@ implemented_observables: x_scale: log plot_x: pT - kinematic_coverage: [pT, m_ll2] + kinematic_coverage: [pT, m_ll] kinematics: variables: pT: {description: "lepton pair transverse momentum", label: '$p_T$', units: ""} - m_ll2: {description: "lepton pair invariant mass squared", label: '$m_{\ell\ell}^2$', units: "GeV2"} + m_ll: {description: "lepton pair invariant mass", label: '$m_{\ell\ell}$', units: "GeV"} file: kinematics.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml deleted file mode 100644 index 3e4edc38ff..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/uncertainties_v1.yaml +++ /dev/null @@ -1,590 +0,0 @@ -definitions: - Stat (Data): - description: Stat (Data) from HEPDATA - treatment: ADD - type: UNCORR - Stat (MC): - description: Stat (MC) from HEPDATA - treatment: ADD - type: UNCORR - Efficiencies (Uncorellated): - description: Efficiencies (Uncorellated) from HEPDATA - treatment: ADD - type: UNCORR - Scale: - description: Scale from HEPDATA - treatment: ADD - type: CORR - Resolution: - description: Resolution from HEPDATA - treatment: ADD - type: CORR - Muon Saggita: - description: Muon Saggita from HEPDATA - treatment: ADD - type: CORR - Efficiencies (Corellated): - description: Efficiencies (Corellated) from HEPDATA - treatment: ADD - type: CORR - Isolation: - description: Isolation from HEPDATA - treatment: ADD - type: CORR - Trigger: - description: Trigger from HEPDATA - treatment: ADD - type: CORR - Muon (TTVA): - description: Muon (TTVA) from HEPDATA - treatment: ADD - type: CORR - Z-vertex reweighting: - description: Z-vertex reweighting from HEPDATA - treatment: ADD - type: CORR - Pile-Up: - description: Pile-Up from HEPDATA - treatment: ADD - type: CORR - Model: - description: Model from HEPDATA - treatment: ADD - type: CORR - Background: - description: Background from HEPDATA - treatment: ADD - type: CORR -bins: -- Stat (Data): 7.33895e-05 - Stat (MC): 5.61428e-05 - Efficiencies (Uncorellated): 7.62052e-06 - Scale: 3.77564e-05 - Resolution: 1.97555e-05 - Muon Saggita: 1.3535e-06 - Efficiencies (Corellated): 2.53077e-07 - Isolation: -3.21406e-07 - Trigger: 2.10548e-07 - Muon (TTVA): 6.50403e-08 - Z-vertex reweighting: 6.92879e-08 - Pile-Up: -1.71301e-06 - Model: 1.17742e-05 - Background: 2.6144e-06 -- Stat (Data): 7.17653e-05 - Stat (MC): 5.474e-05 - Efficiencies (Uncorellated): 7.12003e-06 - Scale: 1.98692e-05 - Resolution: 5.84463e-05 - Muon Saggita: 4.87774e-06 - Efficiencies (Corellated): 1.95681e-07 - Isolation: -2.92554e-07 - Trigger: 1.15319e-07 - Muon (TTVA): 3.40175e-08 - Z-vertex reweighting: 1.45025e-07 - Pile-Up: 5.05812e-07 - Model: -1.11864e-05 - Background: 2.53068e-06 -- Stat (Data): 6.94675e-05 - Stat (MC): 5.2111e-05 - Efficiencies (Uncorellated): 6.10127e-06 - Scale: 6.02976e-06 - Resolution: 6.11683e-05 - Muon Saggita: 3.25268e-06 - Efficiencies (Corellated): 1.52499e-07 - Isolation: -2.18755e-07 - Trigger: 9.71047e-08 - Muon (TTVA): 2.47162e-08 - Z-vertex reweighting: -1.00394e-07 - Pile-Up: -7.96941e-06 - Model: -1.47197e-05 - Background: 2.40286e-06 -- Stat (Data): 6.63969e-05 - Stat (MC): 4.86351e-05 - Efficiencies (Uncorellated): 4.94684e-06 - Scale: -2.79757e-06 - Resolution: 4.96738e-05 - Muon Saggita: 9.75616e-07 - Efficiencies (Corellated): 1.32704e-07 - Isolation: -1.42078e-07 - Trigger: 8.05904e-08 - Muon (TTVA): 2.73643e-08 - Z-vertex reweighting: -1.59619e-07 - Pile-Up: -6.7597e-06 - Model: -3.52029e-06 - Background: 2.39151e-06 -- Stat (Data): 6.17612e-05 - Stat (MC): 4.51803e-05 - Efficiencies (Uncorellated): 3.89108e-06 - Scale: -6.10522e-06 - Resolution: 3.30354e-05 - Muon Saggita: 2.83518e-06 - Efficiencies (Corellated): 1.27998e-07 - Isolation: -7.13211e-08 - Trigger: 8.29725e-08 - Muon (TTVA): 3.07492e-08 - Z-vertex reweighting: 1.00215e-07 - Pile-Up: -5.00779e-07 - Model: 8.49558e-06 - Background: 2.44995e-06 -- Stat (Data): 5.77664e-05 - Stat (MC): 4.23546e-05 - Efficiencies (Uncorellated): 2.98307e-06 - Scale: -1.10568e-05 - 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Efficiencies (Uncorellated): 4.83028e-06 - Scale: -1.86636e-06 - Resolution: 1.29541e-07 - Muon Saggita: -7.20025e-09 - Efficiencies (Corellated): 5.07157e-08 - Isolation: 5.03334e-08 - Trigger: 4.42277e-09 - Muon (TTVA): 5.04696e-09 - Z-vertex reweighting: 1.21902e-07 - Pile-Up: -1.60957e-06 - Model: 2.413e-06 - Background: 1.95583e-06 -- Stat (Data): 8.57885e-06 - Stat (MC): 5.54456e-06 - Efficiencies (Uncorellated): 4.5748e-06 - Scale: -1.01055e-06 - Resolution: 3.58043e-07 - Muon Saggita: 5.50235e-07 - Efficiencies (Corellated): 4.06072e-08 - Isolation: 5.54564e-08 - Trigger: 3.94941e-09 - Muon (TTVA): 3.29871e-09 - Z-vertex reweighting: 7.91474e-08 - Pile-Up: -4.53731e-07 - Model: 1.38539e-06 - Background: 1.1472e-06 -- Stat (Data): 6.71408e-06 - Stat (MC): 4.25548e-06 - Efficiencies (Uncorellated): 3.9375e-06 - Scale: -7.28519e-07 - Resolution: 7.01139e-08 - Muon Saggita: -7.57883e-08 - Efficiencies (Corellated): 3.23173e-08 - Isolation: 5.67922e-08 - Trigger: 3.41196e-09 - Muon (TTVA): 2.47786e-09 - Z-vertex reweighting: 1.98127e-08 - Pile-Up: -2.60461e-08 - Model: 1.11055e-06 - Background: 7.45763e-07 -- Stat (Data): 5.30023e-06 - Stat (MC): 3.18385e-06 - Efficiencies (Uncorellated): 3.44839e-06 - Scale: -4.23367e-07 - Resolution: 1.97343e-07 - Muon Saggita: 2.2637e-08 - Efficiencies (Corellated): 2.60259e-08 - Isolation: 6.69081e-08 - Trigger: 1.96811e-09 - Muon (TTVA): 1.53263e-09 - Z-vertex reweighting: 1.32503e-08 - Pile-Up: 2.11241e-07 - Model: 4.41613e-07 - Background: 5.08448e-07 -- Stat (Data): 4.3265e-06 - Stat (MC): 2.61206e-06 - Efficiencies (Uncorellated): 3.04439e-06 - Scale: -2.73916e-07 - Resolution: 1.35954e-07 - Muon Saggita: 4.65252e-08 - Efficiencies (Corellated): 1.76095e-08 - Isolation: 6.70416e-08 - Trigger: 1.48804e-09 - Muon (TTVA): 7.49586e-10 - Z-vertex reweighting: 3.37543e-08 - Pile-Up: -3.27592e-07 - Model: 4.21401e-07 - Background: 2.68876e-07 -- Stat (Data): 3.51926e-06 - Stat (MC): 2.15748e-06 - Efficiencies (Uncorellated): 2.66722e-06 - Scale: -1.28097e-07 - Resolution: -3.82766e-08 - Muon Saggita: -6.08179e-08 - Efficiencies (Corellated): 1.34607e-08 - Isolation: 6.52608e-08 - Trigger: 1.47186e-09 - Muon (TTVA): 3.26564e-10 - Z-vertex reweighting: 1.28093e-08 - Pile-Up: -4.9854e-07 - Model: -1.26955e-08 - Background: 1.52496e-07 -- Stat (Data): 2.7789e-06 - Stat (MC): 1.6112e-06 - Efficiencies (Uncorellated): 1.80584e-06 - Scale: -9.40508e-08 - Resolution: 3.78e-08 - Muon Saggita: -8.05586e-08 - Efficiencies (Corellated): 1.04764e-08 - Isolation: 6.94277e-08 - Trigger: 1.43169e-09 - Muon (TTVA): 3.50994e-10 - Z-vertex reweighting: 5.65969e-09 - Pile-Up: 2.46545e-07 - Model: 1.62069e-07 - Background: 1.01672e-07 From ed5d32ec5d20c747751e07bb258d4f1454f6e222 Mon Sep 17 00:00:00 2001 From: enocera Date: Tue, 12 May 2026 17:52:18 +0200 Subject: [PATCH 6/6] Fixed typos in metadata --- .../nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml index 7b0f77f497..0afbbd4ea3 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml @@ -2,7 +2,7 @@ setname: "ATLAS_Z0J_13TEV_PT" version: 2 -version_comment: "This version fixes a bug and extends the implementation version 1. The bug is as follows: In the previous version two HepData tables were used, separately for the central value and for the uncetainties (Tables 26 and 5, respectively). However, it was not realised that the two differ for th ebin normalisation, which is, on average, of 2 GeV. Uncertainties were therefore a factor of 2 smaller on average. The extension is as follows: in the previous version only a subset of pT bins were implemented. The full pT spectrum is now implemented. The bugged version, used for th epheno paper, is removed, but can be retrived from the github history." +version_comment: "This version fixes a bug and extends the implementation version 1. The bug is as follows: In the previous version two HepData tables were used, separately for the central value and for the uncertainties (Tables 26 and 5, respectively). However, it was not realised that the two differ for the bin normalisation, which is, on average, of 2 GeV. Uncertainties were therefore, on average, a factor of 2 smaller than what they should be. The extension is as follows: in the previous version only a subset of pT bins were implemented. The full pT spectrum is now implemented. The bugged version, used for the pheno paper, is removed, but can be retrieved from the github history." # References arXiv: