From ce3e2953400315fb4ead36d9e3137e432489501c Mon Sep 17 00:00:00 2001 From: achiefa Date: Thu, 16 Nov 2023 09:38:38 +0000 Subject: [PATCH 01/21] First commit LHCB 2022 --- .../LHCB_Z_13TEV_DIMUON_2022/data.yaml | 15 + .../LHCB_Z_13TEV_DIMUON_2022/filter.py | 308 + .../LHCB_Z_13TEV_DIMUON_2022/kinematics.yaml | 113 + .../LHCB_Z_13TEV_DIMUON_2022/metadata.yaml | 46 + .../rawdata/figure_13_(left).yaml | 14724 ++++++++++++++ .../rawdata/figure_13_(right).yaml | 16899 ++++++++++++++++ .../rawdata/figure_15_(left).yaml | 14724 ++++++++++++++ .../rawdata/figure_15_(right).yaml | 16899 ++++++++++++++++ .../rawdata/submission.yaml | 674 + .../rawdata/table_1.yaml | 39 + .../rawdata/table_10.yaml | 996 + .../rawdata/table_11.yaml | 612 + .../rawdata/table_12.yaml | 699 + .../rawdata/table_13.yaml | 58 + .../rawdata/table_14.yaml | 202 + .../rawdata/table_15.yaml | 162 + .../rawdata/table_16.yaml | 172 + .../rawdata/table_17.yaml | 688 + .../rawdata/table_18.yaml | 730 + .../rawdata/table_19.yaml | 159 + .../rawdata/table_2.yaml | 165 + .../rawdata/table_20.yaml | 148 + .../rawdata/table_21.yaml | 138 + .../rawdata/table_22.yaml | 739 + .../rawdata/table_23.yaml | 711 + .../rawdata/table_3.yaml | 133 + .../rawdata/table_4.yaml | 141 + .../rawdata/table_5.yaml | 724 + .../rawdata/table_6.yaml | 774 + .../rawdata/table_7.yaml | 996 + .../rawdata/table_8.yaml | 612 + .../rawdata/table_9.yaml | 699 + .../uncertainties.yaml | 616 + 33 files changed, 75515 insertions(+) create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/data.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_13_(left).yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_13_(right).yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_15_(left).yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_15_(right).yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/submission.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_1.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_10.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_11.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_12.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_13.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_14.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_15.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_16.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_17.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_18.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_19.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_2.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_20.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_21.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_22.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_23.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_3.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_4.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_5.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_6.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_7.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_8.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_9.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data.yaml new file mode 100644 index 0000000000..d587cc63de --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data.yaml @@ -0,0 +1,15 @@ +data_central: +- 5.7 +- 11.07 +- 11.44 +- 11.28 +- 9.94 +- 8.86 +- 7.75 +- 6.44 +- 5.16 +- 4.03 +- 2.88 +- 1.774 +- 0.674 +- 0.0361 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py new file mode 100644 index 0000000000..f932ad2fef --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py @@ -0,0 +1,308 @@ +import yaml +import numpy as np + + +######### Loading tables ################# +with open('metadata.yaml', 'r') as file: + metadata = yaml.safe_load(file) +ndata = metadata['implemented_observables'][0]['ndata'] + +# Correlated statistical uncertainties +hepdata_statcorr="rawdata/table_8.yaml" +with open(hepdata_statcorr, 'r') as file: + statcorr = yaml.safe_load(file) + +# pT data + diagonal uncertainties +hepdata_tables="rawdata/table_15.yaml" +with open(hepdata_tables, 'r') as file: + input = yaml.safe_load(file) + +# Systematic uncertainties +hepdata_sysunc="rawdata/table_20.yaml" +with open(hepdata_sysunc, 'r') as file: + syserr = yaml.safe_load(file) + +# Correlated selection efficiency +hepdata_effcorr="rawdata/table_11.yaml" +with open(hepdata_effcorr, 'r') as file: + effcorr = yaml.safe_load(file) +########################################## + + +def OuterDecomposition(A): + """ Compute the single value decomposition of the matrix A. + + Returns the set of vector \sigma_{i}^{(k)} defined as + + \sigma_{i}^{(k)} = v_{i}^{(k)} * \lambda^{(k)}, + + where v_{i}^{(k)} is the k-th eigenvector of the matrix A + associated to the k-th eigenvalue \lambda^{(k)}. The vectors + \sigma_{i}^{(k)} are defined such that + + A_{ij} = \sum_{k=1}^{dim(A)} \sigma_{i}^{(k)} \sigma_{j}^{(k)}. + + If A is a correlation matrix, for each data point i there will be + an associated vector \sigma_{i} = (sigma_{i}^{(1)}, ... , sigma_{i}^{(dim(A))}). + + Parameters + ---------- + A: the matrix to be decomposed. + + Returns + ------- + sigma: A matrix containing the set of vectors whose outer product reconstruct the original matrix. + The matrix has two indices sigma[i,k] - the first one refers to the component of the k-th + eigenvector, whereas the other one selects the eigenvalue. + + """ + eigenvalues, eigenvectors = np.linalg.eig(A) + sigma=np.zeros_like(A,dtype=float) + for i in range(np.size(eigenvalues)): + for j in range(np.size(eigenvalues)): + sigma[i][j] = eigenvectors[i][j]*np.sqrt(eigenvalues[j]) + return sigma + + + +def ReadCorrelationLHCB(table): + """ Decorator function for the function 'ExtractCorrelation'. + + This decorator function extracts the correlation matrix from + a yaml file. The file must be already loaded and indexed so + that it only contains the desired table. + + This function reconstructs a matrix given the array of entries that enter the correlation matrix. + + Parameters + ---------- + - table: the yaml table that contains the array of elements that + enter the correlation matrix. The map array-matrix is + indexed as follows: + ( (1,1), (1,2), ... , (1, N), (2,1), ... , (N,N)). + + Returns + ------- + Returns the correlation matrix indexed as corr[i][j]. + """ + def wrapper(*args, **kwargs): + corr = np.empty((ndata, ndata)) + values = table(*args, **kwargs) + for i in range(ndata): + for j in range(ndata): + corr[i][j] = np.reshape((values), (ndata,ndata))[i][j]['value'] + return corr + return wrapper + +@ReadCorrelationLHCB +def ExtractCorrelation(yaml_file): + return yaml_file['dependent_variables'][0]['values'] + + +def ComputeCovariance(corr_matrix, diag_terms): + """ Compute the covariance matrix out of the correlation matrix + + Compute the covariance matrix given the correlation matrix + and the set of diagonal uncertainties. + + Parameters + ---------- + - corr_matrix: is the correlation matrix as a 2D-array. + - diag_terms: is the 1D-array of diagonal uncertainties. + + Returns + ------- + Returns the covariance matrix as a 2D-array. + """ + cov = np.empty((ndata, ndata)) + for i in range(np.shape(corr_matrix)[0]): + for j in range(np.shape(corr_matrix)[0]): + cov[i][j] = corr_matrix[i][j] * diag_terms[i] * diag_terms[j] + + if np.allclose(cov, cov.T): + return cov + else: + raise Exception("The covariance matrix is not symmetric.") + +def CheckFunctions(B): + sigma = OuterDecomposition(B) + print('') + B_from_sigma=np.zeros_like(B,dtype=float) + for i in range(2): + for j in range(2): + for k in range(2): + B_from_sigma[i][j]=B_from_sigma[i][j] + sigma[i,k]*sigma[j,k] + + print("\n".join(["".join(["{:11}".format(item) for item in row]) for row in B])) + print('') + print("\n".join(["".join(["{:11}".format(item) for item in row]) for row in B_from_sigma])) + exit() + +# Dictionaries of uncertainties +uncertainties = { "Stat. unc" : { "description":"Total (correlated) statistical uncertainty with correlation matrix.", + "treatment":"ADD", + "source":"statistical", + "type":"CORR", + "correlation matrix":ExtractCorrelation(statcorr), + "label":"Statistical uncertainty", + "absolute":True}, + + "Eff(%)" : { "description":"Correlated uncertainties from the selection efficiencies with correlation matrix.", + "treatment":"MULT", + "source":"systematic", + "type":"CORR", + "correlation matrix":ExtractCorrelation(effcorr), + "label":"Efficiency", + "absolute":True}, + + "BKG(%)" : { "description":"Background contributions from heavy flavours, misidentified hadrons and physics processes.", + "treatment":"MULT", + "source":"systematic", + "correlation fraction":0.50, + "label":"Background", + "absolute":False}, + + "FSR(%)" : { "description":"Correlated uncertainties from final state radiation corrections.", + "treatment":"MULT", + "source":"systematic", + "correlation fraction":0.50, + "label":"Final state radiation", + "absolute":False}, + + "Closure(%)" : { "description":"Correlated uncertainties from closure test.", + "treatment":"MULT", + "source":"systematic", + "correlation fraction":0.50, + "label":"Closure", + "absolute":False}, + + "Alignment(%)" : { "description":"Correlated uncertainties from detector alignment and momentum scale calibration.", + "treatment":"MULT", + "source":"systematic", + "correlation fraction":0.50, + "label":"Alignment", + "absolute":False}, + + "Unfold(%)" : { "description":"Correlated uncertainties due to unfolding corrections applied only to pT.", + "treatment":"MULT", + "source":"systematic", + "label":"Unfold", + "type":"UNCORR", + "absolute":False}, + + "Luminosity" : { "description":"Systematic uncertainty from the luminosity.", + "treatment":"ADD", + "source":"systematic", + "label":"Luminosity", + "type":"CORR", + "absolute":True}} + + +def processData(): + + data_central = [] + kin = [] + error = [] + + values = input['dependent_variables'][0]['values'] + sqrt_s = input['dependent_variables'][0]['qualifiers'][3]['value'] + sys_errors = syserr['dependent_variables'] + + # Loop over data points + for j in range(len(values)): + + # Central value + data_central_value = values[j]['value'] + data_central.append(data_central_value) + + # Kinematics + pT_min = input['independent_variables'][0]['values'][j]['low'] + pT_max = input['independent_variables'][0]['values'][j]['high'] + kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, 'pT': {'min': pT_min, 'mid': None, 'max': pT_max}} + kin.append(kin_value) + + # Errors + error_value = {} + error_definition = {} + + # Statistical uncertainty + error_value[uncertainties['Stat. unc']['label']] = float(input['dependent_variables'][0]['values'][j]['errors'][0]['symerror']) + error_definition[uncertainties['Stat. unc']['label']] = {'description': uncertainties['Stat. unc']['description'], 'treatment': uncertainties['Stat. unc']['treatment'], 'type': uncertainties['Stat. unc']['type']} + + # Luminosity (systematic) uncertainty + error_value[uncertainties['Luminosity']['label']] = float(input['dependent_variables'][0]['values'][j]['errors'][2]['symerror']) + error_definition[uncertainties['Luminosity']['label']] = {'description': uncertainties['Luminosity']['description'], 'treatment': uncertainties['Luminosity']['treatment'], 'type': uncertainties['Luminosity']['type']} + + # Loop over sources of systematic uncertainties + for sys_error in sys_errors: + + # Check if the uncertainties in the dictionary 'uncertainties' + # match those contained in the HepData table. + if sys_error['header']['name'] in uncertainties: + error_name = str(sys_error['header']['name']) # Name of the uncertainty in the HepData table + error_label = uncertainties[error_name]['label'] # Name of the uncertainty in the 'uncertainties' dictionary + + # Check whether the uncertainty value is relative or absolute. + # If relative, compute the absolute value. + if not bool(uncertainties[error_name]['absolute']): + diag_val = sys_error['values'][j]['value'] * data_central[j] + else: diag_val = sys_error['values'][j]['value'] + + # If only a fraction of the systematic uncertainty is actually + # correlated, split the total uncertainty into a correlated and + # uncorrelated components such that they reconstruct the initial + # value if summed in quadrature. Each component are considered as + # completely different types of uncertainties and will be listed + # separately in the final 'uncertainties.yaml' file. + # Otherwise, just load the diagonal value of the uncertainty. + if 'correlation fraction' in uncertainties[error_name]: + corr_fr = uncertainties[error_name]['correlation fraction'] + description = uncertainties[error_name]['description'] + + error_definition[error_label + ' uncorrelated'] = {'description': description + '(uncorrelated)', + 'treatment': uncertainties[error_name]['treatment'], + 'type': 'UNCORR'} + error_value[error_label + ' uncorrelated'] = float(np.sqrt(1 - corr_fr) * diag_val) + + + error_definition[error_label + ' correlated'] = {'description': description + '(correlated)', + 'treatment': uncertainties[error_name]['treatment'], + 'type': 'CORR'} + error_value[error_label + ' correlated'] = float(np.sqrt(corr_fr) * diag_val) + else: + error_definition[error_label] = {'description':uncertainties[error_name]['description'], + 'treatment': uncertainties[error_name]['treatment'], + 'type': uncertainties[error_name]['type']} + error_value[error_label] = float(diag_val) + + else: raise Exception("There is a mismatch between the dictionary 'uncertainties' and the list of systematic uncertainties provided in the HepData table(s).") + + error.append(error_value) + + # Compute single value decomposition for those + # uncertainties that come with a correlation matrix. + for unc in uncertainties.values(): + if 'correlation matrix' in unc: + A = unc['correlation matrix'] + v = np.empty(np.size(error)) + for j,err in enumerate(error): + v[j] = err[unc['label']] + cov = ComputeCovariance(A,v) + sigma = OuterDecomposition(cov) + for i,dt in enumerate(error): + dt[unc['label']] = [float(sigma[i,k]) for k in range(np.size(error))] + + data_central_yaml = {'data_central': data_central} + kinematics_yaml = {'bins': kin} + uncertainties_yaml = {'definitions': error_definition, 'bins': error} + + 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) + + with open('uncertainties.yaml', 'w') as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + +processData() diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics.yaml new file mode 100644 index 0000000000..84280ae270 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics.yaml @@ -0,0 +1,113 @@ +bins: +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 0.0 + mid: null + max: 2.2 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 2.2 + mid: null + max: 3.4 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 3.4 + mid: null + max: 4.6 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 4.6 + mid: null + max: 5.8 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 5.8 + mid: null + max: 7.2 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 7.2 + mid: null + max: 8.7 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 8.7 + mid: null + max: 10.5 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 10.5 + mid: null + max: 12.8 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 12.8 + mid: null + max: 15.4 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 15.4 + mid: null + max: 19.0 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 19.0 + mid: null + max: 24.5 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 24.5 + mid: null + max: 34.0 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 34.0 + mid: null + max: 63.0 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 63.0 + mid: null + max: 270.0 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml new file mode 100644 index 0000000000..1b5fd85372 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml @@ -0,0 +1,46 @@ +setname: "LHCB_Z_13TEV_DIMUON_2022" + +nnpdf_metadata: + nnpdf31_process: "ZPT" + experiment: "LHCB" + +arXiv: + url: "https://arxiv.org/abs/2112.07458" +iNSPIRE: + url: "https://inspirehep.net/literature/1990313" +hepdata: + url: "https://www.hepdata.net/record/ins1990313" + version: 2 + +version: 1 +version_comment: "First implementation of the data set" + +implemented_observables: + + # pT data + - observable: {description: "single differential cross section w.r.t. pT", label: '$\frac{d\sigma}{dp_T}$', units: "$pb/GeV$"} + observable_name: PT + process_type: ZPT + ndata: 14 + tables: [8,11,15,20] + kinematics: + variables: + pT: {description: "transverse momentum", label: "$p_T$", units: "$GeV$"} + sqrt_s: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} + file: kinematics.yaml + data_central: data.yaml + data_uncertainties: + - uncertainties.yaml + kinematic_coverage: [pT_sqr, sqrt_s] + plotting: + kinematics_override: identity + x_scale: log + dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dp_T}$' + plot_x: pT + figure_by: + - pT + theory: + FK_tables: + - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT + operation: 'null' + diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_13_(left).yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_13_(left).yaml new file mode 100644 index 0000000000..a9af6e0124 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_13_(left).yaml @@ -0,0 +1,14724 @@ +dependent_variables: +- header: + name: Correlation coefficient + qualifiers: + - 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value: 71 + - value: 72 + - value: 73 + - value: 74 + - value: 75 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/submission.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/submission.yaml new file mode 100644 index 0000000000..3c43352e31 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/submission.yaml @@ -0,0 +1,674 @@ +--- +additional_resources: +- description: Created with hepdata_lib 0.10.1 + location: https://zenodo.org/record/4946277 +- description: All figures and tables, along with any supplementary material and additional + information, are available at + location: https://cern.ch/lhcbproject/Publications/p/LHCb-PAPER-2021-037.html +- description: arXiv + location: https://arxiv.org/abs/2112.07458 +comment: A precision measurement of the $Z$ boson production cross-section at $\sqrt{s} + = 13$ TeV in the forward regionis presented, using $pp$ collision data collected + by the LHCb detector, corresponding to an integrated luminosity of 5.1 fb$^{-1}$. + The production cross-section is measured using $Z\to \mu^+ \mu^-$ events within + the fiducial region defined as pseudorapidity $2.0<\eta<4.5$ and transverse momentum + $p_{T}>20$ GeV/$\it{c}$ for both muonsand dimuon invariant mass $60 \mu^{+} \mu^{-}$ cross-section + measurement. The total uncertainty is the quadratic sum of uncertainties from statistical, + systematic and luminosity contributions. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Integrated Cross Section +- name: observables + values: + - SIG +location: Data from Table 1 +name: Table 1 +--- +data_file: table_2.yaml +description: Final state radiation correction used in the $y^{Z}$ cross-section measurement. + The first uncertainty is statistical and the second is systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 2 +name: Table 2 +--- +data_file: table_3.yaml +description: Final state radiation correction used in the $p_{T}^{Z}$ cross-section + measurement. The first uncertainty is statistical and the second is systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 3 +name: Table 3 +--- +data_file: table_4.yaml +description: Final state radiation correction used in the $\phi_{\eta}^{*}$ cross-section + measurement. The first uncertainty is statistical and the second is systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 4 +name: Table 4 +--- +data_file: table_5.yaml +description: Final state radiation correction used in the $y^{Z}-p_{T}^{Z}$ cross-section + measurement. The first uncertainty is statistical and the second is systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Table 5 +name: Table 5 +--- +data_file: table_6.yaml +description: Final state radiation correction used in the $y^{Z}-\phi_{\eta}^{*}$ + cross-section measurement. The first uncertainty is statistical and the second is + systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Table 6 +name: Table 6 +--- +data_file: table_7.yaml +description: Correlation matrix of statistical uncertainty for one-dimensional $y^Z$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 7 +name: Table 7 +--- +data_file: table_8.yaml +description: Correlation matrix of statistical uncertainty for one-dimensional $p_{T}^{Z}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 8 +name: Table 8 +--- +data_file: table_9.yaml +description: Correlation matrix of statistical uncertainty for one-dimensional $\phi_{\eta}^{*}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 9 +name: Table 9 +--- +data_file: figure_13_(left).yaml +description: Correlation matrix of statistical uncertainty for two-dimensional $y^Z-p_{T}^{Z}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Figure 13 (left) +name: Figure 13 (left) +--- +data_file: figure_13_(right).yaml +description: Correlation matrix of statistical uncertainty for two-dimensional $y^Z-\phi_{\eta}^{*}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Figure 13 (right) +name: Figure 13 (right) +--- +data_file: table_10.yaml +description: Correlation matrix of efficiency uncertainty for one-dimensional $y^Z$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 10 +name: Table 10 +--- +data_file: table_11.yaml +description: Correlation matrix of efficiency uncertainty for one-dimensional $p_{T}^{Z}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 11 +name: Table 11 +--- +data_file: table_12.yaml +description: Correlation matrix of efficiency uncertainty for one-dimensional $\phi_{\eta}^{*}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 12 +name: Table 12 +--- +data_file: figure_15_(left).yaml +description: Correlation matrix of efficiency uncertainty for two-dimensional $y^Z-p_{T}^{Z}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Figure 15 (left) +name: Figure 15 (left) +--- +data_file: figure_15_(right).yaml +description: Correlation matrix of efficiency uncertainty for two-dimensional $y^Z-\phi_{\eta}^{*}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Figure 15 (right) +name: Figure 15 (right) +--- +data_file: table_13.yaml +description: Measured total $Z$-boson cross-section for different datasets. The first + uncertainty is statistical, the second systematic, and the third is due to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Integrated Cross Section +- name: observables + values: + - SIG +location: Data from Table 13 +name: Table 13 +--- +data_file: table_14.yaml +description: Measured single differential cross-sections in interval regions of $y^{Z}$. + The first uncertainty is statistical, the second systematic, and the third is due + to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 14 +name: Table 14 +--- +data_file: table_15.yaml +description: Measured single differential cross-sections in interval regions of $p_{T}^{Z}$. + The first uncertainty is statistical, the second systematic, and the third is due + to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 15 +name: Table 15 +--- +data_file: table_16.yaml +description: Measured single differential cross-sections in interval regions of $\phi_{\eta}^{*}$. + The first uncertainty is statistical, the second systematic, and the third is due + to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 16 +name: Table 16 +--- +data_file: table_17.yaml +description: Measured double differential cross-sections in interval regions of $y^{Z}$ + and $p_{T}^{Z}$. The first uncertainty is statistical, the second systematic, and + the third is due to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Table 17 +name: Table 17 +--- +data_file: table_18.yaml +description: Measured double differential cross-sections in interval regions of $y^{Z}$ + and $\phi_{\eta}^{*}$. The first uncertainty is statistical, the second systematic, + and the third is due to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Table 18 +name: Table 18 +--- +data_file: table_19.yaml +description: Systematic uncertainties in the single differential cross-sections in + interval regions of $y^{Z}$, presented in percentage. The contributions from efficiency + (Eff), background (BKG), final state radiation (FSR), closure test (Closure), and + alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 19 +name: Table 19 +--- +data_file: table_20.yaml +description: Systematic uncertainties in the single differential cross-sections in + interval regions of $p_{T}^{Z}$, presented in percentage. The contributions from + efficiency (Eff), background (BKG), final state radiation (FSR), closure test (Closure), + and alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 20 +name: Table 20 +--- +data_file: table_21.yaml +description: Systematic uncertainties in the single differential cross-sections in + interval regions of $\phi_{\eta}^{*}$, presented in percentage. The contributions + from efficiency (Eff), background (BKG), final state radiation (FSR), closure test + (Closure), and alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 21 +name: Table 21 +--- +data_file: table_22.yaml +description: Systematic uncertainties in the double differential cross-sections in + interval regions of $y^{Z}$ and $p_{T}^{Z}$, presented in percentage. The contributions + from efficiency (Eff), background (BKG), final state radiation (FSR), closure test + (Closure), and alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Table 22 +name: Table 22 +--- +data_file: table_23.yaml +description: Systematic uncertainties in the double differential cross-sections in + interval regions of $y^{Z}$ and $\phi_{\eta}^{*}$, presented in percentage. The + contributions from efficiency (Eff), background (BKG), final state radiation (FSR), + closure test (Closure), and alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Table 23 +name: Table 23 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_1.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_1.yaml new file mode 100644 index 0000000000..7ffbfb0fb1 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_1.yaml @@ -0,0 +1,39 @@ +dependent_variables: +- header: + name: $\Delta\sigma/\sigma$ [%] + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 GeV/$\it{c}^{2}$ + - name: $p_{T}(\mu^{\pm})$ + value: $>20$ GeV/$\it{c}$ + - name: SQRT(S) + units: TeV + value: 13 + - name: LUMINOSITY + units: fb$^{-1}$ + value: 5.1 + values: + - value: 0.11 + - value: 0.06 + - value: 0.0 + - value: 0.77 + - value: 0.23 + - value: 0.15 + - value: 0.82 + - value: 2.0 + - value: 2.16 +independent_variables: +- header: + name: Source + values: + - value: Statistical + - value: Background + - value: Alignment&calibration + - value: Efficiency + - value: Closure + - value: FSR + - value: Total Systematic (excl. lumi.) + - value: Luminosity + - value: Total diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_10.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_10.yaml new file mode 100644 index 0000000000..5433878d72 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_10.yaml @@ -0,0 +1,996 @@ +dependent_variables: +- header: + name: Correlation coefficient + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 GeV/$\it{c}^{2}$ + - name: $p_{T}(\mu^{\pm})$ + value: $>20$ GeV/$\it{c}$ + - name: SQRT(S) + units: TeV + value: 13 + - name: LUMINOSITY + units: fb$^{-1}$ + value: 5.1 + values: + - value: 1.0 + - value: 0.83586 + - value: 0.67227 + - value: 0.57398 + - value: 0.48914 + - value: 0.4291 + - value: 0.37018 + - value: 0.31015 + - value: 0.24555 + - value: 0.16656 + - value: 0.085521 + - value: 0.021072 + - value: 0.0023384 + - value: 0.00012501 + - value: 4.2774e-06 + - value: 5.6088e-07 + - value: 0.0 + - value: 0.0 + - value: 0.83586 + - value: 1.0 + - value: 0.92164 + - value: 0.81223 + - value: 0.69784 + - value: 0.61911 + - value: 0.54924 + - value: 0.46829 + - value: 0.38417 + - value: 0.28822 + - value: 0.17594 + - value: 0.064791 + - value: 0.014276 + - value: 0.0023981 + - value: 0.00023209 + - value: 2.9784e-05 + - value: 2.4648e-06 + - value: 0.0 + - value: 0.67227 + - value: 0.92164 + - value: 1.0 + - value: 0.94803 + - value: 0.83958 + - value: 0.74606 + - value: 0.67298 + - value: 0.58928 + - 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high: 2.0 + low: 1.2 + - high: 4.0 + low: 2.0 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_22.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_22.yaml new file mode 100644 index 0000000000..01e90df976 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_22.yaml @@ -0,0 +1,739 @@ +dependent_variables: +- header: + name: Eff(%) + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 GeV/$\it{c}^{2}$ + - name: $p_{T}(\mu^{\pm})$ + value: $>20$ GeV/$\it{c}$ + - name: SQRT(S) + units: TeV + value: 13 + - name: LUMINOSITY + units: fb$^{-1}$ + value: 5.1 + values: + - value: 0.73 + - value: 0.73 + - value: 0.69 + - value: 0.74 + - value: 0.68 + - value: 0.68 + - value: 0.67 + - value: 0.68 + - value: 0.67 + - value: 0.69 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.71 + - value: 0.78 + - value: 0.66 + - value: 0.68 + - value: 0.67 + - value: 0.66 + - value: 0.66 + - value: 0.66 + - 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high: 19.0 + low: 15.4 + - high: 24.5 + low: 19.0 + - high: 34.0 + low: 24.5 + - high: 63.0 + low: 34.0 + - high: 270.0 + low: 63.0 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_23.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_23.yaml new file mode 100644 index 0000000000..5b9028b306 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_23.yaml @@ -0,0 +1,711 @@ +dependent_variables: +- header: + name: Eff(%) + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 GeV/$\it{c}^{2}$ + - name: $p_{T}(\mu^{\pm})$ + value: $>20$ GeV/$\it{c}$ + - name: SQRT(S) + units: TeV + value: 13 + - name: LUMINOSITY + units: fb$^{-1}$ + value: 5.1 + values: + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.67 + - value: 0.65 + - value: 0.65 + - 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0.004558592429386197 + - 0.00635279736864509 + - 0.005185330094156103 + - 0.004725777479015956 + - 0.0011999059207537452 + - 0.0002037747738021259 + - -0.028074119885969542 + - -5.54374020094387e-05 + - 1.929407697776092e-07 + - 7.723501989124826e-07 + - -3.091715609481012e-08 + - -2.5384840014483115e-09 + - -4.347024666130148e-12 + - -3.0155542744493154e-16 + Luminosity: 0.11 + Efficiency: + - -0.8083088859980516 + - 0.04521144876951002 + - 0.0131390693069447 + - 0.02154395636207671 + - 0.003782640375100442 + - 6.538096457197633e-05 + - -0.0018539355422540317 + - -0.005531264857635198 + - -0.0001809564289499007 + - -0.0014407312464182497 + - -0.000611798113705061 + - 0.0020175212139740216 + - 0.0009366289764558373 + - -0.00034277338891398077 + Background uncorrelated: 0.20152543263816608 + Background correlated: 0.20152543263816608 + Final state radiation uncorrelated: 0.967322076663197 + Final state radiation correlated: 0.967322076663197 + Closure uncorrelated: 2.0152543263816605 + Closure correlated: 2.0152543263816605 + Alignment uncorrelated: 4.433559518039654 + Alignment correlated: 4.433559518039654 + Unfold: 1.197 +- Statistical uncertainty: + - 0.02964107288116631 + - 0.03265911299341553 + - 0.018116517161291784 + - 0.013623238309892465 + - 0.0016999020868603764 + - 9.574996118154905e-05 + - 0.0061715550925234754 + - 3.731421378936821e-05 + - 1.0277105412093933e-06 + - -4.524239206038606e-09 + - 7.953530005405848e-08 + - 9.115315672553139e-09 + - 1.6815574722472447e-11 + - 1.1703155103603129e-15 + Luminosity: 0.22 + Efficiency: + - -0.8280657380165783 + - 0.05488533115114922 + - -0.001155230340851906 + - -0.009340094082834352 + - 0.005460722698162775 + - 0.005162312819346266 + - -0.0036334326458356326 + - -0.0017148291566863882 + - 0.0007490357040311358 + - -0.002270773873932215 + - 0.0026678969306084014 + - 0.000754853153882223 + - -0.002698486348381014 + - 0.0035866168810026623 + Background uncorrelated: 0.6262137654188066 + Background correlated: 0.6262137654188066 + Final state radiation uncorrelated: 5.244540285382505 + Final state radiation correlated: 5.244540285382505 + Closure uncorrelated: 1.4089809721923146 + Closure correlated: 1.4089809721923146 + Alignment uncorrelated: 6.4186910955427665 + Alignment correlated: 6.4186910955427665 + Unfold: 3.6531000000000002 +- Statistical uncertainty: + - 0.038899573769465415 + - 0.004789804644830368 + - -0.020867658080595538 + - -0.022373239724438724 + - -0.0049481982936888545 + - -0.0004302961293107833 + - -0.0017830284089124452 + - -0.00010444860655919565 + - -1.050875838479406e-06 + - -6.683204914786497e-07 + - -2.6649791418981557e-09 + - -2.1527942599184096e-08 + - -5.106952387920368e-11 + - -3.606363500266666e-15 + Luminosity: 0.23 + Efficiency: + - -0.7683419335826438 + - 0.04964630987091172 + - -0.002925385384701863 + - -8.702614229019373e-06 + - -0.0007704158596832827 + - -0.006463369320192668 + - -0.0023109148698613733 + - -0.0011342737575797642 + - -0.0013063828097473122 + - 0.002146637123274506 + - 0.0007673258166428913 + - 0.0002738879148038305 + - -0.004269659495309624 + - 0.0017762287447747234 + Background uncorrelated: 0.5662511103741873 + Background correlated: 0.5662511103741873 + Final state radiation uncorrelated: 4.125543804154793 + Final state radiation correlated: 4.125543804154793 + Closure uncorrelated: 3.6401857095483465 + Closure correlated: 3.6401857095483465 + Alignment uncorrelated: 6.22876221411606 + Alignment correlated: 6.22876221411606 + Unfold: 5.8344 +- Statistical uncertainty: + - 0.030264620533085308 + - -0.033723092086143026 + - -1.5349252494360467e-05 + - 0.017874013797384822 + - 0.011180162893410967 + - 0.0013688363281481619 + - 0.0005453229305813198 + - 0.0003975489219441154 + - 4.354092394927673e-06 + - 1.6986689136318899e-06 + - 7.169567228916004e-08 + - 7.347003020866708e-09 + - 3.275077618511302e-12 + - 1.6262049793002531e-16 + Luminosity: 0.23 + Efficiency: + - -0.7983138374807233 + - 0.04760099115886182 + - 0.013443286102785926 + - -0.01369478814296099 + - 0.0018994870876054475 + - -0.0032683268726077562 + - 0.0007117819247470534 + - -0.003889744020043733 + - -0.0008019202258447762 + - -0.00067804349895607 + - 0.002398310617205891 + - -0.0018403089669637356 + - 0.00426107261004694 + - -0.001602629229894157 + Background uncorrelated: 0.6380931593427405 + Background correlated: 0.6380931593427405 + Final state radiation uncorrelated: 1.435709608521166 + Final state radiation correlated: 1.435709608521166 + Closure uncorrelated: 2.4726109924531197 + Closure correlated: 2.4726109924531197 + Alignment uncorrelated: 6.85950146293446 + Alignment correlated: 6.85950146293446 + Unfold: 5.1888 +- Statistical uncertainty: + - 0.008905614930091343 + - -0.01660441321811774 + - 0.021743616627007446 + - -0.00430860831544183 + - -0.0269960915255488 + - -0.004647089877103755 + - -0.0002569058896180564 + - -0.0017842446202120741 + - -2.154025563206819e-05 + - -1.0922248605281799e-05 + - -1.4806373858279857e-09 + - 8.289451404040114e-09 + - 9.29325787769696e-11 + - 6.967512933720243e-15 + Luminosity: 0.2 + Efficiency: + - -0.7787835270983532 + - 0.03991760697872252 + - -0.0034155889434568628 + - 0.00332967892511601 + - -0.008135934018597808 + - -0.0103895709690587 + - 0.009574891469812472 + - 0.0010810279628349652 + - 0.0006484223485932943 + - -0.0011771553326059279 + - -0.000155873287290295 + - -0.002772896362431464 + - -0.00021337307894351746 + - 0.0018710594235433892 + Background uncorrelated: 0.4920048983495999 + Background correlated: 0.4920048983495999 + Final state radiation uncorrelated: 1.6868739371986277 + Final state radiation correlated: 1.6868739371986277 + Closure uncorrelated: 3.0926022181974844 + Closure correlated: 3.0926022181974844 + Alignment uncorrelated: 4.287471257046512 + Alignment correlated: 4.287471257046512 + Unfold: 1.988 +- Statistical uncertainty: + - 0.002270367971421995 + - -0.006394469646095323 + - 0.024725390696247587 + - -0.024419552106714815 + - 0.015580589433314751 + - 0.008488342948238472 + - 7.782004082437915e-05 + - 0.005609680902491921 + - 0.00010787529534482454 + - 6.140897318551474e-05 + - 1.3891228613342958e-07 + - -3.5558751048246505e-08 + - -7.356623516854245e-10 + - -5.5759984349431545e-14 + Luminosity: 0.18 + Efficiency: + - -0.7787788838465987 + - 0.0396128438289861 + - 0.013232375781634878 + - 0.000726991080985398 + - 0.0029720136441387054 + - -0.004236856169953172 + - -0.004839649351676977 + - 0.009429067167150586 + - 0.0005882661898343633 + - 0.001868226815884745 + - -0.00031907753495367963 + - 0.0023914624579313877 + - 0.0025915155646027313 + - 0.0017781676367372174 + Background uncorrelated: 0.6264966081312812 + Background correlated: 0.6264966081312812 + Final state radiation uncorrelated: 4.134877613666456 + Final state radiation correlated: 4.134877613666456 + Closure uncorrelated: 2.067438806833228 + Closure correlated: 2.067438806833228 + Alignment uncorrelated: 4.573425239358352 + Alignment correlated: 4.573425239358352 + Unfold: 2.3922 +- Statistical uncertainty: + - 0.0003078939245752913 + - -0.0010337735254794124 + - 0.005686152581225383 + - -0.006845046994997609 + - 0.010056735476270498 + - -0.01668336017546027 + - 6.042457257921499e-05 + - -0.02096723924862787 + - -0.0006208763143701142 + - -0.00040350740880373636 + - -6.575868985152716e-07 + - -8.599524785082738e-08 + - 4.4894884267546224e-09 + - 3.4548949255323226e-13 + Luminosity: 0.15 + Efficiency: + - -0.7893434419229094 + - 0.028313075565148144 + - 0.0065232433223783555 + - 0.00199772948623732 + - -0.005468379927291569 + - 0.006959886046532157 + - -0.004920092580329158 + - 0.006228714904914105 + - -0.0003269528489724479 + - -0.001188187633709017 + - -0.0025647415540529604 + - -0.00564997311684016 + - -0.0013378822030119728 + - -0.002366582631210107 + Background uncorrelated: 0.4932069798776169 + Background correlated: 0.4932069798776169 + Final state radiation uncorrelated: 2.7948395526398295 + Final state radiation correlated: 2.7948395526398295 + Closure uncorrelated: 1.3152186130069783 + Closure correlated: 1.3152186130069783 + Alignment uncorrelated: 3.2332457569754887 + Alignment correlated: 3.2332457569754887 + Unfold: 2.48 +- Statistical uncertainty: + - 4.818184651701829e-05 + - -0.00014720284398588926 + - 0.0010310135458158332 + - -0.0014708913400625664 + - 0.004308098947984354 + - -0.02474827731463312 + - -0.00010976918070739071 + - 0.016041076259098 + - 0.002262965419339299 + - 0.0018064696261709157 + - 5.581062693959797e-06 + - 8.919749836192827e-08 + - 1.164918360229593e-09 + - 8.922814344641149e-14 + Luminosity: 0.13 + Efficiency: + - -0.7693894863871554 + - 0.02750885268920737 + - 0.004898933128235253 + - -0.007150381692775514 + - 0.005219964016293937 + - -0.0017173626483758908 + - 0.002960264760842273 + - -0.0032781521312497445 + - 0.0007293713605442574 + - 0.001057352153594748 + - -0.005517825123113099 + - 0.0015700752564978407 + - -0.002177766983779075 + - -0.004352329634055985 + Background uncorrelated: 0.4553767670841367 + Background correlated: 0.4553767670841367 + Final state radiation uncorrelated: 1.9581200984617877 + Final state radiation correlated: 1.9581200984617877 + Closure uncorrelated: 1.548281008086065 + Closure correlated: 1.548281008086065 + Alignment uncorrelated: 1.775969391628133 + Alignment correlated: 1.775969391628133 + Unfold: 1.932 +- Statistical uncertainty: + - 4.347863216946676e-06 + - -9.168014172277141e-06 + - 6.834489177212645e-05 + - -0.00010050529074668107 + - 0.0003879875491634156 + - -0.0029364823328892993 + - -1.8002643380471157e-05 + - 0.003123684659292949 + - -0.013673099037840518 + - -0.013946171374678578 + - -6.777187296399875e-05 + - -2.364971255145856e-06 + - -2.559751472692302e-10 + - 4.256769942551788e-15 + Luminosity: 0.1 + Efficiency: + - -0.7697247706739911 + - 0.012589881187387427 + - -0.006033607347009435 + - -0.0013905404919376434 + - -0.002048901380139522 + - 0.009153409504499268 + - 0.009322570040709393 + - 0.004869084015798396 + - -0.0007528543548562363 + - -0.0005869515366459656 + - -0.0003843732596469172 + - 0.005208859069285222 + - 0.0003763216641306505 + - 1.4592969149265026e-05 + Background uncorrelated: 0.4013538090014844 + Background correlated: 0.4013538090014844 + Final state radiation uncorrelated: 1.3135215567321308 + Final state radiation correlated: 1.3135215567321308 + Closure uncorrelated: 0.8027076180029687 + Closure correlated: 0.8027076180029687 + Alignment uncorrelated: 1.5689285260967116 + Alignment correlated: 1.5689285260967116 + Unfold: 1.032 +- Statistical uncertainty: + - 2.13148697190124e-06 + - -9.62759934727998e-07 + - 6.915318673303332e-06 + - -8.272760685588971e-06 + - 3.305711072900163e-05 + - -0.0002854369268947398 + - -1.326173475114932e-06 + - 0.0004628109293477399 + - -0.015653110267106536 + - 0.0124267865292239 + - 0.0005077980345141581 + - 1.9293030560096476e-05 + - 2.8441464379354166e-08 + - 1.9769425810006736e-12 + Luminosity: 0.08 + Efficiency: + - -0.7698596086078823 + - 0.0007454300765481304 + - -0.006497237289232156 + - 0.003270863944295499 + - 0.0010965437252839847 + - 0.009865646136503639 + - 0.003221614681127679 + - -0.004522344553491411 + - 0.00034673562602191137 + - 0.0030630836566734824 + - 2.4970566769468983e-05 + - -0.00389810943730324 + - 0.001677414659656155 + - 0.002416326509771577 + Background uncorrelated: 0.3419568393818144 + Background correlated: 0.3419568393818144 + Final state radiation uncorrelated: 1.481812970654529 + Final state radiation correlated: 1.481812970654529 + Closure uncorrelated: 1.2253453411181683 + Closure correlated: 1.2253453411181683 + Alignment uncorrelated: 1.0258705181454433 + Alignment correlated: 1.0258705181454433 + Unfold: 0.3627 +- Statistical uncertainty: + - 5.414920353606815e-07 + - -8.945318774112891e-08 + - 5.592371853469523e-07 + - -2.0081258809837523e-07 + - 1.0931346761839279e-06 + - -7.189443991670398e-06 + - 1.326508824417429e-07 + - 1.2811321346061685e-05 + - -0.0007047366210342642 + - 0.0007305064856784008 + - -0.009937409896442907 + - -0.0004662328892148904 + - -5.723297468401714e-07 + - -3.869156980163218e-11 + Luminosity: 0.06 + Efficiency: + - -0.7696159479067276 + - -0.018179884172743074 + - -0.012416176322460799 + - 0.0038095589503673454 + - -0.0033912365008456177 + - -8.97706203861456e-05 + - -0.0014336584746549226 + - 0.0006533952485740918 + - 0.0005256581716917636 + - 0.0007883055661584111 + - 0.0073173797975356935 + - 0.0009378695584032146 + - -0.0006863844637900766 + - -0.004725146269254748 + Background uncorrelated: 0.22401142827989826 + Background correlated: 0.22401142827989826 + Final state radiation uncorrelated: 1.2626098684866993 + Final state radiation correlated: 1.2626098684866993 + Closure uncorrelated: 0.9367750637159382 + Closure correlated: 0.9367750637159382 + Alignment uncorrelated: 0.6516696095415222 + Alignment correlated: 0.6516696095415222 + Unfold: 0.432 +- Statistical uncertainty: + - 8.713238524819304e-08 + - -2.0229110227037713e-08 + - 1.1242820575981207e-07 + - -3.137620774514778e-07 + - 2.6484386686376966e-07 + - -5.299164090750685e-07 + - -1.5093268612664695e-08 + - 2.0210431687649932e-07 + - -8.489689913711453e-06 + - 9.709379135195977e-06 + - -0.0006663047459636596 + - 0.0069681831921653056 + - 1.7150158486020874e-05 + - 1.2142866502723713e-09 + Luminosity: 0.035 + Efficiency: + - -0.7682877083818773 + - -0.04520058463568184 + - -0.01835007911337622 + - -0.003817359710827482 + - -0.011924914240574735 + - -0.0008911758558716056 + - -0.007480225059531727 + - -0.004115029524257743 + - 7.987985908757184e-05 + - -0.0003248217984054882 + - -0.003337229577213784 + - 0.0028282250232295678 + - 0.0019303959897832136 + - 0.0008645077250441389 + Background uncorrelated: 0.10035259438599485 + Background correlated: 0.10035259438599485 + Final state radiation uncorrelated: 0.17561704017549098 + Final state radiation correlated: 0.17561704017549098 + Closure uncorrelated: 0.5268511205264729 + Closure correlated: 0.5268511205264729 + Alignment uncorrelated: 0.3010577831579845 + Alignment correlated: 0.3010577831579845 + Unfold: 0.1774 +- Statistical uncertainty: + - 2.1554454052849838e-10 + - -9.032953208983173e-10 + - 6.850654023218481e-09 + - -9.477325430043306e-09 + - 2.064296421421314e-08 + - -6.138696799886423e-08 + - 6.5322020738734006e-12 + - -3.5632788148457345e-08 + - -9.213530722020195e-08 + - 5.286346507565539e-08 + - -2.8639349179486034e-06 + - 5.991336518539957e-05 + - -0.0019991003341345874 + - -1.5403463262605058e-07 + Luminosity: 0.013 + Efficiency: + - -0.7532116078659552 + - -0.09649332274012615 + - -0.027585682122644645 + - 0.002148711498138137 + - 0.012704590427790376 + - -0.004362455255635724 + - -0.00020614817689623404 + - 0.002819574138737757 + - -0.0003268397647542924 + - -0.0009571836832307475 + - -0.0012764370751949155 + - -0.0019439403767838113 + - 0.0009274955540931109 + - -6.344647569602852e-05 + Background uncorrelated: 0.03336129793638132 + Background correlated: 0.03336129793638132 + Final state radiation uncorrelated: 0.0619566961675653 + Final state radiation correlated: 0.0619566961675653 + Closure uncorrelated: 0.3431447787742078 + Closure correlated: 0.3431447787742078 + Alignment uncorrelated: 0.06672259587276264 + Alignment correlated: 0.06672259587276264 + Unfold: 0.020220000000000002 +- Statistical uncertainty: + - 1.9246948768867745e-16 + - -1.0650368093204378e-15 + - 1.094226098022571e-14 + - -1.7072279102424965e-14 + - 5.052536573494471e-14 + - -1.8798145636020902e-13 + - 2.399198033459067e-17 + - -1.4641517149154843e-13 + - -6.411599211105211e-13 + - 4.566000359844371e-13 + - -8.779288102814806e-11 + - 3.746530914452781e-09 + - -1.5398033015644414e-06 + - 0.00019999407239152937 + Luminosity: 0.0007 + Efficiency: + - -0.7415817573762584 + - -0.2055822956117531 + - 0.026115015155519655 + - -0.001403133725408402 + - -0.001681019943457174 + - -0.0001822066787814464 + - 0.0013248934143389257 + - -0.0005975244310985503 + - -4.6456581584906865e-06 + - -2.6288607493395144e-05 + - 0.0007973509255727899 + - 0.00015211981635994228 + - -0.0013465922193927379 + - 0.0010048479353327376 + Background uncorrelated: 0.0028079210280917803 + Background correlated: 0.0028079210280917803 + Final state radiation uncorrelated: 0.009444825276308716 + Final state radiation correlated: 0.009444825276308716 + Closure uncorrelated: 0.013784339592450559 + Closure correlated: 0.013784339592450559 + Alignment uncorrelated: 0.006892169796225279 + Alignment correlated: 0.006892169796225279 + Unfold: 0.002166 From ecc6a171bdb0a8e57857ba7d6715fa9f83c6595b Mon Sep 17 00:00:00 2001 From: achiefa Date: Thu, 16 Nov 2023 14:16:28 +0000 Subject: [PATCH 02/21] Corrected luminosity uncertainty type --- .../LHCB_Z_13TEV_DIMUON_2022/filter.py | 2 +- .../uncertainties.yaml | 334 +++++++++--------- 2 files changed, 168 insertions(+), 168 deletions(-) diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py index f932ad2fef..d953d2983f 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py @@ -194,7 +194,7 @@ def CheckFunctions(B): "treatment":"ADD", "source":"systematic", "label":"Luminosity", - "type":"CORR", + "type":"LHCB_LUM", "absolute":True}} diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties.yaml index 72f2ede3ec..03f78b0413 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties.yaml @@ -6,7 +6,7 @@ definitions: Luminosity: description: Systematic uncertainty from the luminosity. treatment: ADD - type: CORR + type: LHCB_LUM Efficiency: description: Correlated uncertainties from the selection efficiencies with correlation matrix. @@ -74,17 +74,17 @@ bins: - -0.8083088859980516 - 0.04521144876951002 - 0.0131390693069447 - - 0.02154395636207671 - - 0.003782640375100442 - - 6.538096457197633e-05 - - -0.0018539355422540317 - - -0.005531264857635198 - - -0.0001809564289499007 - - -0.0014407312464182497 - - -0.000611798113705061 - - 0.0020175212139740216 - - 0.0009366289764558373 - - -0.00034277338891398077 + - 0.0215439563620767 + - 0.003782640375100431 + - 6.538096457197347e-05 + - -0.0018539355422540415 + - -0.0055312648576352095 + - -0.00018095642894989925 + - 0.0014407312464182456 + - 0.0006117981137050469 + - 0.00201752121397403 + - 0.000936628976455839 + - -0.00034277338891397654 Background uncorrelated: 0.20152543263816608 Background correlated: 0.20152543263816608 Final state radiation uncorrelated: 0.967322076663197 @@ -113,18 +113,18 @@ bins: Efficiency: - -0.8280657380165783 - 0.05488533115114922 - - -0.001155230340851906 - - -0.009340094082834352 - - 0.005460722698162775 - - 0.005162312819346266 - - -0.0036334326458356326 - - -0.0017148291566863882 - - 0.0007490357040311358 - - -0.002270773873932215 - - 0.0026678969306084014 - - 0.000754853153882223 - - -0.002698486348381014 - - 0.0035866168810026623 + - -0.0011552303408519067 + - -0.00934009408283436 + - 0.005460722698162756 + - 0.00516231281934626 + - -0.0036334326458356426 + - -0.0017148291566863945 + - 0.0007490357040311361 + - 0.002270773873932223 + - -0.002667896930608393 + - 0.0007548531538821905 + - -0.0026984863483810306 + - 0.0035866168810026688 Background uncorrelated: 0.6262137654188066 Background correlated: 0.6262137654188066 Final state radiation uncorrelated: 5.244540285382505 @@ -153,18 +153,18 @@ bins: Efficiency: - -0.7683419335826438 - 0.04964630987091172 - - -0.002925385384701863 - - -8.702614229019373e-06 - - -0.0007704158596832827 - - -0.006463369320192668 - - -0.0023109148698613733 - - -0.0011342737575797642 - - -0.0013063828097473122 - - 0.002146637123274506 - - 0.0007673258166428913 - - 0.0002738879148038305 - - -0.004269659495309624 - - 0.0017762287447747234 + - -0.002925385384701861 + - -8.702614229020938e-06 + - -0.0007704158596832678 + - -0.00646336932019268 + - -0.0023109148698613577 + - -0.0011342737575797646 + - -0.0013063828097473118 + - -0.0021466371232745016 + - -0.0007673258166428853 + - 0.0002738879148038194 + - -0.004269659495309633 + - 0.0017762287447747216 Background uncorrelated: 0.5662511103741873 Background correlated: 0.5662511103741873 Final state radiation uncorrelated: 4.125543804154793 @@ -193,18 +193,18 @@ bins: Efficiency: - -0.7983138374807233 - 0.04760099115886182 - - 0.013443286102785926 - - -0.01369478814296099 - - 0.0018994870876054475 - - -0.0032683268726077562 - - 0.0007117819247470534 - - -0.003889744020043733 - - -0.0008019202258447762 - - -0.00067804349895607 - - 0.002398310617205891 - - -0.0018403089669637356 - - 0.00426107261004694 - - -0.001602629229894157 + - 0.01344328610278592 + - -0.013694788142961007 + - 0.0018994870876054433 + - -0.0032683268726077606 + - 0.0007117819247470584 + - -0.00388974402004374 + - -0.0008019202258447742 + - 0.0006780434989560625 + - -0.002398310617205888 + - -0.001840308966963759 + - 0.004261072610046948 + - -0.0016026292298941564 Background uncorrelated: 0.6380931593427405 Background correlated: 0.6380931593427405 Final state radiation uncorrelated: 1.435709608521166 @@ -233,18 +233,18 @@ bins: Efficiency: - -0.7787835270983532 - 0.03991760697872252 - - -0.0034155889434568628 - - 0.00332967892511601 - - -0.008135934018597808 - - -0.0103895709690587 - - 0.009574891469812472 - - 0.0010810279628349652 - - 0.0006484223485932943 - - -0.0011771553326059279 - - -0.000155873287290295 - - -0.002772896362431464 - - -0.00021337307894351746 - - 0.0018710594235433892 + - -0.003415588943456864 + - 0.0033296789251160137 + - -0.008135934018597775 + - -0.010389570969058686 + - 0.009574891469812507 + - 0.0010810279628349648 + - 0.0006484223485932946 + - 0.00117715533260593 + - 0.00015587328729031887 + - -0.002772896362431461 + - -0.0002133730789435255 + - 0.0018710594235433853 Background uncorrelated: 0.4920048983495999 Background correlated: 0.4920048983495999 Final state radiation uncorrelated: 1.6868739371986277 @@ -273,18 +273,18 @@ bins: Efficiency: - -0.7787788838465987 - 0.0396128438289861 - - 0.013232375781634878 - - 0.000726991080985398 - - 0.0029720136441387054 - - -0.004236856169953172 - - -0.004839649351676977 - - 0.009429067167150586 - - 0.0005882661898343633 - - 0.001868226815884745 - - -0.00031907753495367963 - - 0.0023914624579313877 - - 0.0025915155646027313 - - 0.0017781676367372174 + - 0.013232375781634876 + - 0.0007269910809853996 + - 0.0029720136441387162 + - -0.004236856169953155 + - -0.004839649351676971 + - 0.009429067167150616 + - 0.0005882661898343632 + - -0.0018682268158847519 + - 0.0003190775349536647 + - 0.002391462457931383 + - 0.002591515564602719 + - 0.0017781676367372207 Background uncorrelated: 0.6264966081312812 Background correlated: 0.6264966081312812 Final state radiation uncorrelated: 4.134877613666456 @@ -313,18 +313,18 @@ bins: Efficiency: - -0.7893434419229094 - 0.028313075565148144 - - 0.0065232433223783555 - - 0.00199772948623732 - - -0.005468379927291569 - - 0.006959886046532157 - - -0.004920092580329158 - - 0.006228714904914105 - - -0.0003269528489724479 - - -0.001188187633709017 - - -0.0025647415540529604 - - -0.00564997311684016 - - -0.0013378822030119728 - - -0.002366582631210107 + - 0.006523243322378358 + - 0.0019977294862373236 + - -0.005468379927291593 + - 0.006959886046532126 + - -0.004920092580329163 + - 0.0062287149049141104 + - -0.0003269528489724482 + - 0.0011881876337090222 + - 0.0025647415540529907 + - -0.005649973116840122 + - -0.0013378822030119602 + - -0.00236658263121012 Background uncorrelated: 0.4932069798776169 Background correlated: 0.4932069798776169 Final state radiation uncorrelated: 2.7948395526398295 @@ -354,17 +354,17 @@ bins: - -0.7693894863871554 - 0.02750885268920737 - 0.004898933128235253 - - -0.007150381692775514 - - 0.005219964016293937 - - -0.0017173626483758908 - - 0.002960264760842273 - - -0.0032781521312497445 - - 0.0007293713605442574 - - 0.001057352153594748 - - -0.005517825123113099 - - 0.0015700752564978407 - - -0.002177766983779075 - - -0.004352329634055985 + - -0.007150381692775525 + - 0.005219964016293939 + - -0.0017173626483758806 + - 0.002960264760842265 + - -0.0032781521312497497 + - 0.0007293713605442548 + - -0.001057352153594746 + - 0.005517825123113082 + - 0.0015700752564979043 + - -0.0021777669837790576 + - -0.004352329634055992 Background uncorrelated: 0.4553767670841367 Background correlated: 0.4553767670841367 Final state radiation uncorrelated: 1.9581200984617877 @@ -393,18 +393,18 @@ bins: Efficiency: - -0.7697247706739911 - 0.012589881187387427 - - -0.006033607347009435 - - -0.0013905404919376434 - - -0.002048901380139522 - - 0.009153409504499268 - - 0.009322570040709393 - - 0.004869084015798396 - - -0.0007528543548562363 - - -0.0005869515366459656 - - -0.0003843732596469172 - - 0.005208859069285222 - - 0.0003763216641306505 - - 1.4592969149265026e-05 + - -0.006033607347009433 + - -0.0013905404919376451 + - -0.002048901380139521 + - 0.009153409504499308 + - 0.00932257004070937 + - 0.0048690840157983905 + - -0.000752854354856234 + - 0.0005869515366459578 + - 0.00038437325964688665 + - 0.005208859069285225 + - 0.0003763216641306475 + - 1.4592969149272834e-05 Background uncorrelated: 0.4013538090014844 Background correlated: 0.4013538090014844 Final state radiation uncorrelated: 1.3135215567321308 @@ -433,18 +433,18 @@ bins: Efficiency: - -0.7698596086078823 - 0.0007454300765481304 - - -0.006497237289232156 - - 0.003270863944295499 - - 0.0010965437252839847 - - 0.009865646136503639 - - 0.003221614681127679 - - -0.004522344553491411 - - 0.00034673562602191137 - - 0.0030630836566734824 - - 2.4970566769468983e-05 - - -0.00389810943730324 - - 0.001677414659656155 - - 0.002416326509771577 + - -0.006497237289232151 + - 0.0032708639442955035 + - 0.00109654372528397 + - 0.00986564613650363 + - 0.0032216146811276576 + - -0.004522344553491421 + - 0.00034673562602190845 + - -0.003063083656673479 + - -2.4970566769446465e-05 + - -0.0038981094373032547 + - 0.0016774146596561467 + - 0.002416326509771568 Background uncorrelated: 0.3419568393818144 Background correlated: 0.3419568393818144 Final state radiation uncorrelated: 1.481812970654529 @@ -473,18 +473,18 @@ bins: Efficiency: - -0.7696159479067276 - -0.018179884172743074 - - -0.012416176322460799 - - 0.0038095589503673454 - - -0.0033912365008456177 - - -8.97706203861456e-05 - - -0.0014336584746549226 - - 0.0006533952485740918 - - 0.0005256581716917636 - - 0.0007883055661584111 - - 0.0073173797975356935 - - 0.0009378695584032146 - - -0.0006863844637900766 - - -0.004725146269254748 + - -0.012416176322460797 + - 0.0038095589503673506 + - -0.0033912365008456125 + - -8.977062038616073e-05 + - -0.001433658474654922 + - 0.0006533952485740948 + - 0.0005256581716917622 + - -0.000788305566158409 + - -0.0073173797975357 + - 0.0009378695584031342 + - -0.0006863844637900595 + - -0.004725146269254735 Background uncorrelated: 0.22401142827989826 Background correlated: 0.22401142827989826 Final state radiation uncorrelated: 1.2626098684866993 @@ -513,18 +513,18 @@ bins: Efficiency: - -0.7682877083818773 - -0.04520058463568184 - - -0.01835007911337622 - - -0.003817359710827482 - - -0.011924914240574735 - - -0.0008911758558716056 - - -0.007480225059531727 - - -0.004115029524257743 - - 7.987985908757184e-05 - - -0.0003248217984054882 - - -0.003337229577213784 - - 0.0028282250232295678 - - 0.0019303959897832136 - - 0.0008645077250441389 + - -0.018350079113376223 + - -0.0038173597108274865 + - -0.011924914240574708 + - -0.00089117585587165 + - -0.007480225059531728 + - -0.004115029524257748 + - 7.987985908757262e-05 + - 0.0003248217984054821 + - 0.0033372295772137604 + - 0.002828225023229602 + - 0.0019303959897832084 + - 0.0008645077250441409 Background uncorrelated: 0.10035259438599485 Background correlated: 0.10035259438599485 Final state radiation uncorrelated: 0.17561704017549098 @@ -553,18 +553,18 @@ bins: Efficiency: - -0.7532116078659552 - -0.09649332274012615 - - -0.027585682122644645 - - 0.002148711498138137 - - 0.012704590427790376 - - -0.004362455255635724 - - -0.00020614817689623404 - - 0.002819574138737757 - - -0.0003268397647542924 - - -0.0009571836832307475 - - -0.0012764370751949155 - - -0.0019439403767838113 - - 0.0009274955540931109 - - -6.344647569602852e-05 + - -0.02758568212264463 + - 0.002148711498138145 + - 0.012704590427790373 + - -0.004362455255635692 + - -0.00020614817689623027 + - 0.0028195741387377557 + - -0.00032683976475429184 + - 0.0009571836832307456 + - 0.0012764370751949276 + - -0.001943940376783793 + - 0.0009274955540931121 + - -6.344647569603346e-05 Background uncorrelated: 0.03336129793638132 Background correlated: 0.03336129793638132 Final state radiation uncorrelated: 0.0619566961675653 @@ -593,18 +593,18 @@ bins: Efficiency: - -0.7415817573762584 - -0.2055822956117531 - - 0.026115015155519655 - - -0.001403133725408402 - - -0.001681019943457174 - - -0.0001822066787814464 - - 0.0013248934143389257 - - -0.0005975244310985503 - - -4.6456581584906865e-06 - - -2.6288607493395144e-05 - - 0.0007973509255727899 - - 0.00015211981635994228 - - -0.0013465922193927379 - - 0.0010048479353327376 + - 0.026115015155519665 + - -0.0014031337254084041 + - -0.001681019943457168 + - -0.00018220667878144823 + - 0.0013248934143389277 + - -0.0005975244310985519 + - -4.6456581584905865e-06 + - 2.6288607493398623e-05 + - -0.0007973509255727868 + - 0.00015211981635993152 + - -0.0013465922193927424 + - 0.0010048479353327393 Background uncorrelated: 0.0028079210280917803 Background correlated: 0.0028079210280917803 Final state radiation uncorrelated: 0.009444825276308716 From 7c298af4d6da0efa4ee486f6aa5684f101bdf1ba Mon Sep 17 00:00:00 2001 From: achiefa Date: Fri, 1 Dec 2023 16:14:50 +0000 Subject: [PATCH 03/21] Implemented distributions in yZ and pT_yZ --- .../{data.yaml => data_PT.yaml} | 0 .../LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml | 71 + .../LHCB_Z_13TEV_DIMUON_2022/data_YZ.yaml | 19 + .../LHCB_Z_13TEV_DIMUON_2022/eigenvalues.yaml | 231 + .../LHCB_Z_13TEV_DIMUON_2022/filter.py | 356 +- .../{kinematics.yaml => kinematics_PT.yaml} | 31 +- .../kinematics_PT_YZ.yaml | 856 ++ .../kinematics_YZ.yaml | 148 + .../LHCB_Z_13TEV_DIMUON_2022/metadata.yaml | 56 +- ...certainties.yaml => uncertainties_PT.yaml} | 270 +- .../uncertainties_PT_YZ.yaml | 10696 ++++++++++++++++ .../uncertainties_YZ.yaml | 897 ++ 12 files changed, 13312 insertions(+), 319 deletions(-) rename buildmaster/LHCB_Z_13TEV_DIMUON_2022/{data.yaml => data_PT.yaml} (100%) create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_YZ.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/eigenvalues.yaml rename buildmaster/LHCB_Z_13TEV_DIMUON_2022/{kinematics.yaml => kinematics_PT.yaml} (81%) create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT_YZ.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml rename buildmaster/LHCB_Z_13TEV_DIMUON_2022/{uncertainties.yaml => uncertainties_PT.yaml} (68%) create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT_YZ.yaml create mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/data.yaml rename to buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml new file mode 100644 index 0000000000..0c36cfe34f --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml @@ -0,0 +1,71 @@ +data_central: +- 1.237 +- 2.43 +- 2.68 +- 2.49 +- 2.32 +- 2.11 +- 1.849 +- 1.542 +- 1.321 +- 1.03 +- 0.782 +- 0.517 +- 0.228 +- 0.0167 +- 3.37 +- 6.53 +- 6.88 +- 6.8 +- 6.09 +- 5.57 +- 4.89 +- 4.04 +- 3.26 +- 2.6 +- 1.911 +- 1.202 +- 0.481 +- 0.0289 +- 4.16 +- 8.06 +- 8.25 +- 8.17 +- 7.25 +- 6.26 +- 5.56 +- 4.51 +- 3.63 +- 2.81 +- 1.966 +- 1.175 +- 0.429 +- 0.0202 +- 2.25 +- 4.44 +- 4.37 +- 4.25 +- 3.6 +- 3.29 +- 2.78 +- 2.37 +- 1.849 +- 1.407 +- 0.952 +- 0.576 +- 0.188 +- 0.00594 +- 0.377 +- 0.702 +- 0.76 +- 0.762 +- 0.61 +- 0.509 +- 0.432 +- 0.392 +- 0.26 +- 0.213 +- 0.141 +- 0.0768 +- 0.0211 +- 0.00033 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_YZ.yaml new file mode 100644 index 0000000000..7b4073b49a --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_YZ.yaml @@ -0,0 +1,19 @@ +data_central: +- 12.8 +- 40.4 +- 65.2 +- 87.5 +- 106.3 +- 122.7 +- 134.5 +- 141.7 +- 147.5 +- 145.4 +- 134.8 +- 118.5 +- 99.0 +- 77.6 +- 57.9 +- 39.5 +- 18.2 +- 2.7 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/eigenvalues.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/eigenvalues.yaml new file mode 100644 index 0000000000..e77d2133b1 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/eigenvalues.yaml @@ -0,0 +1,231 @@ +PT: + Observable: PT + Correlation matrix: + - Matrix: Statistical_uncertainty + HepData Ref.: table_8 + eigenvalues: + - 1.444793036204843 + - 0.6202610977669919 + - 1.3037818201414921 + - 0.7072824078854987 + - 1.2017283190273909 + - 0.7843696792088944 + - 1.1322139806878433 + - 0.8510196897453849 + - 0.9134958772464385 + - 1.0653987535262794 + - 0.9564138242509083 + - 1.0265288938099413 + - 0.9901326212943308 + - 1.002579999203765 + - Matrix: Efficiency + HepData Ref.: table_11 + eigenvalues: + - 13.876476666594597 + - 0.11455886675864732 + - 0.004404806542298666 + - 0.0013206122149443536 + - 0.0008423525966998297 + - 0.0007549979206410791 + - 0.0005410531137762444 + - 0.00042289942914688206 + - 8.87370634462188e-06 + - 5.033271181784951e-05 + - 0.00019610287885331732 + - 0.00018260884362595234 + - 0.00010917732564129651 + - 0.00013064936297119036 +YZ: + Observable: YZ + Correlation matrix: + - Matrix: Statistical_uncertainty + HepData Ref.: table_7 + eigenvalues: + - 0.9618915849940564 + - 1.038120847362243 + - 0.9695059530605126 + - 1.030498629490416 + - 0.976539751903249 + - 1.0234680919510182 + - 0.982651390728973 + - 1.017351810746214 + - 0.9878757532147511 + - 1.0121128153659653 + - 0.9920372339057104 + - 0.9948450378371649 + - 0.9968005156144036 + - 1.0079610241653887 + - 1.0051500585492492 + - 0.9993420256801776 + - 1.0006536323634827 + - 1.0031938430670264 + - Matrix: Efficiency + HepData Ref.: table_10 + eigenvalues: + - 9.920167331712289 + - 5.201651858918445 + - 1.7670169788994963 + - 0.653380975705609 + - 0.2805175144858706 + - 0.1029093599111947 + - 0.048191957895284 + - 0.01797848935996169 + - 0.00565648168207522 + - 0.001273397156751182 + - 0.0004649550109599905 + - 0.00031675692276290825 + - 0.00024104131093867203 + - 0.00014572525080907179 + - 4.5458279453196624e-05 + - 2.8519081584075625e-05 + - 3.7704123579289052e-06 + - 9.4280041673344e-06 +PT_YZ: + Observable: PT_YZ + Correlation matrix: + - Matrix: Statistical_uncertainty + HepData Ref.: figure_13_(left) + eigenvalues: + - 2.109430636508784 + - 1.7565618184572116 + - 1.6864212274356853 + - 0.31523273232095167 + - 1.5145709808821082 + - 1.4859965876124437 + - 0.4408274366405857 + - 0.4513422575363106 + - 1.4351216535567477 + - 0.530252893737978 + - 0.5210057554793671 + - 0.569607876972344 + - 1.3326841794216553 + - 1.3338410182810658 + - 1.3159897463153216 + - 0.6178150071620632 + - 0.6273805240897662 + - 0.6747299719695479 + - 0.6984793028429301 + - 0.718497882105097 + - 0.7269273862749968 + - 1.246458547174091 + - 1.2233410497990862 + - 1.222831286597604 + - 1.220412158787935 + - 1.2114655082727048 + - 0.7636783665954913 + - 0.7824777535297175 + - 0.7801040065540528 + - 1.1592159243906426 + - 1.1480585861672585 + - 1.1448237248952744 + - 0.8272543366053179 + - 0.8412453003176957 + - 0.842170641451466 + - 0.8486503838356824 + - 0.847195713080394 + - 1.1046799561944756 + - 1.1084628360159232 + - 1.0974664368340903 + - 1.1011107882189346 + - 0.8946364666931771 + - 0.8990955616782097 + - 1.0717932223201467 + - 1.0724595022144672 + - 0.9097761330985876 + - 0.9114467874526823 + - 0.926549344641305 + - 1.0499196065046006 + - 0.9378497774208363 + - 0.9457299191466114 + - 0.9550743221069052 + - 0.9611054259651545 + - 1.0370997622843148 + - 1.0360515003534807 + - 1.0297703913789436 + - 0.9731067014932072 + - 0.9742179854052886 + - 0.9818297907201391 + - 1.0226559888801567 + - 1.0196236288792393 + - 1.0159809259406394 + - 1.0088973106337065 + - 0.9886638682680161 + - 1.0045114134484694 + - 0.9940529029523095 + - 1.000972374538374 + - 0.9988887262517389 + - 0.9979426267866681 + - 0.9964778516218811 + - Matrix: Efficiency + HepData Ref.: figure_15_(left) + eigenvalues: + - 39.576142534693716 + - 22.103987827093157 + - 6.867429754177911 + - 1.172766051435849 + - 0.12626391277886648 + - 0.07598156567113643 + - 0.016315811021119047 + - 0.010926697073552058 + - 0.010719231295789491 + - 0.009935111059105623 + - 0.006769479001305855 + - 0.005160549865644647 + - 0.004571726742358634 + - 0.00423264729941974 + - 0.002647679981481727 + - 0.0024834644535695672 + - 0.0020434012081735403 + - 0.0016366793484656327 + - -3.535876842803575e-05 + - -3.142775333221134e-05 + - 3.2059277307234805e-05 + - -3.0036845586999145e-05 + - -2.7758473920658892e-05 + - -2.7037126072717816e-05 + - 2.9593321755817773e-05 + - -2.504895887323135e-05 + - -2.3956203159940215e-05 + - 2.7337451556725706e-05 + - -2.0721170494947296e-05 + - -1.9738035554495373e-05 + - -1.9900477989912268e-05 + - 2.6335362255351592e-05 + - 2.5722509068928764e-05 + - 2.5068326495654878e-05 + - -1.8374362861179327e-05 + - 2.2819701155851088e-05 + - -1.674335430508443e-05 + - -1.573111003942637e-05 + - -1.4554009699695824e-05 + - 2.129360992964237e-05 + - 1.9979704393858867e-05 + - -1.2009762157072191e-05 + - 1.7407062190952117e-05 + - 1.628970321177122e-05 + - -1.0741581444701393e-05 + - 1.52997511462106e-05 + - 1.4005051599924385e-05 + - -9.292607923653216e-06 + - -8.231076650507227e-06 + - -7.786667095546911e-06 + - -7.33131998258704e-06 + - -6.184544795499235e-06 + - 1.2498503755531866e-05 + - 1.2289022101316695e-05 + - -5.032222542865582e-06 + - -3.869713353118683e-06 + - 1.1302530424943014e-05 + - 1.0773375313138966e-05 + - -2.2445589200718954e-06 + - 9.313762108337426e-06 + - 8.36113080442963e-06 + - 7.40521255635462e-06 + - -1.1550105562274704e-06 + - 1.107260673290437e-07 + - 6.0150924384960014e-06 + - 1.122582485441616e-06 + - 5.164724991127715e-06 + - 2.0197362445410835e-06 + - 2.8974942351546866e-06 + - 3.65678952910467e-06 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py index d953d2983f..5fe766ccd7 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py @@ -1,35 +1,39 @@ import yaml import numpy as np +from collections import defaultdict, namedtuple +PRINT_EIGENVALUE = True -######### Loading tables ################# +# Loading tables with open('metadata.yaml', 'r') as file: metadata = yaml.safe_load(file) -ndata = metadata['implemented_observables'][0]['ndata'] -# Correlated statistical uncertainties -hepdata_statcorr="rawdata/table_8.yaml" -with open(hepdata_statcorr, 'r') as file: - statcorr = yaml.safe_load(file) +data = defaultdict(list) +statcorr = defaultdict(list) +effcorr = defaultdict(list) +syserr = defaultdict(list) +ndata_obs = defaultdict(list) +observables = [] -# pT data + diagonal uncertainties -hepdata_tables="rawdata/table_15.yaml" -with open(hepdata_tables, 'r') as file: - input = yaml.safe_load(file) +for observable in metadata['implemented_observables']: + observables.append(observable['observable_name']) + ndata_obs[observable['observable_name']] = observable['ndata'] -# Systematic uncertainties -hepdata_sysunc="rawdata/table_20.yaml" -with open(hepdata_sysunc, 'r') as file: - syserr = yaml.safe_load(file) + with open("rawdata/" + str(observable['tables']['data']) + ".yaml", 'r') as file: + data[observable['observable_name']] = yaml.safe_load(file) -# Correlated selection efficiency -hepdata_effcorr="rawdata/table_11.yaml" -with open(hepdata_effcorr, 'r') as file: - effcorr = yaml.safe_load(file) -########################################## + with open("rawdata/" + str(observable['tables']['stat']) + ".yaml", 'r') as file: + statcorr[observable['observable_name']] = yaml.safe_load(file) + with open("rawdata/" + str(observable['tables']['eff']) + ".yaml", 'r') as file: + effcorr[observable['observable_name']] = yaml.safe_load(file) -def OuterDecomposition(A): + with open("rawdata/" + str(observable['tables']['sys']) + ".yaml", 'r') as file: + syserr[observable['observable_name']] = yaml.safe_load(file) + +kin2_dict = {observables[2]:'yZ'} + +def OuterDecomposition(matrix): """ Compute the single value decomposition of the matrix A. Returns the set of vector \sigma_{i}^{(k)} defined as @@ -54,49 +58,21 @@ def OuterDecomposition(A): sigma: A matrix containing the set of vectors whose outer product reconstruct the original matrix. The matrix has two indices sigma[i,k] - the first one refers to the component of the k-th eigenvector, whereas the other one selects the eigenvalue. - """ - eigenvalues, eigenvectors = np.linalg.eig(A) - sigma=np.zeros_like(A,dtype=float) + eigenvalues, eigenvectors = np.linalg.eig(matrix) + sigma=np.zeros_like(matrix,dtype=float) for i in range(np.size(eigenvalues)): for j in range(np.size(eigenvalues)): - sigma[i][j] = eigenvectors[i][j]*np.sqrt(eigenvalues[j]) + sigma[i][j] = eigenvectors[i][j] * np.sqrt(eigenvalues[j]) return sigma - - -def ReadCorrelationLHCB(table): - """ Decorator function for the function 'ExtractCorrelation'. - - This decorator function extracts the correlation matrix from - a yaml file. The file must be already loaded and indexed so - that it only contains the desired table. - - This function reconstructs a matrix given the array of entries that enter the correlation matrix. - - Parameters - ---------- - - table: the yaml table that contains the array of elements that - enter the correlation matrix. The map array-matrix is - indexed as follows: - ( (1,1), (1,2), ... , (1, N), (2,1), ... , (N,N)). - - Returns - ------- - Returns the correlation matrix indexed as corr[i][j]. - """ - def wrapper(*args, **kwargs): - corr = np.empty((ndata, ndata)) - values = table(*args, **kwargs) - for i in range(ndata): - for j in range(ndata): - corr[i][j] = np.reshape((values), (ndata,ndata))[i][j]['value'] - return corr - return wrapper - -@ReadCorrelationLHCB -def ExtractCorrelation(yaml_file): - return yaml_file['dependent_variables'][0]['values'] +def ExtractCorrelation(yaml_file, N): + values = yaml_file['dependent_variables'][0]['values'] + corr = np.empty((N, N)) + for i in range(N): + for j in range(N): + corr[i][j] = np.reshape((values), (N,N))[i][j]['value'] + return corr def ComputeCovariance(corr_matrix, diag_terms): @@ -114,7 +90,7 @@ def ComputeCovariance(corr_matrix, diag_terms): ------- Returns the covariance matrix as a 2D-array. """ - cov = np.empty((ndata, ndata)) + cov = np.empty((np.shape(corr_matrix)[0], np.shape(corr_matrix)[0])) for i in range(np.shape(corr_matrix)[0]): for j in range(np.shape(corr_matrix)[0]): cov[i][j] = corr_matrix[i][j] * diag_terms[i] * diag_terms[j] @@ -143,15 +119,15 @@ def CheckFunctions(B): "treatment":"ADD", "source":"statistical", "type":"CORR", - "correlation matrix":ExtractCorrelation(statcorr), - "label":"Statistical uncertainty", + "correlation matrix": statcorr, + "label":"Statistical_uncertainty", "absolute":True}, "Eff(%)" : { "description":"Correlated uncertainties from the selection efficiencies with correlation matrix.", "treatment":"MULT", "source":"systematic", "type":"CORR", - "correlation matrix":ExtractCorrelation(effcorr), + "correlation matrix": effcorr, "label":"Efficiency", "absolute":True}, @@ -166,7 +142,7 @@ def CheckFunctions(B): "treatment":"MULT", "source":"systematic", "correlation fraction":0.50, - "label":"Final state radiation", + "label":"Final_state_radiation", "absolute":False}, "Closure(%)" : { "description":"Correlated uncertainties from closure test.", @@ -199,110 +175,154 @@ def CheckFunctions(B): def processData(): - - data_central = [] - kin = [] - error = [] - - values = input['dependent_variables'][0]['values'] - sqrt_s = input['dependent_variables'][0]['qualifiers'][3]['value'] - sys_errors = syserr['dependent_variables'] - - # Loop over data points - for j in range(len(values)): - - # Central value - data_central_value = values[j]['value'] - data_central.append(data_central_value) - - # Kinematics - pT_min = input['independent_variables'][0]['values'][j]['low'] - pT_max = input['independent_variables'][0]['values'][j]['high'] - kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, 'pT': {'min': pT_min, 'mid': None, 'max': pT_max}} - kin.append(kin_value) - - # Errors - error_value = {} - error_definition = {} - - # Statistical uncertainty - error_value[uncertainties['Stat. unc']['label']] = float(input['dependent_variables'][0]['values'][j]['errors'][0]['symerror']) - error_definition[uncertainties['Stat. unc']['label']] = {'description': uncertainties['Stat. unc']['description'], 'treatment': uncertainties['Stat. unc']['treatment'], 'type': uncertainties['Stat. unc']['type']} - - # Luminosity (systematic) uncertainty - error_value[uncertainties['Luminosity']['label']] = float(input['dependent_variables'][0]['values'][j]['errors'][2]['symerror']) - error_definition[uncertainties['Luminosity']['label']] = {'description': uncertainties['Luminosity']['description'], 'treatment': uncertainties['Luminosity']['treatment'], 'type': uncertainties['Luminosity']['type']} - - # Loop over sources of systematic uncertainties - for sys_error in sys_errors: - - # Check if the uncertainties in the dictionary 'uncertainties' - # match those contained in the HepData table. - if sys_error['header']['name'] in uncertainties: - error_name = str(sys_error['header']['name']) # Name of the uncertainty in the HepData table - error_label = uncertainties[error_name]['label'] # Name of the uncertainty in the 'uncertainties' dictionary - - # Check whether the uncertainty value is relative or absolute. - # If relative, compute the absolute value. - if not bool(uncertainties[error_name]['absolute']): - diag_val = sys_error['values'][j]['value'] * data_central[j] - else: diag_val = sys_error['values'][j]['value'] - - # If only a fraction of the systematic uncertainty is actually - # correlated, split the total uncertainty into a correlated and - # uncorrelated components such that they reconstruct the initial - # value if summed in quadrature. Each component are considered as - # completely different types of uncertainties and will be listed - # separately in the final 'uncertainties.yaml' file. - # Otherwise, just load the diagonal value of the uncertainty. - if 'correlation fraction' in uncertainties[error_name]: - corr_fr = uncertainties[error_name]['correlation fraction'] - description = uncertainties[error_name]['description'] - - error_definition[error_label + ' uncorrelated'] = {'description': description + '(uncorrelated)', - 'treatment': uncertainties[error_name]['treatment'], - 'type': 'UNCORR'} - error_value[error_label + ' uncorrelated'] = float(np.sqrt(1 - corr_fr) * diag_val) - - - error_definition[error_label + ' correlated'] = {'description': description + '(correlated)', - 'treatment': uncertainties[error_name]['treatment'], - 'type': 'CORR'} - error_value[error_label + ' correlated'] = float(np.sqrt(corr_fr) * diag_val) - else: - error_definition[error_label] = {'description':uncertainties[error_name]['description'], - 'treatment': uncertainties[error_name]['treatment'], - 'type': uncertainties[error_name]['type']} - error_value[error_label] = float(diag_val) - - else: raise Exception("There is a mismatch between the dictionary 'uncertainties' and the list of systematic uncertainties provided in the HepData table(s).") - - error.append(error_value) - - # Compute single value decomposition for those - # uncertainties that come with a correlation matrix. - for unc in uncertainties.values(): - if 'correlation matrix' in unc: - A = unc['correlation matrix'] - v = np.empty(np.size(error)) - for j,err in enumerate(error): - v[j] = err[unc['label']] - cov = ComputeCovariance(A,v) - sigma = OuterDecomposition(cov) - for i,dt in enumerate(error): - dt[unc['label']] = [float(sigma[i,k]) for k in range(np.size(error))] - - data_central_yaml = {'data_central': data_central} - kinematics_yaml = {'bins': kin} - uncertainties_yaml = {'definitions': error_definition, 'bins': error} - - 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) - - with open('uncertainties.yaml', 'w') as file: - yaml.dump(uncertainties_yaml, file, sort_keys=False) + if PRINT_EIGENVALUE: + yaml_info = {} + + for l, obs in enumerate(observables): + + data_central = [] + kin = [] + error = [] + ndata = ndata_obs[obs] + + for data_kin2 in data[obs]['dependent_variables']: + values = data_kin2['values'] + for j in range(len(values)): + # Central value + data_central_value = values[j]['value'] + data_central.append(data_central_value) + + # Kinematics + kin1_min = data[obs]['independent_variables'][0]['values'][j]['low'] + kin1_max = data[obs]['independent_variables'][0]['values'][j]['high'] + + def return_index(vec, string): + for i, ql in enumerate(vec): + if ql['name'] == string: + return i + + sqrt_s_index = return_index(data_kin2['qualifiers'] ,"SQRT(S)") + sqrt_s = data_kin2['qualifiers'][sqrt_s_index] + if len(data[obs]['dependent_variables']) > 1: + kin2_index = return_index(data_kin2['qualifiers'] ,"$y^Z$") + kin2_int = data_kin2['qualifiers'][kin2_index]['value'] + separator = data_kin2['qualifiers'][kin2_index]['value'].find('-') + kin2_min = float(kin2_int[:separator]) + kin2_max = float(kin2_int[separator+1:]) + kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}, str(kin2_dict[obs]): {'min': kin2_min, 'mid': None, 'max': kin2_max}} + elif len(data[obs]['dependent_variables']) == 1: + kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}} + kin.append(kin_value) + + # Error + error_value = {} + error_definition = {} + + # Statistical uncertainty + error_value[uncertainties['Stat. unc']['label']] = float(values[j]['errors'][0]['symerror']) + error_definition[uncertainties['Stat. unc']['label']] = {'description': uncertainties['Stat. unc']['description'], 'treatment': uncertainties['Stat. unc']['treatment'], 'type': uncertainties['Stat. unc']['type']} + + # Luminosity (systematic) uncertainty + error_value[uncertainties['Luminosity']['label']] = float(values[j]['errors'][2]['symerror']) + error_definition[uncertainties['Luminosity']['label']] = {'description': uncertainties['Luminosity']['description'], 'treatment': uncertainties['Luminosity']['treatment'], 'type': uncertainties['Luminosity']['type']} + + + # Loop over sources of systematic uncertainties + sys_errors = syserr[obs]['dependent_variables'] + for sys_error in sys_errors: + + # Check if the uncertainties in the dictionary 'uncertainties' + # match those contained in the HepData table. + if sys_error['header']['name'] in uncertainties: + error_name = str(sys_error['header']['name']) # Name of the uncertainty in the HepData table + error_label = uncertainties[error_name]['label'] # Name of the uncertainty in the 'uncertainties' dictionary + + # Check whether the uncertainty value is relative or absolute. + # If relative, compute the absolute value. + if not bool(uncertainties[error_name]['absolute']): + diag_val = sys_error['values'][j]['value'] * data_central[j] + else: diag_val = sys_error['values'][j]['value'] + + # If only a fraction of the systematic uncertainty is actually + # correlated, split the total uncertainty into a correlated and + # uncorrelated components such that they reconstruct the initial + # value if summed in quadrature. Each component are considered as + # completely different types of uncertainties and will be listed + # separately in the final 'uncertainties.yaml' file. + # Otherwise, just load the diagonal value of the uncertainty. + if 'correlation fraction' in uncertainties[error_name]: + corr_fr = uncertainties[error_name]['correlation fraction'] + description = uncertainties[error_name]['description'] + + error_definition[error_label + '_uncorrelated'] = {'description': description + '(uncorrelated)', + 'treatment': uncertainties[error_name]['treatment'], + 'type': 'UNCORR'} + error_value[error_label + '_uncorrelated'] = float(np.sqrt(1 - corr_fr) * diag_val) + + + error_definition[error_label + '_correlated'] = {'description': description + '(correlated)', + 'treatment': uncertainties[error_name]['treatment'], + 'type': 'CORR'} + error_value[error_label + '_correlated'] = float(np.sqrt(corr_fr) * diag_val) + else: + error_definition[error_label] = {'description':uncertainties[error_name]['description'], + 'treatment': uncertainties[error_name]['treatment'], + 'type': uncertainties[error_name]['type']} + error_value[error_label] = float(diag_val) + + else: raise Exception("There is a mismatch between the dictionary 'uncertainties' and the list of systematic uncertainties provided in the HepData table(s).") + + error.append(error_value) + + # Compute single value decomposition for those + # uncertainties that come with a correlation matrix. + + # Eigenvalues debugging + if PRINT_EIGENVALUE: + yaml_info_obs = [] + tables = metadata['implemented_observables'][l]['tables'] + + for unc in uncertainties.values(): + if 'correlation matrix' in unc: + cormat = ExtractCorrelation(unc['correlation matrix'][obs], ndata) + + # Eigenvalues debugging + if PRINT_EIGENVALUE: + eigenvalues = np.linalg.eig(cormat)[0] + if 'Stat' in (unc['label']): ref = tables['stat'] + else: ref = tables['eff'] + yaml_info_obs_corr = {"Matrix": unc['label'], "HepData Ref." : ref, 'eigenvalues' : eigenvalues.tolist()} + yaml_info_obs.append(yaml_info_obs_corr) + + v = np.empty(np.size(error)) + for k,err in enumerate(error): + v[k] = err[unc['label']] + cov = ComputeCovariance(cormat,v) + sigma = OuterDecomposition(cov) + for k,dt in enumerate(error): + dt[unc['label']] = [float(sigma[k,m]) for m in range(np.size(error))] + + # Eigenvalues debugging + if PRINT_EIGENVALUE: + yaml_info[obs] = {"Observable" : obs, "Correlation matrix" : yaml_info_obs} + + data_central_yaml = {'data_central': data_central} + kinematics_yaml = {'bins': kin} + uncertainties_yaml = {'definitions': error_definition, 'bins': error} + + with open('data_' + obs +'.yaml', 'w') as file: + yaml.dump(data_central_yaml, file, sort_keys=False) + + with open('kinematics_' + obs + '.yaml', 'w') as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + with open('uncertainties_' + obs + '.yaml', 'w') as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + if PRINT_EIGENVALUE: + with open('eigenvalues.yaml', 'w') as file: + yaml.dump(yaml_info, file, sort_keys=False) + exit(1) + processData() diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT.yaml similarity index 81% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics.yaml rename to buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT.yaml index 84280ae270..9cbfbd90e2 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT.yaml @@ -1,7 +1,10 @@ bins: - sqrt_s: min: null - mid: 13 + mid: &id001 + name: SQRT(S) + units: TeV + value: 13 max: null pT: min: 0.0 @@ -9,7 +12,7 @@ bins: max: 2.2 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 2.2 @@ -17,7 +20,7 @@ bins: max: 3.4 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 3.4 @@ -25,7 +28,7 @@ bins: max: 4.6 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 4.6 @@ -33,7 +36,7 @@ bins: max: 5.8 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 5.8 @@ -41,7 +44,7 @@ bins: max: 7.2 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 7.2 @@ -49,7 +52,7 @@ bins: max: 8.7 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 8.7 @@ -57,7 +60,7 @@ bins: max: 10.5 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 10.5 @@ -65,7 +68,7 @@ bins: max: 12.8 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 12.8 @@ -73,7 +76,7 @@ bins: max: 15.4 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 15.4 @@ -81,7 +84,7 @@ bins: max: 19.0 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 19.0 @@ -89,7 +92,7 @@ bins: max: 24.5 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 24.5 @@ -97,7 +100,7 @@ bins: max: 34.0 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 34.0 @@ -105,7 +108,7 @@ bins: max: 63.0 - sqrt_s: min: null - mid: 13 + mid: *id001 max: null pT: min: 63.0 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT_YZ.yaml new file mode 100644 index 0000000000..f9221fb571 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT_YZ.yaml @@ -0,0 +1,856 @@ +bins: +- sqrt_s: + min: null + mid: &id001 + name: SQRT(S) + units: TeV + value: 13 + max: null + pT: + min: 0.0 + mid: null + max: 2.2 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 2.2 + mid: null + max: 3.4 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 3.4 + mid: null + max: 4.6 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 4.6 + mid: null + max: 5.8 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 5.8 + mid: null + max: 7.2 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 7.2 + mid: null + max: 8.7 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 8.7 + mid: null + max: 10.5 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 10.5 + mid: null + max: 12.8 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 12.8 + mid: null + max: 15.4 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 15.4 + mid: null + max: 19.0 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 19.0 + mid: null + max: 24.5 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 24.5 + mid: null + max: 34.0 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 34.0 + mid: null + max: 63.0 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 63.0 + mid: null + max: 270.0 + yZ: + min: 2.0 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: &id002 + name: SQRT(S) + units: TeV + value: 13 + max: null + pT: + min: 0.0 + mid: null + max: 2.2 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 2.2 + mid: null + max: 3.4 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 3.4 + mid: null + max: 4.6 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 4.6 + mid: null + max: 5.8 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 5.8 + mid: null + max: 7.2 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 7.2 + mid: null + max: 8.7 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 8.7 + mid: null + max: 10.5 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 10.5 + mid: null + max: 12.8 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 12.8 + mid: null + max: 15.4 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 15.4 + mid: null + max: 19.0 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 19.0 + mid: null + max: 24.5 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 24.5 + mid: null + max: 34.0 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 34.0 + mid: null + max: 63.0 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id002 + max: null + pT: + min: 63.0 + mid: null + max: 270.0 + yZ: + min: 2.5 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: &id003 + name: SQRT(S) + units: TeV + value: 13 + max: null + pT: + min: 0.0 + mid: null + max: 2.2 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 2.2 + mid: null + max: 3.4 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 3.4 + mid: null + max: 4.6 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 4.6 + mid: null + max: 5.8 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 5.8 + mid: null + max: 7.2 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 7.2 + mid: null + max: 8.7 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 8.7 + mid: null + max: 10.5 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 10.5 + mid: null + max: 12.8 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 12.8 + mid: null + max: 15.4 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 15.4 + mid: null + max: 19.0 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 19.0 + mid: null + max: 24.5 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 24.5 + mid: null + max: 34.0 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 34.0 + mid: null + max: 63.0 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id003 + max: null + pT: + min: 63.0 + mid: null + max: 270.0 + yZ: + min: 3.0 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: &id004 + name: SQRT(S) + units: TeV + value: 13 + max: null + pT: + min: 0.0 + mid: null + max: 2.2 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 2.2 + mid: null + max: 3.4 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 3.4 + mid: null + max: 4.6 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 4.6 + mid: null + max: 5.8 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 5.8 + mid: null + max: 7.2 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 7.2 + mid: null + max: 8.7 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 8.7 + mid: null + max: 10.5 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 10.5 + mid: null + max: 12.8 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 12.8 + mid: null + max: 15.4 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 15.4 + mid: null + max: 19.0 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 19.0 + mid: null + max: 24.5 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 24.5 + mid: null + max: 34.0 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 34.0 + mid: null + max: 63.0 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id004 + max: null + pT: + min: 63.0 + mid: null + max: 270.0 + yZ: + min: 3.5 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: &id005 + name: SQRT(S) + units: TeV + value: 13 + max: null + pT: + min: 0.0 + mid: null + max: 2.2 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 2.2 + mid: null + max: 3.4 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 3.4 + mid: null + max: 4.6 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 4.6 + mid: null + max: 5.8 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 5.8 + mid: null + max: 7.2 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 7.2 + mid: null + max: 8.7 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 8.7 + mid: null + max: 10.5 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 10.5 + mid: null + max: 12.8 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 12.8 + mid: null + max: 15.4 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 15.4 + mid: null + max: 19.0 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 19.0 + mid: null + max: 24.5 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 24.5 + mid: null + max: 34.0 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 34.0 + mid: null + max: 63.0 + yZ: + min: 4.0 + mid: null + max: 4.5 +- sqrt_s: + min: null + mid: *id005 + max: null + pT: + min: 63.0 + mid: null + max: 270.0 + yZ: + min: 4.0 + mid: null + max: 4.5 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml new file mode 100644 index 0000000000..abf083270b --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml @@ -0,0 +1,148 @@ +bins: +- sqrt_s: + min: null + mid: &id001 + name: SQRT(S) + units: TeV + value: 13 + max: null + pT: + min: 2.0 + mid: null + max: 2.125 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 2.125 + mid: null + max: 2.25 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 2.25 + mid: null + max: 2.375 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 2.375 + mid: null + max: 2.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 2.5 + mid: null + max: 2.625 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 2.625 + mid: null + max: 2.75 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 2.75 + mid: null + max: 2.875 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 2.875 + mid: null + max: 3.0 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 3.0 + mid: null + max: 3.125 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 3.125 + mid: null + max: 3.25 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 3.25 + mid: null + max: 3.375 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 3.375 + mid: null + max: 3.5 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 3.5 + mid: null + max: 3.625 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 3.625 + mid: null + max: 3.75 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 3.75 + mid: null + max: 3.875 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 3.875 + mid: null + max: 4.0 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 4.0 + mid: null + max: 4.25 +- sqrt_s: + min: null + mid: *id001 + max: null + pT: + min: 4.25 + mid: null + max: 4.5 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml index 1b5fd85372..434bd1498c 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml @@ -22,7 +22,7 @@ implemented_observables: observable_name: PT process_type: ZPT ndata: 14 - tables: [8,11,15,20] + tables: {stat: table_8, eff: table_11, data: table_15, sys: table_20} kinematics: variables: pT: {description: "transverse momentum", label: "$p_T$", units: "$GeV$"} @@ -31,7 +31,7 @@ implemented_observables: data_central: data.yaml data_uncertainties: - uncertainties.yaml - kinematic_coverage: [pT_sqr, sqrt_s] + kinematic_coverage: [pT, sqrt_s] plotting: kinematics_override: identity x_scale: log @@ -44,3 +44,55 @@ implemented_observables: - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT operation: 'null' + # y^Z data + - observable: {description: "single differential cross section w.r.t. boson rapidity y^Z", label: '$\frac{d\sigma}{dy^Z}$', units: "$pb/GeV$"} + observable_name: YZ + process_type: ZPT + ndata: 18 + tables: {data: table_14, sys: table_19, stat: table_7, eff: table_10} + kinematics: + variables: + yZ: {description: "boson rapidity", label: "$z^Y$", units: ""} + sqrt_s: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} + file: kinematics_yZ.yaml + data_central: data_yZ.yaml + data_uncertainties: uncertainties_yZ.yaml + kinematic_coverage: [yZ, sqrt_s] + plotting: + kinematics_override: identity + x_scale: log + dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dy^T}$' + plot_x: yZ + figure_by: + - yZ + theory: + FK_tables: + - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT + operation: 'null' + +# pT-y^Z data + - observable: {description: "double differential cross section w.r.t. pT and y^Z", label: '$\frac{d^2\sigma}{d pT y^Z}$', units: "$pb/GeV$"} + observable_name: PT_YZ + process_type: ZPT + ndata: 70 + tables: {data: table_17, sys: table_22, stat: figure_13_(left), eff: figure_15_(left)} + kinematics: + variables: + pT: {description: "transverse momentum", label: "$p_T$", units: "$GeV$"} + yZ: {description: "boson rapidity", label: "$z^Y$", units: ""} + sqrt_s: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} + file: kinematics_yZ.yaml + data_central: data_yZ.yaml + data_uncertainties: uncertainties_yZ.yaml + kinematic_coverage: [pT, yZ, sqrt_s] + plotting: + kinematics_override: identity + x_scale: log + dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dy^T}$' + plot_x: yZ + figure_by: + - yZ + theory: + FK_tables: + - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT + operation: 'null' diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT.yaml similarity index 68% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties.yaml rename to buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT.yaml index 03f78b0413..369dae043f 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT.yaml @@ -1,5 +1,5 @@ definitions: - Statistical uncertainty: + Statistical_uncertainty: description: Total (correlated) statistical uncertainty with correlation matrix. treatment: ADD type: CORR @@ -12,38 +12,38 @@ definitions: matrix. treatment: MULT type: CORR - Background uncorrelated: + Background_uncorrelated: description: Background contributions from heavy flavours, misidentified hadrons and physics processes.(uncorrelated) treatment: MULT type: UNCORR - Background correlated: + Background_correlated: description: Background contributions from heavy flavours, misidentified hadrons and physics processes.(correlated) treatment: MULT type: CORR - Final state radiation uncorrelated: + Final_state_radiation_uncorrelated: description: Correlated uncertainties from final state radiation corrections.(uncorrelated) treatment: MULT type: UNCORR - Final state radiation correlated: + Final_state_radiation_correlated: description: Correlated uncertainties from final state radiation corrections.(correlated) treatment: MULT type: CORR - Closure uncorrelated: + Closure_uncorrelated: description: Correlated uncertainties from closure test.(uncorrelated) treatment: MULT type: UNCORR - Closure correlated: + Closure_correlated: description: Correlated uncertainties from closure test.(correlated) treatment: MULT type: CORR - Alignment uncorrelated: + Alignment_uncorrelated: description: Correlated uncertainties from detector alignment and momentum scale calibration.(uncorrelated) treatment: MULT type: UNCORR - Alignment correlated: + Alignment_correlated: description: Correlated uncertainties from detector alignment and momentum scale calibration.(correlated) treatment: MULT @@ -54,7 +54,7 @@ definitions: treatment: MULT type: UNCORR bins: -- Statistical uncertainty: +- Statistical_uncertainty: - 0.004558592429386197 - 0.00635279736864509 - 0.005185330094156103 @@ -85,16 +85,16 @@ bins: - 0.00201752121397403 - 0.000936628976455839 - -0.00034277338891397654 - Background uncorrelated: 0.20152543263816608 - Background correlated: 0.20152543263816608 - Final state radiation uncorrelated: 0.967322076663197 - Final state radiation correlated: 0.967322076663197 - Closure uncorrelated: 2.0152543263816605 - Closure correlated: 2.0152543263816605 - Alignment uncorrelated: 4.433559518039654 - Alignment correlated: 4.433559518039654 + Background_uncorrelated: 0.20152543263816608 + Background_correlated: 0.20152543263816608 + Final_state_radiation_uncorrelated: 0.967322076663197 + Final_state_radiation_correlated: 0.967322076663197 + Closure_uncorrelated: 2.0152543263816605 + Closure_correlated: 2.0152543263816605 + Alignment_uncorrelated: 4.433559518039654 + Alignment_correlated: 4.433559518039654 Unfold: 1.197 -- Statistical uncertainty: +- Statistical_uncertainty: - 0.02964107288116631 - 0.03265911299341553 - 0.018116517161291784 @@ -125,16 +125,16 @@ bins: - 0.0007548531538821905 - -0.0026984863483810306 - 0.0035866168810026688 - Background uncorrelated: 0.6262137654188066 - Background correlated: 0.6262137654188066 - Final state radiation uncorrelated: 5.244540285382505 - Final state radiation correlated: 5.244540285382505 - Closure uncorrelated: 1.4089809721923146 - Closure correlated: 1.4089809721923146 - Alignment uncorrelated: 6.4186910955427665 - Alignment correlated: 6.4186910955427665 + Background_uncorrelated: 0.6262137654188066 + Background_correlated: 0.6262137654188066 + Final_state_radiation_uncorrelated: 5.244540285382505 + Final_state_radiation_correlated: 5.244540285382505 + Closure_uncorrelated: 1.4089809721923146 + Closure_correlated: 1.4089809721923146 + Alignment_uncorrelated: 6.4186910955427665 + Alignment_correlated: 6.4186910955427665 Unfold: 3.6531000000000002 -- Statistical uncertainty: +- Statistical_uncertainty: - 0.038899573769465415 - 0.004789804644830368 - -0.020867658080595538 @@ -165,16 +165,16 @@ bins: - 0.0002738879148038194 - -0.004269659495309633 - 0.0017762287447747216 - Background uncorrelated: 0.5662511103741873 - Background correlated: 0.5662511103741873 - Final state radiation uncorrelated: 4.125543804154793 - Final state radiation correlated: 4.125543804154793 - Closure uncorrelated: 3.6401857095483465 - Closure correlated: 3.6401857095483465 - Alignment uncorrelated: 6.22876221411606 - Alignment correlated: 6.22876221411606 + Background_uncorrelated: 0.5662511103741873 + Background_correlated: 0.5662511103741873 + Final_state_radiation_uncorrelated: 4.125543804154793 + Final_state_radiation_correlated: 4.125543804154793 + Closure_uncorrelated: 3.6401857095483465 + Closure_correlated: 3.6401857095483465 + Alignment_uncorrelated: 6.22876221411606 + Alignment_correlated: 6.22876221411606 Unfold: 5.8344 -- Statistical uncertainty: +- Statistical_uncertainty: - 0.030264620533085308 - -0.033723092086143026 - -1.5349252494360467e-05 @@ -205,16 +205,16 @@ bins: - -0.001840308966963759 - 0.004261072610046948 - -0.0016026292298941564 - Background uncorrelated: 0.6380931593427405 - Background correlated: 0.6380931593427405 - Final state radiation uncorrelated: 1.435709608521166 - Final state radiation correlated: 1.435709608521166 - Closure uncorrelated: 2.4726109924531197 - Closure correlated: 2.4726109924531197 - Alignment uncorrelated: 6.85950146293446 - Alignment correlated: 6.85950146293446 + Background_uncorrelated: 0.6380931593427405 + Background_correlated: 0.6380931593427405 + Final_state_radiation_uncorrelated: 1.435709608521166 + Final_state_radiation_correlated: 1.435709608521166 + Closure_uncorrelated: 2.4726109924531197 + Closure_correlated: 2.4726109924531197 + Alignment_uncorrelated: 6.85950146293446 + Alignment_correlated: 6.85950146293446 Unfold: 5.1888 -- Statistical uncertainty: +- Statistical_uncertainty: - 0.008905614930091343 - -0.01660441321811774 - 0.021743616627007446 @@ -245,16 +245,16 @@ bins: - -0.002772896362431461 - -0.0002133730789435255 - 0.0018710594235433853 - Background uncorrelated: 0.4920048983495999 - Background correlated: 0.4920048983495999 - Final state radiation uncorrelated: 1.6868739371986277 - Final state radiation correlated: 1.6868739371986277 - Closure uncorrelated: 3.0926022181974844 - Closure correlated: 3.0926022181974844 - Alignment uncorrelated: 4.287471257046512 - Alignment correlated: 4.287471257046512 + Background_uncorrelated: 0.4920048983495999 + Background_correlated: 0.4920048983495999 + Final_state_radiation_uncorrelated: 1.6868739371986277 + Final_state_radiation_correlated: 1.6868739371986277 + Closure_uncorrelated: 3.0926022181974844 + Closure_correlated: 3.0926022181974844 + Alignment_uncorrelated: 4.287471257046512 + Alignment_correlated: 4.287471257046512 Unfold: 1.988 -- Statistical uncertainty: +- Statistical_uncertainty: - 0.002270367971421995 - -0.006394469646095323 - 0.024725390696247587 @@ -285,16 +285,16 @@ bins: - 0.002391462457931383 - 0.002591515564602719 - 0.0017781676367372207 - Background uncorrelated: 0.6264966081312812 - Background correlated: 0.6264966081312812 - Final state radiation uncorrelated: 4.134877613666456 - Final state radiation correlated: 4.134877613666456 - Closure uncorrelated: 2.067438806833228 - Closure correlated: 2.067438806833228 - Alignment uncorrelated: 4.573425239358352 - Alignment correlated: 4.573425239358352 + Background_uncorrelated: 0.6264966081312812 + Background_correlated: 0.6264966081312812 + Final_state_radiation_uncorrelated: 4.134877613666456 + Final_state_radiation_correlated: 4.134877613666456 + Closure_uncorrelated: 2.067438806833228 + Closure_correlated: 2.067438806833228 + Alignment_uncorrelated: 4.573425239358352 + Alignment_correlated: 4.573425239358352 Unfold: 2.3922 -- Statistical uncertainty: +- Statistical_uncertainty: - 0.0003078939245752913 - -0.0010337735254794124 - 0.005686152581225383 @@ -325,16 +325,16 @@ bins: - -0.005649973116840122 - -0.0013378822030119602 - -0.00236658263121012 - Background uncorrelated: 0.4932069798776169 - Background correlated: 0.4932069798776169 - Final state radiation uncorrelated: 2.7948395526398295 - Final state radiation correlated: 2.7948395526398295 - Closure uncorrelated: 1.3152186130069783 - Closure correlated: 1.3152186130069783 - Alignment uncorrelated: 3.2332457569754887 - Alignment correlated: 3.2332457569754887 + Background_uncorrelated: 0.4932069798776169 + Background_correlated: 0.4932069798776169 + Final_state_radiation_uncorrelated: 2.7948395526398295 + Final_state_radiation_correlated: 2.7948395526398295 + Closure_uncorrelated: 1.3152186130069783 + Closure_correlated: 1.3152186130069783 + Alignment_uncorrelated: 3.2332457569754887 + Alignment_correlated: 3.2332457569754887 Unfold: 2.48 -- Statistical uncertainty: +- Statistical_uncertainty: - 4.818184651701829e-05 - -0.00014720284398588926 - 0.0010310135458158332 @@ -365,16 +365,16 @@ bins: - 0.0015700752564979043 - -0.0021777669837790576 - -0.004352329634055992 - Background uncorrelated: 0.4553767670841367 - Background correlated: 0.4553767670841367 - Final state radiation uncorrelated: 1.9581200984617877 - Final state radiation correlated: 1.9581200984617877 - Closure uncorrelated: 1.548281008086065 - Closure correlated: 1.548281008086065 - Alignment uncorrelated: 1.775969391628133 - Alignment correlated: 1.775969391628133 + Background_uncorrelated: 0.4553767670841367 + Background_correlated: 0.4553767670841367 + Final_state_radiation_uncorrelated: 1.9581200984617877 + Final_state_radiation_correlated: 1.9581200984617877 + Closure_uncorrelated: 1.548281008086065 + Closure_correlated: 1.548281008086065 + Alignment_uncorrelated: 1.775969391628133 + Alignment_correlated: 1.775969391628133 Unfold: 1.932 -- Statistical uncertainty: +- Statistical_uncertainty: - 4.347863216946676e-06 - -9.168014172277141e-06 - 6.834489177212645e-05 @@ -405,16 +405,16 @@ bins: - 0.005208859069285225 - 0.0003763216641306475 - 1.4592969149272834e-05 - Background uncorrelated: 0.4013538090014844 - Background correlated: 0.4013538090014844 - Final state radiation uncorrelated: 1.3135215567321308 - Final state radiation correlated: 1.3135215567321308 - Closure uncorrelated: 0.8027076180029687 - Closure correlated: 0.8027076180029687 - Alignment uncorrelated: 1.5689285260967116 - Alignment correlated: 1.5689285260967116 + Background_uncorrelated: 0.4013538090014844 + Background_correlated: 0.4013538090014844 + Final_state_radiation_uncorrelated: 1.3135215567321308 + Final_state_radiation_correlated: 1.3135215567321308 + Closure_uncorrelated: 0.8027076180029687 + Closure_correlated: 0.8027076180029687 + Alignment_uncorrelated: 1.5689285260967116 + Alignment_correlated: 1.5689285260967116 Unfold: 1.032 -- Statistical uncertainty: +- Statistical_uncertainty: - 2.13148697190124e-06 - -9.62759934727998e-07 - 6.915318673303332e-06 @@ -445,16 +445,16 @@ bins: - -0.0038981094373032547 - 0.0016774146596561467 - 0.002416326509771568 - Background uncorrelated: 0.3419568393818144 - Background correlated: 0.3419568393818144 - Final state radiation uncorrelated: 1.481812970654529 - Final state radiation correlated: 1.481812970654529 - Closure uncorrelated: 1.2253453411181683 - Closure correlated: 1.2253453411181683 - Alignment uncorrelated: 1.0258705181454433 - Alignment correlated: 1.0258705181454433 + Background_uncorrelated: 0.3419568393818144 + Background_correlated: 0.3419568393818144 + Final_state_radiation_uncorrelated: 1.481812970654529 + Final_state_radiation_correlated: 1.481812970654529 + Closure_uncorrelated: 1.2253453411181683 + Closure_correlated: 1.2253453411181683 + Alignment_uncorrelated: 1.0258705181454433 + Alignment_correlated: 1.0258705181454433 Unfold: 0.3627 -- Statistical uncertainty: +- Statistical_uncertainty: - 5.414920353606815e-07 - -8.945318774112891e-08 - 5.592371853469523e-07 @@ -485,16 +485,16 @@ bins: - 0.0009378695584031342 - -0.0006863844637900595 - -0.004725146269254735 - Background uncorrelated: 0.22401142827989826 - Background correlated: 0.22401142827989826 - Final state radiation uncorrelated: 1.2626098684866993 - Final state radiation correlated: 1.2626098684866993 - Closure uncorrelated: 0.9367750637159382 - Closure correlated: 0.9367750637159382 - Alignment uncorrelated: 0.6516696095415222 - Alignment correlated: 0.6516696095415222 + Background_uncorrelated: 0.22401142827989826 + Background_correlated: 0.22401142827989826 + Final_state_radiation_uncorrelated: 1.2626098684866993 + Final_state_radiation_correlated: 1.2626098684866993 + Closure_uncorrelated: 0.9367750637159382 + Closure_correlated: 0.9367750637159382 + Alignment_uncorrelated: 0.6516696095415222 + Alignment_correlated: 0.6516696095415222 Unfold: 0.432 -- Statistical uncertainty: +- Statistical_uncertainty: - 8.713238524819304e-08 - -2.0229110227037713e-08 - 1.1242820575981207e-07 @@ -525,16 +525,16 @@ bins: - 0.002828225023229602 - 0.0019303959897832084 - 0.0008645077250441409 - Background uncorrelated: 0.10035259438599485 - Background correlated: 0.10035259438599485 - Final state radiation uncorrelated: 0.17561704017549098 - Final state radiation correlated: 0.17561704017549098 - Closure uncorrelated: 0.5268511205264729 - Closure correlated: 0.5268511205264729 - Alignment uncorrelated: 0.3010577831579845 - Alignment correlated: 0.3010577831579845 + Background_uncorrelated: 0.10035259438599485 + Background_correlated: 0.10035259438599485 + Final_state_radiation_uncorrelated: 0.17561704017549098 + Final_state_radiation_correlated: 0.17561704017549098 + Closure_uncorrelated: 0.5268511205264729 + Closure_correlated: 0.5268511205264729 + Alignment_uncorrelated: 0.3010577831579845 + Alignment_correlated: 0.3010577831579845 Unfold: 0.1774 -- Statistical uncertainty: +- Statistical_uncertainty: - 2.1554454052849838e-10 - -9.032953208983173e-10 - 6.850654023218481e-09 @@ -565,16 +565,16 @@ bins: - -0.001943940376783793 - 0.0009274955540931121 - -6.344647569603346e-05 - Background uncorrelated: 0.03336129793638132 - Background correlated: 0.03336129793638132 - Final state radiation uncorrelated: 0.0619566961675653 - Final state radiation correlated: 0.0619566961675653 - Closure uncorrelated: 0.3431447787742078 - Closure correlated: 0.3431447787742078 - Alignment uncorrelated: 0.06672259587276264 - Alignment correlated: 0.06672259587276264 + Background_uncorrelated: 0.03336129793638132 + Background_correlated: 0.03336129793638132 + Final_state_radiation_uncorrelated: 0.0619566961675653 + Final_state_radiation_correlated: 0.0619566961675653 + Closure_uncorrelated: 0.3431447787742078 + Closure_correlated: 0.3431447787742078 + Alignment_uncorrelated: 0.06672259587276264 + Alignment_correlated: 0.06672259587276264 Unfold: 0.020220000000000002 -- Statistical uncertainty: +- Statistical_uncertainty: - 1.9246948768867745e-16 - -1.0650368093204378e-15 - 1.094226098022571e-14 @@ -605,12 +605,12 @@ bins: - 0.00015211981635993152 - -0.0013465922193927424 - 0.0010048479353327393 - Background uncorrelated: 0.0028079210280917803 - Background correlated: 0.0028079210280917803 - Final state radiation uncorrelated: 0.009444825276308716 - Final state radiation correlated: 0.009444825276308716 - Closure uncorrelated: 0.013784339592450559 - Closure correlated: 0.013784339592450559 - Alignment uncorrelated: 0.006892169796225279 - Alignment correlated: 0.006892169796225279 + Background_uncorrelated: 0.0028079210280917803 + Background_correlated: 0.0028079210280917803 + Final_state_radiation_uncorrelated: 0.009444825276308716 + Final_state_radiation_correlated: 0.009444825276308716 + Closure_uncorrelated: 0.013784339592450559 + Closure_correlated: 0.013784339592450559 + Alignment_uncorrelated: 0.006892169796225279 + Alignment_correlated: 0.006892169796225279 Unfold: 0.002166 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT_YZ.yaml new file mode 100644 index 0000000000..2d8dfd68ee --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT_YZ.yaml @@ -0,0 +1,10696 @@ +definitions: + Statistical_uncertainty: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Luminosity: + description: Systematic uncertainty from the luminosity. + treatment: ADD + type: LHCB_LUM + Efficiency: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Background_uncorrelated: + description: Background contributions from heavy flavours, misidentified hadrons + and physics processes.(uncorrelated) + treatment: MULT + type: UNCORR + Background_correlated: + description: Background contributions from heavy flavours, misidentified hadrons + and physics processes.(correlated) + treatment: MULT + type: CORR + Final_state_radiation_uncorrelated: + description: Correlated uncertainties from final state radiation corrections.(uncorrelated) + treatment: MULT + type: UNCORR + Final_state_radiation_correlated: + description: Correlated uncertainties from final state radiation corrections.(correlated) + treatment: MULT + type: CORR + Closure_uncorrelated: + description: Correlated uncertainties from closure test.(uncorrelated) + treatment: MULT + type: UNCORR + Closure_correlated: + description: Correlated uncertainties from closure test.(correlated) + treatment: MULT + type: CORR + Alignment_uncorrelated: + description: Correlated uncertainties from detector alignment and momentum scale + calibration.(uncorrelated) + treatment: MULT + type: UNCORR + Alignment_correlated: + description: Correlated uncertainties from detector alignment and momentum scale + calibration.(correlated) + treatment: MULT + type: CORR + Unfold: + description: Correlated uncertainties due to unfolding corrections applied only + to pT. + treatment: MULT + type: UNCORR +bins: +- Statistical_uncertainty: + - 1.4663241300126814e-07 + - 8.246922536444745e-06 + - 3.42838776578302e-08 + - 1.205103320444147e-06 + - 1.2422776554038616e-05 + - 1.824376103042164e-08 + - -3.13059871917478e-09 + - -3.679110221099351e-06 + - 1.8901257114048992e-07 + - -6.219892112774459e-06 + - -3.24175819840016e-09 + - -4.6306267295978147e-07 + - -0.0026002099961027906 + - 4.344237743775757e-09 + - -4.6142388775823663e-08 + - 2.1948834971791139e-07 + - 3.7896380817249206e-07 + - 2.007839520088833e-09 + - -0.00033776327939912714 + - -0.0004828672047471153 + - -1.1847631242463385e-09 + - -9.807745761509092e-09 + - -6.435674916013771e-05 + - 2.1299018840482378e-07 + - 0.0005516942174010376 + - -0.0004367886962447719 + - -1.5991327198382514e-08 + - 4.5448151638736554e-12 + - 8.691429940426015e-09 + - 1.112500875930818e-10 + - 7.734575091228668e-06 + - -5.78693714032835e-12 + - 1.5569286785411316e-09 + - -6.851753574639813e-12 + - 1.3402715135130114e-10 + - -6.35030906016078e-09 + - 0.017787355030971938 + - 4.511063772081522e-05 + - 4.239451760518639e-11 + - -4.7286453057741456e-07 + - 2.3476953131610604e-13 + - 7.819653464540466e-13 + - 2.98065953670454e-09 + - -8.460550022011864e-14 + - -6.566685405673614e-12 + - 1.2320553345455528e-11 + - 3.54390729274785e-14 + - 4.115868986006665e-14 + - 1.9503188306020074e-14 + - -8.131043075251804e-14 + - 5.281348982911835e-15 + - -1.0832849780010452e-10 + - -5.052179215231149e-12 + - 2.6563928825475e-12 + - -1.1022161729583153e-15 + - 1.2103989252544013e-16 + - -1.5061568753182722e-12 + - -2.569498690480231e-16 + - 1.770830135076359e-17 + - -1.6303098181782946e-15 + - 1.4933055011868511e-15 + - -2.2272225889922933e-18 + - 2.0938713652110637e-15 + - -1.9368785750921243e-19 + - 1.3359762971959737e-20 + - -1.0592087305629345e-19 + - -3.6347755806473414e-25 + - -1.1274605256405783e-23 + - 7.097269385198988e-20 + - -3.331409784713466e-20 + Luminosity: 0.025 + Efficiency: + - 0.36681510647666726 + - -0.535352447279541 + - 0.3222389294080053 + - -0.08695249916325527 + - 0.009280025377477115 + - 0.00029502300712584597 + - 0.0045418242646273815 + - 0.009142707892965847 + - -0.0019904736689471385 + - -0.0015219310587183627 + - -0.007835837339076963 + - -0.003237072471716869 + - 0.0003436814996530286 + - -0.0016823608907877788 + - -0.007286661608094887 + - 0.000669246051490867 + - 0.004494172530795855 + - -0.0001572780082894861 + - -0.0007463422278892721 + - -0.00010582178833530394 + - 0.00012186528365859176 + - 0.0001511375934851063 + - -3.649959818748137e-05 + - 0.0003053735949220383 + - 0.0003744039104058946 + - -0.0007388199106474836 + - -3.442748164063318e-05 + - -0.00023097634037160477 + - -0.0003243094874620361 + - 0.0002908002702120867 + - -3.733565073183588e-06 + - -0.0008483037107051542 + - 0.0008417273839753164 + - 0.0003942379450734558 + - 0.00027088289243698343 + - -0.0008382889862377784 + - -7.026312935451e-05 + - -0.00021439163651986286 + - 0.0002132035759701013 + - 0.00012071956729087809 + - 7.241567268728176e-05 + - -0.0002489518396047191 + - 0.00031389140913558664 + - 0.0004163964687252432 + - 2.471256494434832e-05 + - -0.000482552909864434 + - 0.00045607632169215087 + - 0.00013536278535429127 + - 0.00038698089688908637 + - -4.783927949266723e-05 + - -1.188999093706595e-05 + - -0.0001304827022088462 + - -0.00026653457931574703 + - -0.00022695741755433607 + - 0.00023134521937518996 + - 0.000519066629832679 + - -0.000127871995717509 + - -0.00010527578519057441 + - 2.4265073477056344e-05 + - -0.0002819817040735891 + - -0.00019369865449571719 + - -0.00012197963761836133 + - -7.869913035026572e-05 + - 0.00012183342077932693 + - -1.982159479125362e-05 + - 3.9425343082794355e-05 + - -0.00026400538424067643 + - 2.4419630974345334e-05 + - 2.687874681078805e-05 + - 5.791188389465192e-05 + Background_uncorrelated: 0.1924320394321071 + Background_correlated: 0.1924320394321071 + Final_state_radiation_uncorrelated: 0.5685492074130436 + Final_state_radiation_correlated: 0.5685492074130436 + Closure_uncorrelated: 0.7434874250785954 + Closure_correlated: 0.7434874250785954 + Alignment_uncorrelated: 0.9096787318608698 + Alignment_correlated: 0.9096787318608698 + Unfold: 0.24740000000000004 +- Statistical_uncertainty: + - 8.19283320588886e-07 + - 5.090759859844838e-05 + - 2.2239397233937175e-07 + - 4.92827454985181e-06 + - 4.860684609484131e-05 + - -1.938703932743346e-07 + - -3.135564169023958e-09 + - 5.326567220632661e-06 + - -3.6274803770704986e-07 + - 1.3088311333317619e-05 + - -2.9117501737495567e-07 + - 2.8061799250712726e-06 + - -0.0394675344521868 + - 7.997747998074362e-08 + - -2.8116683831855802e-08 + - 1.0548508536538078e-08 + - 1.9085528753980298e-06 + - -8.435711882057207e-10 + - -0.0031264869042877813 + - -0.0037467911084970227 + - 1.059544830562676e-10 + - -8.07968399696732e-08 + - 1.9940987867435337e-05 + - 2.127657924373277e-06 + - 0.003475688110677288 + - -0.0022107671418911995 + - -8.977318205570318e-08 + - 4.4061275275379053e-13 + - -4.398965392587055e-11 + - -3.805997982223595e-11 + - -5.72284044680613e-06 + - 8.161426859440651e-13 + - 2.49399372471432e-09 + - 1.7059217318516625e-12 + - -4.2955208539063846e-11 + - -4.5091536983877633e-10 + - -0.0012356475832829793 + - -3.245786114094545e-06 + - -2.8412593982568926e-12 + - 2.662034534806804e-08 + - -1.9862760324508554e-13 + - -1.5750325143442555e-14 + - 1.9120687540047143e-09 + - 9.895630189071914e-14 + - -7.353093200092706e-11 + - 1.5179767177496e-10 + - 6.286470212472927e-15 + - -1.0664433971040355e-14 + - -1.1098282560351167e-15 + - -1.3269788239113159e-15 + - 8.17497355135172e-15 + - 6.403004485148788e-11 + - 6.051675801890624e-12 + - 4.470825197128818e-13 + - 9.281904676377333e-18 + - 2.571445748394197e-16 + - 7.512484849555479e-13 + - 3.710671441399595e-17 + - -2.147595492958048e-18 + - -4.5168953191382836e-15 + - 3.971073924455948e-15 + - -7.595550062042763e-19 + - -9.968272645022441e-16 + - -4.303566303505977e-19 + - 4.121986847775934e-21 + - -2.7974396819542135e-19 + - -8.169790211258828e-26 + - -2.5773451257050433e-23 + - -3.33211598959232e-20 + - 1.0260031278220586e-20 + Luminosity: 0.05 + Efficiency: + - 0.3695574198497867 + - -0.536537585246475 + - 0.31827918664725807 + - -0.08153950281943897 + - 0.012543054447417067 + - 0.0009147511580823795 + - 0.0042411199042557 + - 0.008923661436577331 + - -0.004163653929769145 + - 0.0013988764460661901 + - -0.009723620565666792 + - -0.002136226186644183 + - -0.0017553045015333427 + - -0.00021902172649447088 + - -0.009981181994784162 + - 0.0046879258163313045 + - -0.00197600501251513 + - 0.0012520048234441262 + - 0.0004292379620140931 + - 2.6201416424898787e-05 + - -0.00029011352962599366 + - 0.0002511934665002562 + - -0.00016682594801786487 + - -0.0004865161488532132 + - -0.0003258377563521157 + - 0.0001903637860366542 + - -0.0002465421452524715 + - -3.2567650257130634e-05 + - 0.0010161497400443433 + - 0.0001674141729691506 + - -0.00037774574790402427 + - 0.0005971002230557005 + - -0.00016983861798086942 + - 0.000520423677019308 + - 6.358088602564424e-05 + - -0.0002854616196244353 + - -5.919065569162869e-05 + - -0.0005409952227775763 + - -0.0005609052061982918 + - 0.0005263321605238927 + - -3.0394027350115805e-05 + - -0.00010999525098437055 + - -0.0006930775131892895 + - 2.5202090431591655e-05 + - -0.00018855866567650325 + - -2.712431818615427e-05 + - 7.73272459919534e-05 + - 0.0001652380639385318 + - -0.0004086399858782636 + - -0.00016399701523149373 + - 0.00015071190168504706 + - -6.074596672971491e-05 + - -0.0006101579172182067 + - 0.00029464215551437245 + - -0.0001176291306480758 + - -0.00015766683216919856 + - -4.1999968086540655e-05 + - 6.437142303989476e-06 + - -0.000245930978493938 + - 3.541630073761208e-05 + - -0.0001768488584227754 + - 6.7323099867365e-05 + - 0.00021760055446357133 + - 0.000262628703725948 + - 0.00014804356223546214 + - -0.00015875179117019538 + - 0.00017173847016340848 + - -3.3048451057653393e-06 + - 1.6453165423473175e-05 + - -9.784337896441423e-05 + Background_uncorrelated: 0.3092885060909959 + Background_correlated: 0.3092885060909959 + Final_state_radiation_uncorrelated: 3.6255485991777854 + Final_state_radiation_correlated: 3.6255485991777854 + Closure_uncorrelated: 0.8247693495759891 + Closure_correlated: 0.8247693495759891 + Alignment_uncorrelated: 2.3712118800309687 + Alignment_correlated: 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-2.8708934051556106e-05 + - 2.4161746067379528e-05 + - 0.0001326149581704874 + - 4.578260122029314e-05 + - 4.550053849305022e-05 + - -8.854485033322466e-05 + - -1.3398811753069735e-06 + - 2.8215798124670953e-06 + - 0.0002105293084907391 + - -5.673524558253028e-05 + - 7.119912503887169e-05 + - 0.00014252581433323692 + - 1.0649323796325013e-05 + - -0.00015622016348410174 + - -5.743427697673376e-05 + - 6.575571243812226e-05 + - 6.618587651272028e-05 + - 1.8619625297158974e-05 + - -9.825830010727293e-06 + - -3.1557697775842237e-05 + - 5.000238134901689e-05 + - 6.104742258530242e-05 + - 8.784962362020061e-05 + - -3.4574673398757e-05 + - -0.00012513955043996506 + - -2.955049066165709e-05 + - 4.163219780191695e-05 + - -0.00011319317493221942 + - -3.75371383149185e-07 + - -3.6686491420885756e-05 + - -2.4486967090813666e-05 + Background_uncorrelated: 0.002952170811453836 + Background_correlated: 0.002952170811453836 + Final_state_radiation_uncorrelated: 0.007675644109779974 + Final_state_radiation_correlated: 0.007675644109779974 + Closure_uncorrelated: 0.012871464737938727 + Closure_correlated: 0.012871464737938727 + Alignment_uncorrelated: 0.002834083978995682 + Alignment_correlated: 0.002834083978995682 + Unfold: 0.001503 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml new file mode 100644 index 0000000000..28fb18ea41 --- /dev/null +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml @@ -0,0 +1,897 @@ +definitions: + Statistical_uncertainty: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Luminosity: + description: Systematic uncertainty from the luminosity. + treatment: ADD + type: LHCB_LUM + Efficiency: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Background_uncorrelated: + description: Background contributions from heavy flavours, misidentified hadrons + and physics processes.(uncorrelated) + treatment: MULT + type: UNCORR + Background_correlated: + description: Background contributions from heavy flavours, misidentified hadrons + and physics processes.(correlated) + treatment: MULT + type: CORR + Final_state_radiation_uncorrelated: + description: Correlated uncertainties from final state radiation corrections.(uncorrelated) + treatment: MULT + type: UNCORR + Final_state_radiation_correlated: + description: Correlated uncertainties from final state radiation corrections.(correlated) + treatment: MULT + type: CORR + Closure_uncorrelated: + description: Correlated uncertainties from closure test.(uncorrelated) + treatment: MULT + type: UNCORR + Closure_correlated: + description: Correlated uncertainties from closure test.(correlated) + treatment: MULT + type: CORR + Alignment_uncorrelated: + description: Correlated uncertainties from detector alignment and momentum scale + calibration.(uncorrelated) + treatment: MULT + type: UNCORR + Alignment_correlated: + description: Correlated uncertainties from detector alignment and momentum scale + calibration.(correlated) + treatment: MULT + type: CORR +bins: +- Statistical_uncertainty: + - 0.19999594778191546 + - -0.001273129080240051 + - -2.5395876142546054e-06 + - -2.590158723546052e-06 + - -6.653880888613431e-13 + - 9.656825356558709e-12 + - 3.916977238650002e-11 + - -7.254013402544315e-11 + - -1.1483292227156575e-12 + - -7.732485703837392e-11 + - 4.7886818251285696e-11 + - -1.3742815168472698e-11 + - 1.4559711202741316e-18 + - -8.907798555761041e-19 + - -3.226378992997803e-24 + - 2.3418241532022697e-24 + - 5.792749393711933e-33 + - 5.561455902902097e-33 + Luminosity: 0.3 + Efficiency: + - 0.22072586483403678 + - 0.3818329652446918 + - -0.38458541665313595 + - 0.32141427817530427 + - -0.19713313283984213 + - -0.06600436769889471 + - -0.03088109682013186 + - -0.009825496504292942 + - 0.0014933240553025692 + - 0.00019128185991033818 + - 0.00020650862505310158 + - 6.592699089418838e-05 + - 3.2584699082509646e-05 + - -0.0001235028582715813 + - 0.000183158694923778 + - -5.81757811092663e-05 + - -6.1515407734745535e-06 + - 1.7486813788894143e-05 + Background_uncorrelated: 3.258348047707611 + Background_correlated: 3.258348047707611 + Final_state_radiation_uncorrelated: 1.0861160159025371 + Final_state_radiation_correlated: 1.0861160159025371 + Closure_uncorrelated: 8.236379787260907 + Closure_correlated: 8.236379787260907 + Alignment_uncorrelated: 2.443761035780709 + Alignment_correlated: 2.443761035780709 +- Statistical_uncertainty: + - -0.0008487457398503269 + - -0.29999178750612515 + - -0.0014454127773040877 + - -0.0014552805356156887 + - -6.838721495070693e-10 + - 9.79326929588083e-09 + - 3.9334779239297985e-08 + - -7.213733118662902e-08 + - -1.0930377325357867e-09 + - -7.617826921962011e-08 + - 4.670633167637884e-08 + - -1.3268276053899751e-08 + - 8.456591962958883e-16 + - -4.896587704656823e-16 + - -7.839554825479648e-22 + - 5.337911066300046e-22 + - -8.196968875514958e-31 + - -7.8568336130247965e-31 + Luminosity: 0.8 + Efficiency: + - 0.29823968678426854 + - 0.4622636643611938 + - -0.3454702935703852 + - 0.13836012955522803 + - 0.06277987430806643 + - 0.1027503801553823 + - 0.07409603444624224 + - 0.03519036882026455 + - -0.006448374887239831 + - 0.00023367314898911501 + - 0.0016030913277631025 + - 0.000548553196458988 + - -0.00024202308886044744 + - -4.060638025919743e-05 + - -2.908729252604654e-05 + - -0.00014779792783855032 + - 5.812259203076423e-05 + - -0.00011739944261337327 + Background_uncorrelated: 7.998791908782227 + Background_correlated: 7.998791908782227 + Final_state_radiation_uncorrelated: 5.713422791987305 + Final_state_radiation_correlated: 5.713422791987305 + Closure_uncorrelated: 20.282650911554928 + Closure_correlated: 20.282650911554928 + Alignment_uncorrelated: 6.284765071186035 + Alignment_correlated: 6.284765071186035 +- Statistical_uncertainty: + - 2.538600418671792e-06 + - 0.0015383028619794382 + - -0.2850009669305086 + - -0.2806636411964275 + - -3.2027225489130717e-07 + - 4.507365205726831e-06 + - 1.7873270065376105e-05 + - -3.2361892830619736e-05 + - -4.6282657526750866e-07 + - -3.375698049331417e-05 + - 2.0425783695849262e-05 + - -5.725041474337555e-06 + - 1.7257784783844479e-13 + - -9.091673528123084e-14 + - -3.402463514466922e-21 + - -2.431277437694717e-21 + - 1.8276440211866912e-28 + - 1.750732513270627e-28 + Luminosity: 1.3 + Efficiency: + - 0.34366376840003193 + - 0.4740249720613415 + - -0.24622715501067607 + - -0.024459030722619752 + - 0.16107357408249517 + - 0.042702816927210535 + - -0.031047031858827397 + - -0.049269750936867786 + - 0.020100829441974916 + - 0.0002983831286533838 + - -0.002113423014959277 + - 0.0006715819336673131 + - -0.0006713674901610861 + - 4.471720681002368e-05 + - -0.00016702204004426528 + - -0.0005095846224427213 + - 4.535718699125398e-06 + - -0.00020108133189451302 + Background_uncorrelated: 12.908941397341614 + Background_correlated: 12.908941397341614 + Final_state_radiation_uncorrelated: 1.383100864000887 + Final_state_radiation_correlated: 1.383100864000887 + Closure_uncorrelated: 26.739950037350486 + Closure_correlated: 26.739950037350486 + Alignment_uncorrelated: 6.454470698670807 + Alignment_correlated: 6.454470698670807 +- Statistical_uncertainty: + - -1.6391617599817593e-08 + - -1.7028559242597893e-05 + - -0.2820068524420245 + - 0.2836054730709751 + - -4.054409178607728e-05 + - 0.0005537480471341125 + - 0.00214726245433373 + - -0.003801350636266478 + - -4.8966143634026844e-05 + - -0.0038794734306660376 + - 0.002292452953260732 + - -0.0006270519911467302 + - 7.222819691565352e-13 + - 3.94479340473258e-13 + - 3.009174086285238e-19 + - 2.2453544176251247e-19 + - -3.538857405420452e-26 + - -3.3888265755179624e-26 + Luminosity: 1.7 + Efficiency: + - 0.39302876953112525 + - 0.46548041409543334 + - -0.1330843649794884 + - -0.12020227829826469 + - 0.10836977016375432 + - -0.06143480018220658 + - -0.05141433025066049 + - 0.011166681120370303 + - -0.02982422016213554 + - 0.0035742316148554185 + - 0.0011905729316189716 + - -0.0018250263620136742 + - -0.0008713596445901806 + - -0.001117445364077705 + - -0.0009087169433901784 + - -0.0002742274442514841 + - -3.874927820014298e-05 + - 0.00021628145776098553 + Background_uncorrelated: 16.705397705532185 + Background_correlated: 16.705397705532185 + Final_state_radiation_uncorrelated: 4.949747468305833 + Final_state_radiation_correlated: 4.949747468305833 + Closure_uncorrelated: 12.99308710430281 + Closure_correlated: 12.99308710430281 + Alignment_uncorrelated: 4.331029034767605 + Alignment_correlated: 4.331029034767605 +- Statistical_uncertainty: + - 8.89132204018698e-11 + - 1.2123998591000417e-07 + - 0.0036013311722204967 + - -0.003559873747915726 + - -0.003491165118968214 + - 0.046273751747962305 + - 0.17546807020627123 + - -0.3037194112295469 + - -0.003523688167246306 + - -0.30325732508699543 + - 0.17500482261033473 + - -0.046714830881902654 + - 1.940023289303237e-12 + - -1.1017806912265833e-12 + - -1.8079207600218994e-17 + - -1.4119544184323972e-17 + - 4.661072470269238e-24 + - 4.462006785571162e-24 + Luminosity: 2.1 + Efficiency: + - 0.44796190322163737 + - 0.4340959266935516 + - -0.00881799691440352 + - -0.15868221621462605 + - -0.0036552233042081318 + - -0.08276908010582432 + - 0.012463767108892932 + - 0.028388929625995672 + - 0.015460938140593456 + - -0.006513222161351677 + - -0.001482497874551888 + - 0.0038946467247552635 + - -0.0023723892459825502 + - 0.0010875104990009134 + - -0.0006429928855762832 + - 0.0012683735176162866 + - 0.00017428592721979543 + - -8.088337277261767e-05 + Background_uncorrelated: 16.5363991848286 + Background_correlated: 16.5363991848286 + Final_state_radiation_uncorrelated: 7.516545084013001 + Final_state_radiation_correlated: 7.516545084013001 + Closure_uncorrelated: 10.523163117618202 + Closure_correlated: 10.523163117618202 + Alignment_uncorrelated: 4.5099270504078 + Alignment_correlated: 4.5099270504078 +- Statistical_uncertainty: + - -7.90626813830974e-13 + - -1.415130312251977e-09 + - -7.54162143164949e-05 + - 7.327353780614218e-05 + - -0.015092504990450699 + - 0.12824435653001692 + - 0.2885123290384681 + - -0.16226290951691758 + - 0.015178730415911173 + - 0.1577073910807855 + - -0.2864213179565882 + - 0.12890999962790808 + - -9.058575475826637e-11 + - 5.4851981483401736e-11 + - 1.5340318974679912e-15 + - 1.2222004113875069e-15 + - -5.991923068982787e-22 + - -5.7348478787138305e-22 + Luminosity: 2.5 + Efficiency: + - 0.48995414256294517 + - 0.38503917284855615 + - 0.08104740242167689 + - -0.13625656109691797 + - -0.07676269340601136 + - -0.020172022018277152 + - 0.04983624928040765 + - -0.01181097244646712 + - -0.0016716108370402093 + - 0.00786907839555232 + - -0.0061916298799976925 + - -0.0029490265726322636 + - 0.0045214745192628265 + - -0.00041375428157409494 + - 0.0003990173915957547 + - 0.0002456592373419475 + - 0.0002781715207047366 + - -8.780362456702768e-05 + Background_uncorrelated: 16.484780389801987 + Background_correlated: 16.484780389801987 + Final_state_radiation_uncorrelated: 0.8676200205158939 + Final_state_radiation_correlated: 0.8676200205158939 + Closure_uncorrelated: 16.484780389801987 + Closure_correlated: 16.484780389801987 + Alignment_uncorrelated: 6.940960164127151 + Alignment_correlated: 6.940960164127151 +- Statistical_uncertainty: + - 9.642692557027145e-15 + - 2.2655738696189675e-11 + - 2.166644766308759e-06 + - -2.0690776108590804e-06 + - -0.04496358259425511 + - 0.2257203594213543 + - 0.21954077048827675 + - 0.1570871098831303 + - -0.045149893444590694 + - 0.16245007360340505 + - 0.21248161441670446 + - -0.224893552195375 + - 3.1901706706653512e-09 + - -2.085429712640746e-09 + - -1.0222932328043932e-13 + - -8.322557857422486e-14 + - 6.318439218977008e-20 + - 6.045955145065694e-20 + Luminosity: 2.7 + Efficiency: + - 0.5354700341465908 + - 0.31516657471320675 + - 0.14833376434196288 + - -0.07867734281088597 + - -0.07645652419869611 + - 0.041725400006498034 + - 0.007606297522860166 + - -0.01688676985783144 + - -0.00828619298804085 + - -0.015725388221482922 + - 0.0003635230804485886 + - -0.000808940906532228 + - 0.0010464853913581358 + - 0.0003186471713489874 + - 0.0004161538258990414 + - -0.0006577646280128929 + - -0.00018454341687644345 + - 0.0008018832948166699 + Background_uncorrelated: 17.119055172526316 + Background_correlated: 17.119055172526316 + Final_state_radiation_uncorrelated: 14.265879310438597 + Final_state_radiation_correlated: 14.265879310438597 + Closure_uncorrelated: 5.706351724175439 + Closure_correlated: 5.706351724175439 + Alignment_uncorrelated: 12.363762069046784 + Alignment_correlated: 12.363762069046784 +- Statistical_uncertainty: + - -1.2540955522465002e-16 + - -3.959851271494951e-13 + - -7.023226965367306e-08 + - 6.587489326526816e-08 + - -0.10796348196620979 + - 0.28034787940826855 + - -0.02037124039854507 + - 0.1913344517691412 + - 0.10791960532039911 + - -0.18610365879550986 + - 0.0292742916330603 + - 0.27493071131399593 + - -9.428465484115233e-08 + - 6.64560008923626e-08 + - 5.6333558551385536e-12 + - 4.682838849105586e-12 + - -5.400155768844546e-18 + - -5.16614410551195e-18 + Luminosity: 2.8 + Efficiency: + - 0.5675704391659063 + - 0.2176036947994734 + - 0.1892428004118905 + - -0.004953660477323955 + - -0.034746642626887 + - 0.04321157120538454 + - -0.03185820957628652 + - 0.004266304383508555 + - 0.008739488636829747 + - 0.0024567347763837168 + - 0.007111128530244017 + - -0.004765275774135942 + - 0.0013392700502571006 + - 0.00288385833288419 + - -0.0005316833410161209 + - 0.0010320246202163161 + - -9.477857867386054e-05 + - -0.00042328088310074287 + Background_uncorrelated: 14.027584325178731 + Background_correlated: 14.027584325178731 + Final_state_radiation_uncorrelated: 3.005910926824013 + Final_state_radiation_correlated: 3.005910926824013 + Closure_uncorrelated: 1.0019703089413379 + Closure_correlated: 1.0019703089413379 + Alignment_uncorrelated: 10.01970308941338 + Alignment_correlated: 10.01970308941338 +- Statistical_uncertainty: + - 2.0802058108818297e-18 + - 8.862096626563914e-15 + - 2.8561793987442643e-09 + - -2.6318119263505932e-09 + - -0.19865469386592335 + - 0.20897821085944465 + - -0.19472873307895125 + - -0.07477316753991663 + - -0.1967540750350953 + - -0.0835963976417209 + - -0.19555772763646476 + - -0.1985214480427322 + - 2.1999681391274927e-06 + - -1.66894892162854e-06 + - -2.4025577115593484e-10 + - -2.0374421404232647e-10 + - 3.4896977844082694e-16 + - 3.3377924712541587e-16 + Luminosity: 2.9 + Efficiency: + - 0.5960609816595657 + - 0.1140239750792983 + - 0.19868962745875593 + - 0.03504917716102831 + - -0.002736723823815206 + - 0.011848139475001735 + - -0.013789081321677206 + - 0.013806859814554507 + - 0.0007617473855249572 + - 0.006946970816542244 + - -0.002512430684657637 + - 0.0042289942755617165 + - 0.0004360704519975464 + - 0.00027476453166568195 + - 0.0010282274895313797 + - -9.484458430492938e-05 + - -0.0009058892756958044 + - 1.6250492993341742e-05 + Background_uncorrelated: 15.644737533752364 + Background_correlated: 15.644737533752364 + Final_state_radiation_uncorrelated: 3.128947506750473 + Final_state_radiation_correlated: 3.128947506750473 + Closure_uncorrelated: 1.0429825022501578 + Closure_correlated: 1.0429825022501578 + Alignment_uncorrelated: 6.257895013500946 + Alignment_correlated: 6.257895013500946 +- Statistical_uncertainty: + - -4.196200797045483e-20 + - -2.453344461451626e-16 + - -1.372133836490318e-10 + - 1.2426401040952603e-10 + - -0.28172291589075543 + - 0.01002734311996942 + - -0.12301304507664894 + - -0.18407243150897343 + - 0.2759442054652507 + - 0.18026450794272528 + - 0.11347343840272332 + - -0.0002445040562699809 + - -4.509805218548944e-05 + - 3.685948361687351e-05 + - 9.09542298994678e-09 + - 7.872243112016655e-09 + - -2.024772260693045e-14 + - -1.9362257634736647e-14 + Luminosity: 2.9 + Efficiency: + - 0.6222221563269377 + - 0.0003446276870877306 + - 0.18409405478042482 + - 0.034710737250832034 + - 0.01137507473346057 + - -0.003856491538578947 + - 0.001687638246482337 + - 0.001512589464377527 + - 0.006369760843582348 + - 0.0011068143703013016 + - 0.0024114408399604774 + - -0.002252241978456368 + - -0.004108547464130281 + - -0.004445547164921167 + - 0.002267315264088267 + - 0.0002999440278859586 + - 0.00022685322078782854 + - 2.21002658517449e-05 + Background_uncorrelated: 11.309465858297642 + Background_correlated: 11.309465858297642 + Final_state_radiation_uncorrelated: 4.112533039380962 + Final_state_radiation_correlated: 4.112533039380962 + Closure_uncorrelated: 6.1687995590714415 + Closure_correlated: 6.1687995590714415 + Alignment_uncorrelated: 7.1969328189166815 + Alignment_correlated: 7.1969328189166815 +- Statistical_uncertainty: + - 1.2863665057063279e-21 + - -2.3040302495685548e-18 + - 7.378785966003638e-12 + - -6.56562416590135e-12 + - -0.29515395918266263 + - -0.1738021325685232 + - 0.09358752047630677 + - 0.027554690784835918 + - -0.2838805391184422 + - 0.03820422699797501 + - 0.1014069873062834 + - 0.17557568128244488 + - 0.0008064258631360715 + - -0.0007095170374011939 + - -2.975340571329816e-07 + - -2.627168835745581e-07 + - 1.003818729816987e-12 + - 9.597240155317736e-13 + Luminosity: 2.7 + Efficiency: + - 0.6198418351453017 + - -0.11995226665503855 + - 0.15241803769615597 + - 0.017966561133595616 + - 0.000873706086423962 + - -0.01321243055741708 + - 0.0013083761249578028 + - -0.008439212660032405 + - -0.002121663534372007 + - 0.005514128548792207 + - 0.005302453059093906 + - 0.005960402032647438 + - 0.001668910384455615 + - 0.0014656102520623228 + - 0.00017322524292626078 + - -0.0011331560692310397 + - 0.0005705847590761763 + - 0.000333750492270273 + Background_uncorrelated: 10.484979351434129 + Background_correlated: 10.484979351434129 + Final_state_radiation_uncorrelated: 7.62543952831573 + Final_state_radiation_correlated: 7.62543952831573 + Closure_uncorrelated: 37.17401770053918 + Closure_correlated: 37.17401770053918 + Alignment_uncorrelated: 9.531799410394663 + Alignment_correlated: 9.531799410394663 +- Statistical_uncertainty: + - 1.7421092381308336e-22 + - -8.709328312811946e-19 + - -4.3838566133987604e-13 + - 3.725462874526572e-13 + - -0.1953214580129385 + - -0.18169272373658313 + - 0.16902724313164932 + - 0.17561207691230044 + - 0.18032074212917998 + - -0.17366046391204673 + - -0.1637697722034385 + - -0.17201610407567053 + - -0.013458072589523577 + - 0.01275722209896549 + - 9.162709517072532e-06 + - 8.256823324308426e-06 + - -4.729621565446645e-11 + - -4.520914000382148e-11 + Luminosity: 2.4 + Efficiency: + - 0.5937488636487858 + - -0.22493472679035184 + - 0.13253187416211243 + - 0.02910341425148264 + - -0.02699138476827319 + - -0.011415928748277812 + - -0.0007327948520619178 + - 0.0055325207960403066 + - 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-0.28523025874528074 + - -0.0003483870002050464 + - -0.000320282259632498 + - 2.725953808707951e-09 + - 2.605131037748614e-09 + Luminosity: 2.0 + Efficiency: + - 0.5633762505017683 + - -0.30064825743068324 + - 0.0925032258303523 + - 0.06687980560660493 + - -0.033142836097571654 + - 0.004068169203443076 + - 0.02118553746523981 + - 0.0030190330961740786 + - 0.0057115419959130635 + - 0.004746320172721778 + - -0.0036918295041975272 + - -0.0032245850483321992 + - -0.005299449506304753 + - 0.001968823137323757 + - -0.001661852070849137 + - -0.0009341877478335348 + - 4.4830656358624755e-06 + - 0.0005996781935539796 + Background_uncorrelated: 4.900249993622775 + Background_correlated: 4.900249993622775 + Final_state_radiation_uncorrelated: 3.5001785668734104 + Final_state_radiation_correlated: 3.5001785668734104 + Closure_uncorrelated: 20.301035687865777 + Closure_correlated: 20.301035687865777 + Alignment_uncorrelated: 7.000357133746821 + Alignment_correlated: 7.000357133746821 +- Statistical_uncertainty: + - 2.553481142583765e-25 + - 2.7781095686610386e-21 + - 5.746459331425827e-13 + - -4.948429748817661e-13 + - -0.0002799487855000867 + - -0.0002764392475335031 + - 0.00026888220453708125 + - 0.00029217525570622463 + - 0.0003695786200653933 + - -0.0003017967837152693 + - -0.00029837035752764476 + - -0.00032901830467328843 + - 0.2913255398151566 + - 0.27391376563384917 + - 0.007203450023561355 + - 0.0069319372365690005 + - -1.2368866961791605e-07 + - -1.1816775529940137e-07 + Luminosity: 1.6 + Efficiency: + - 0.5385231803219944 + - -0.36511117134012544 + - 0.02308907083780186 + - 0.09931473379582537 + - 0.0006202488386868036 + - 0.033299046977319 + - 0.011269411323154687 + - -0.024324513352628918 + - -0.006140589653227487 + - -8.584005577156785e-06 + - 0.00019806615885315505 + - 0.0023731660732203754 + - 0.0010896742304606162 + - -0.003117491412151225 + - -0.0021488738916794563 + - 0.0017974385441974167 + - -5.5887935883202446e-05 + - 0.00025823438712481103 + Background_uncorrelated: 5.487148622007609 + Background_correlated: 5.487148622007609 + Final_state_radiation_uncorrelated: 9.876867519613695 + Final_state_radiation_correlated: 9.876867519613695 + Closure_uncorrelated: 41.15361466505706 + Closure_correlated: 41.15361466505706 + Alignment_uncorrelated: 9.328152657412936 + Alignment_correlated: 9.328152657412936 +- Statistical_uncertainty: + - 4.849912292981685e-27 + - 1.8699032784186476e-23 + - 1.8925855201333446e-14 + - -1.666278197614619e-14 + - -3.880283834203188e-06 + - -3.898840193999212e-06 + - 3.841197090143899e-06 + - 4.2276836276156305e-06 + - 5.6658068037645635e-06 + - -4.420954611170439e-06 + - -4.428817716300194e-06 + - -4.949852258644558e-06 + - 0.00927008887049258 + - 0.00958078684364667 + - -0.21113987688997896 + - -0.2127022004653859 + - 7.961792451451544e-06 + - 7.603925962849377e-06 + Luminosity: 1.2 + Efficiency: + - 0.5028179056680264 + - -0.417571946617052 + - -0.07071158576208862 + - 0.10508227946876653 + - 0.05915125468605951 + - 0.02792741630457577 + - -0.03235100426312025 + - -0.0022591445889414597 + - -0.01680671675042267 + - -0.003361996404123455 + - -0.005099884448191315 + - 0.00017855694858543456 + - -0.0007250103686169655 + - 0.003284632933612386 + - 0.0015655613813333994 + - 0.0010879823443495716 + - 0.00030396515086062955 + - -0.00023581165879018863 + Background_uncorrelated: 3.684733436763099 + Background_correlated: 3.684733436763099 + Final_state_radiation_uncorrelated: 13.510689268131364 + Final_state_radiation_correlated: 13.510689268131364 + Closure_uncorrelated: 11.054200310289298 + Closure_correlated: 11.054200310289298 + Alignment_uncorrelated: 5.322392741991144 + Alignment_correlated: 5.322392741991144 +- Statistical_uncertainty: + - 3.057082410827335e-30 + - 9.178058960657213e-22 + - 4.269919670795368e-16 + - -3.843500162268118e-16 + - -3.685814415706281e-08 + - -3.768381853130385e-08 + - 3.76057149821376e-08 + - 4.1922118661089443e-08 + - 5.9524172600674996e-08 + - -4.438111227130656e-08 + - -4.505048728650137e-08 + - -5.103202421890207e-08 + - 0.00020207499311419822 + - 0.0002295461429928117 + - -0.21662213034340683 + - 0.20754386298000324 + - -0.00039888516140214883 + - -0.0003807226011399235 + Luminosity: 0.8 + Efficiency: + - 0.4676415967325037 + - -0.44670295862869214 + - -0.1564761872376542 + - 0.07691862294195975 + - 0.10193828129991794 + - -0.030016208481193175 + - -0.028768197794780532 + - 0.036128275883642195 + - 0.017307208461503635 + - -0.0031347981518631773 + - -0.0011418777063898823 + - -0.0023012523128184484 + - 0.004863290368030979 + - -0.0010925112109224885 + - -2.8550377694415866e-05 + - -0.0004108208047325626 + - 2.1616547481462737e-05 + - 0.0005506725938968402 + Background_uncorrelated: 2.5137646071181763 + Background_correlated: 2.5137646071181763 + Final_state_radiation_uncorrelated: 1.1172287142747452 + Final_state_radiation_correlated: 1.1172287142747452 + Closure_uncorrelated: 20.948038392651473 + Closure_correlated: 20.948038392651473 + Alignment_uncorrelated: 3.6309933213929217 + Alignment_correlated: 3.6309933213929217 +- Statistical_uncertainty: + - -4.2049300959435694e-31 + - 5.0584230144662365e-24 + - 1.2490427246724493e-18 + - -1.1359810887512998e-18 + - -6.55241840335504e-11 + - -6.778344901879183e-11 + - 6.822850464065708e-11 + - 7.671373908788492e-11 + - 1.1316802894234728e-10 + - -8.18821397209034e-11 + - -8.384826866721578e-11 + - -9.582882936072947e-11 + - 5.815617570478595e-07 + - 6.903753182192262e-07 + - -0.0011713895555181025 + - 0.0011680173217524274 + - 0.07234963883394303 + - 0.06901299400713287 + Luminosity: 0.4 + Efficiency: + - 0.40449848551858125 + - -0.4622038196142874 + - -0.3013842592426222 + - -0.06759666335824552 + - 0.05703161387049013 + - -0.0931641190352566 + - 0.06896315237727266 + - -0.025099967976435125 + - -0.0026675937696379235 + - -0.0009488427617647193 + - 0.004053136251158228 + - -0.0013411962322969965 + - -9.304692357436464e-05 + - 0.0013445977987145371 + - 0.000709876339814045 + - 9.323720554556224e-05 + - -0.00038493534219666357 + - -0.00014290743540444333 + Background_uncorrelated: 1.158240907583565 + Background_correlated: 1.158240907583565 + Final_state_radiation_uncorrelated: 1.8017080784633233 + Final_state_radiation_correlated: 1.8017080784633233 + Closure_uncorrelated: 10.424168168252084 + Closure_correlated: 10.424168168252084 + Alignment_uncorrelated: 0.9008540392316616 + Alignment_correlated: 0.9008540392316616 +- Statistical_uncertainty: + - -3.88727200064197e-34 + - 1.5476641475404715e-27 + - 2.0277162652177495e-22 + - -1.8633206832201114e-22 + - -6.464606380759854e-15 + - -6.766510040561897e-15 + - 6.8698960171117655e-15 + - 7.790680374189692e-15 + - 1.1940608071675725e-14 + - -8.384023586298857e-15 + - -8.660859907879246e-15 + - -9.98669710465405e-15 + - 9.288624540879822e-11 + - 1.1523192396247392e-10 + - -3.5153789299081866e-07 + - 3.648051332885016e-07 + - -0.06884510619364362 + - 0.07252827967716595 + Luminosity: 0.1 + Efficiency: + - 0.30696672372741635 + - -0.42946071378077677 + - -0.44891879102371834 + - -0.31700093705094345 + - -0.14775530193532216 + - 0.0692174484740184 + - -0.03187230656254208 + - 0.008062608206721897 + - 0.002117701471756438 + - 0.0026141885772617097 + - 0.00043860883223083367 + - 0.0009645791438901603 + - -0.0008193866755733682 + - -0.0007382674577191515 + - 0.00020075246613585 + - -0.00013257164636161254 + - 2.5882546806065037e-06 + - -3.269091888366854e-05 + Background_uncorrelated: 0.47729707730091964 + Background_correlated: 0.47729707730091964 + Final_state_radiation_uncorrelated: 0.53457272657703 + Final_state_radiation_correlated: 0.53457272657703 + Closure_uncorrelated: 5.4411866812304845 + Closure_correlated: 5.4411866812304845 + Alignment_uncorrelated: 0.9355022715098024 + Alignment_correlated: 0.9355022715098024 From f1060f8452fc7b3b37eb2f12b563910c3ff1e68d Mon Sep 17 00:00:00 2001 From: achiefa Date: Sun, 10 Mar 2024 22:52:55 +0000 Subject: [PATCH 04/21] Cleaning up filter.py and metadata --- .../LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml | 71 --- .../LHCB_Z_13TEV_DIMUON_2022/filter.py | 111 ++-- .../kinematics_PT.yaml | 31 +- .../kinematics_YZ.yaml | 39 +- .../LHCB_Z_13TEV_DIMUON_2022/metadata.yaml | 56 +- .../uncertainties_PT.yaml | 332 ++++++------ .../uncertainties_YZ.yaml | 502 +++++++++--------- 7 files changed, 560 insertions(+), 582 deletions(-) delete mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml deleted file mode 100644 index 0c36cfe34f..0000000000 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT_YZ.yaml +++ /dev/null @@ -1,71 +0,0 @@ -data_central: -- 1.237 -- 2.43 -- 2.68 -- 2.49 -- 2.32 -- 2.11 -- 1.849 -- 1.542 -- 1.321 -- 1.03 -- 0.782 -- 0.517 -- 0.228 -- 0.0167 -- 3.37 -- 6.53 -- 6.88 -- 6.8 -- 6.09 -- 5.57 -- 4.89 -- 4.04 -- 3.26 -- 2.6 -- 1.911 -- 1.202 -- 0.481 -- 0.0289 -- 4.16 -- 8.06 -- 8.25 -- 8.17 -- 7.25 -- 6.26 -- 5.56 -- 4.51 -- 3.63 -- 2.81 -- 1.966 -- 1.175 -- 0.429 -- 0.0202 -- 2.25 -- 4.44 -- 4.37 -- 4.25 -- 3.6 -- 3.29 -- 2.78 -- 2.37 -- 1.849 -- 1.407 -- 0.952 -- 0.576 -- 0.188 -- 0.00594 -- 0.377 -- 0.702 -- 0.76 -- 0.762 -- 0.61 -- 0.509 -- 0.432 -- 0.392 -- 0.26 -- 0.213 -- 0.141 -- 0.0768 -- 0.0211 -- 0.00033 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py index 5fe766ccd7..8ceb5857c2 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py @@ -2,12 +2,14 @@ import numpy as np from collections import defaultdict, namedtuple -PRINT_EIGENVALUE = True +PRINT_EIGENVALUES = False # Loading tables with open('metadata.yaml', 'r') as file: metadata = yaml.safe_load(file) +# Initialise dictionaries for data and all +# sources of uncertainties data = defaultdict(list) statcorr = defaultdict(list) effcorr = defaultdict(list) @@ -15,24 +17,31 @@ ndata_obs = defaultdict(list) observables = [] +# Loop over the implemented observables for observable in metadata['implemented_observables']: + # Append observable name and the number of points observables.append(observable['observable_name']) ndata_obs[observable['observable_name']] = observable['ndata'] + # Append bin values with open("rawdata/" + str(observable['tables']['data']) + ".yaml", 'r') as file: data[observable['observable_name']] = yaml.safe_load(file) + # Append statistical uncertainties with open("rawdata/" + str(observable['tables']['stat']) + ".yaml", 'r') as file: statcorr[observable['observable_name']] = yaml.safe_load(file) + # Append efficiency uncertainties with open("rawdata/" + str(observable['tables']['eff']) + ".yaml", 'r') as file: effcorr[observable['observable_name']] = yaml.safe_load(file) + # Append systematic uncertainties with open("rawdata/" + str(observable['tables']['sys']) + ".yaml", 'r') as file: syserr[observable['observable_name']] = yaml.safe_load(file) -kin2_dict = {observables[2]:'yZ'} +# Utility functions +# ________________________________________________________ def OuterDecomposition(matrix): """ Compute the single value decomposition of the matrix A. @@ -66,7 +75,13 @@ def OuterDecomposition(matrix): sigma[i][j] = eigenvectors[i][j] * np.sqrt(eigenvalues[j]) return sigma + def ExtractCorrelation(yaml_file, N): + """ Convert a list of values into a matrix + + LHCb correlation matrices are given as lists of values. This function converts + the list into a 2D-array + """ values = yaml_file['dependent_variables'][0]['values'] corr = np.empty((N, N)) for i in range(N): @@ -99,7 +114,8 @@ def ComputeCovariance(corr_matrix, diag_terms): return cov else: raise Exception("The covariance matrix is not symmetric.") - + +# Check implementation of outer decomposition def CheckFunctions(B): sigma = OuterDecomposition(B) print('') @@ -114,7 +130,8 @@ def CheckFunctions(B): print("\n".join(["".join(["{:11}".format(item) for item in row]) for row in B_from_sigma])) exit() -# Dictionaries of uncertainties + +# Dictionaries for uncertainties uncertainties = { "Stat. unc" : { "description":"Total (correlated) statistical uncertainty with correlation matrix.", "treatment":"ADD", "source":"statistical", @@ -134,28 +151,28 @@ def CheckFunctions(B): "BKG(%)" : { "description":"Background contributions from heavy flavours, misidentified hadrons and physics processes.", "treatment":"MULT", "source":"systematic", - "correlation fraction":0.50, + "correlation fraction": 0.50, "label":"Background", "absolute":False}, "FSR(%)" : { "description":"Correlated uncertainties from final state radiation corrections.", "treatment":"MULT", "source":"systematic", - "correlation fraction":0.50, + "correlation fraction": 0.50, "label":"Final_state_radiation", "absolute":False}, "Closure(%)" : { "description":"Correlated uncertainties from closure test.", "treatment":"MULT", "source":"systematic", - "correlation fraction":0.50, + "correlation fraction": 0.50, "label":"Closure", "absolute":False}, "Alignment(%)" : { "description":"Correlated uncertainties from detector alignment and momentum scale calibration.", "treatment":"MULT", "source":"systematic", - "correlation fraction":0.50, + "correlation fraction": 0.50, "label":"Alignment", "absolute":False}, @@ -174,58 +191,90 @@ def CheckFunctions(B): "absolute":True}} +def return_index(vec, string): + """ Function that returns the position of the qualifier in LHCb tables """ + for i, ql in enumerate(vec): + if ql['name'] == string: + return i + def processData(): - if PRINT_EIGENVALUE: + + # Eigenvalues debugging + if PRINT_EIGENVALUES: yaml_info = {} - for l, obs in enumerate(observables): - + # Filter unwanted datasets + exclude_rules = ["PT_Y"] + filtered_obs = [k for k in filter(lambda t: not t in exclude_rules , observables)] + + # Loop over the observables + for l, obs in enumerate(filtered_obs): + data_central = [] kin = [] error = [] ndata = ndata_obs[obs] + # Loop over the bins for data_kin2 in data[obs]['dependent_variables']: values = data_kin2['values'] for j in range(len(values)): - # Central value + + # Append central value of the bin data_central_value = values[j]['value'] data_central.append(data_central_value) - # Kinematics + # Append relative kinematics kin1_min = data[obs]['independent_variables'][0]['values'][j]['low'] kin1_max = data[obs]['independent_variables'][0]['values'][j]['high'] - def return_index(vec, string): - for i, ql in enumerate(vec): - if ql['name'] == string: - return i - + # Store value of Vs from LHCb tables sqrt_s_index = return_index(data_kin2['qualifiers'] ,"SQRT(S)") - sqrt_s = data_kin2['qualifiers'][sqrt_s_index] + sqrt_s = data_kin2['qualifiers'][sqrt_s_index]['value'] + + # Check if single or double distribution. + # For single distributions, the table is made of + # one single list, containing the bins for the single + # kinematic variable. + # For double distributions, the are multiple lists + # such that, each accounting for a different binning + # in the second kinematic variable. if len(data[obs]['dependent_variables']) > 1: + # Find the position of the second kinematic variable (kin2) in each list kin2_index = return_index(data_kin2['qualifiers'] ,"$y^Z$") kin2_int = data_kin2['qualifiers'][kin2_index]['value'] + + # Find min and mac value for kin2 in the bin separator = data_kin2['qualifiers'][kin2_index]['value'].find('-') kin2_min = float(kin2_int[:separator]) kin2_max = float(kin2_int[separator+1:]) - kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}, str(kin2_dict[obs]): {'min': kin2_min, 'mid': None, 'max': kin2_max}} + + # Store all kinematic into a single dict + kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, + 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}, + 'yZ': {'min': kin2_min, 'mid': None, 'max': kin2_max}} + elif len(data[obs]['dependent_variables']) == 1: - kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}} + kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, + 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}} + kin.append(kin_value) - # Error + # Error error_value = {} error_definition = {} # Statistical uncertainty error_value[uncertainties['Stat. unc']['label']] = float(values[j]['errors'][0]['symerror']) - error_definition[uncertainties['Stat. unc']['label']] = {'description': uncertainties['Stat. unc']['description'], 'treatment': uncertainties['Stat. unc']['treatment'], 'type': uncertainties['Stat. unc']['type']} + error_definition[uncertainties['Stat. unc']['label']] = {'description': uncertainties['Stat. unc']['description'], + 'treatment': uncertainties['Stat. unc']['treatment'], + 'type': uncertainties['Stat. unc']['type']} # Luminosity (systematic) uncertainty error_value[uncertainties['Luminosity']['label']] = float(values[j]['errors'][2]['symerror']) - error_definition[uncertainties['Luminosity']['label']] = {'description': uncertainties['Luminosity']['description'], 'treatment': uncertainties['Luminosity']['treatment'], 'type': uncertainties['Luminosity']['type']} - + error_definition[uncertainties['Luminosity']['label']] = {'description': uncertainties['Luminosity']['description'], + 'treatment': uncertainties['Luminosity']['treatment'], + 'type': uncertainties['Luminosity']['type']} # Loop over sources of systematic uncertainties sys_errors = syserr[obs]['dependent_variables'] @@ -246,8 +295,8 @@ def return_index(vec, string): # If only a fraction of the systematic uncertainty is actually # correlated, split the total uncertainty into a correlated and # uncorrelated components such that they reconstruct the initial - # value if summed in quadrature. Each component are considered as - # completely different types of uncertainties and will be listed + # value if summed in quadrature. Each component is considered as + # completely different type of uncertainties and will be listed # separately in the final 'uncertainties.yaml' file. # Otherwise, just load the diagonal value of the uncertainty. if 'correlation fraction' in uncertainties[error_name]: @@ -278,7 +327,7 @@ def return_index(vec, string): # uncertainties that come with a correlation matrix. # Eigenvalues debugging - if PRINT_EIGENVALUE: + if PRINT_EIGENVALUES: yaml_info_obs = [] tables = metadata['implemented_observables'][l]['tables'] @@ -287,7 +336,7 @@ def return_index(vec, string): cormat = ExtractCorrelation(unc['correlation matrix'][obs], ndata) # Eigenvalues debugging - if PRINT_EIGENVALUE: + if PRINT_EIGENVALUES: eigenvalues = np.linalg.eig(cormat)[0] if 'Stat' in (unc['label']): ref = tables['stat'] else: ref = tables['eff'] @@ -303,7 +352,7 @@ def return_index(vec, string): dt[unc['label']] = [float(sigma[k,m]) for m in range(np.size(error))] # Eigenvalues debugging - if PRINT_EIGENVALUE: + if PRINT_EIGENVALUES: yaml_info[obs] = {"Observable" : obs, "Correlation matrix" : yaml_info_obs} data_central_yaml = {'data_central': data_central} @@ -319,7 +368,7 @@ def return_index(vec, string): with open('uncertainties_' + obs + '.yaml', 'w') as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) - if PRINT_EIGENVALUE: + if PRINT_EIGENVALUES: with open('eigenvalues.yaml', 'w') as file: yaml.dump(yaml_info, file, sort_keys=False) exit(1) diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT.yaml index 9cbfbd90e2..84280ae270 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT.yaml @@ -1,10 +1,7 @@ bins: - sqrt_s: min: null - mid: &id001 - name: SQRT(S) - units: TeV - value: 13 + mid: 13 max: null pT: min: 0.0 @@ -12,7 +9,7 @@ bins: max: 2.2 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 2.2 @@ -20,7 +17,7 @@ bins: max: 3.4 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 3.4 @@ -28,7 +25,7 @@ bins: max: 4.6 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 4.6 @@ -36,7 +33,7 @@ bins: max: 5.8 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 5.8 @@ -44,7 +41,7 @@ bins: max: 7.2 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 7.2 @@ -52,7 +49,7 @@ bins: max: 8.7 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 8.7 @@ -60,7 +57,7 @@ bins: max: 10.5 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 10.5 @@ -68,7 +65,7 @@ bins: max: 12.8 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 12.8 @@ -76,7 +73,7 @@ bins: max: 15.4 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 15.4 @@ -84,7 +81,7 @@ bins: max: 19.0 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 19.0 @@ -92,7 +89,7 @@ bins: max: 24.5 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 24.5 @@ -100,7 +97,7 @@ bins: max: 34.0 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 34.0 @@ -108,7 +105,7 @@ bins: max: 63.0 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 63.0 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml index abf083270b..8da7df8778 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml @@ -1,10 +1,7 @@ bins: - sqrt_s: min: null - mid: &id001 - name: SQRT(S) - units: TeV - value: 13 + mid: 13 max: null pT: min: 2.0 @@ -12,7 +9,7 @@ bins: max: 2.125 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 2.125 @@ -20,7 +17,7 @@ bins: max: 2.25 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 2.25 @@ -28,7 +25,7 @@ bins: max: 2.375 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 2.375 @@ -36,7 +33,7 @@ bins: max: 2.5 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 2.5 @@ -44,7 +41,7 @@ bins: max: 2.625 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 2.625 @@ -52,7 +49,7 @@ bins: max: 2.75 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 2.75 @@ -60,7 +57,7 @@ bins: max: 2.875 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 2.875 @@ -68,7 +65,7 @@ bins: max: 3.0 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 3.0 @@ -76,7 +73,7 @@ bins: max: 3.125 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 3.125 @@ -84,7 +81,7 @@ bins: max: 3.25 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 3.25 @@ -92,7 +89,7 @@ bins: max: 3.375 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 3.375 @@ -100,7 +97,7 @@ bins: max: 3.5 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 3.5 @@ -108,7 +105,7 @@ bins: max: 3.625 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 3.625 @@ -116,7 +113,7 @@ bins: max: 3.75 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 3.75 @@ -124,7 +121,7 @@ bins: max: 3.875 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 3.875 @@ -132,7 +129,7 @@ bins: max: 4.0 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 4.0 @@ -140,7 +137,7 @@ bins: max: 4.25 - sqrt_s: min: null - mid: *id001 + mid: 13 max: null pT: min: 4.25 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml index 434bd1498c..c833090c02 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml @@ -1,8 +1,8 @@ setname: "LHCB_Z_13TEV_DIMUON_2022" nnpdf_metadata: - nnpdf31_process: "ZPT" - experiment: "LHCB" + nnpdf31_process: "Z0PT" + experiment: "LHCB" arXiv: url: "https://arxiv.org/abs/2112.07458" @@ -18,24 +18,26 @@ version_comment: "First implementation of the data set" implemented_observables: # pT data - - observable: {description: "single differential cross section w.r.t. pT", label: '$\frac{d\sigma}{dp_T}$', units: "$pb/GeV$"} - observable_name: PT - process_type: ZPT + - observable: { description: "Differential cross-section of Z-->µµ as a function of Z-transverse momentum", + label: '$\frac{d\sigma}{dp_T^Z}$', + units: "[pb]"} + observable_name: PT + process_type: Z0PT ndata: 14 - tables: {stat: table_8, eff: table_11, data: table_15, sys: table_20} + tables: {stat: table_8, eff: table_11, data: table_15, sys: table_20} kinematics: variables: - pT: {description: "transverse momentum", label: "$p_T$", units: "$GeV$"} + pT: {description: "transverse momentum", label: "$p_T^Z$", units: "$GeV$"} sqrt_s: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} - file: kinematics.yaml - data_central: data.yaml + file: kinematics_pT.yaml + data_central: data_pT.yaml data_uncertainties: - - uncertainties.yaml + - uncertainties_pT.yaml kinematic_coverage: [pT, sqrt_s] plotting: kinematics_override: identity x_scale: log - dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dp_T}$' + dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dp_T^Z}$' plot_x: pT figure_by: - pT @@ -45,14 +47,16 @@ implemented_observables: operation: 'null' # y^Z data - - observable: {description: "single differential cross section w.r.t. boson rapidity y^Z", label: '$\frac{d\sigma}{dy^Z}$', units: "$pb/GeV$"} + - observable: { description: "Differential cross-section of Z-->µµ as a function of Z-rapidity", + label: '$\frac{d\sigma}{dy^Z}$', + units: "[pb]"} observable_name: YZ - process_type: ZPT + process_type: Z0PT ndata: 18 - tables: {data: table_14, sys: table_19, stat: table_7, eff: table_10} + tables: {data: table_14, sys: table_19, stat: table_7, eff: table_10} kinematics: variables: - yZ: {description: "boson rapidity", label: "$z^Y$", units: ""} + yZ: {description: "boson rapidity", label: "$y^Z$", units: ""} sqrt_s: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_yZ.yaml data_central: data_yZ.yaml @@ -61,7 +65,7 @@ implemented_observables: plotting: kinematics_override: identity x_scale: log - dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dy^T}$' + dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dy^Z}$' plot_x: yZ figure_by: - yZ @@ -71,24 +75,26 @@ implemented_observables: operation: 'null' # pT-y^Z data - - observable: {description: "double differential cross section w.r.t. pT and y^Z", label: '$\frac{d^2\sigma}{d pT y^Z}$', units: "$pb/GeV$"} - observable_name: PT_YZ + - observable: { description: "Double differential cross-section of Z-->µµ as a function of Z-transverse momentum and Z-rapidity", + label: '$\frac{d^2\sigma}{d p_T^Z y^Z}$', + units: "[pb]"} + observable_name: PT_Y process_type: ZPT ndata: 70 - tables: {data: table_17, sys: table_22, stat: figure_13_(left), eff: figure_15_(left)} + tables: {data: table_17 ,sys: table_22 ,stat: figure_13_(left) ,eff: figure_15_(left)} kinematics: variables: - pT: {description: "transverse momentum", label: "$p_T$", units: "$GeV$"} - yZ: {description: "boson rapidity", label: "$z^Y$", units: ""} + pT: {description: "transverse momentum", label: "$p_T^Z$", units: "$GeV$"} + yZ: {description: "boson rapidity", label: "$y^Z$", units: ""} sqrt_s: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} - file: kinematics_yZ.yaml - data_central: data_yZ.yaml - data_uncertainties: uncertainties_yZ.yaml + file: kinematics_ZpT_y.yaml + data_central: data_ZpT_y.yaml + data_uncertainties: uncertainties_ZpT_y.yaml kinematic_coverage: [pT, yZ, sqrt_s] plotting: kinematics_override: identity x_scale: log - dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dy^T}$' + dataset_label: 'LHCB Z 13 TeV: $\frac{d^2\sigma}{d p_T^Z y^Z}$' plot_x: yZ figure_by: - yZ diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT.yaml index 369dae043f..0e9c8c15ac 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT.yaml @@ -74,17 +74,17 @@ bins: - -0.8083088859980516 - 0.04521144876951002 - 0.0131390693069447 - - 0.0215439563620767 - - 0.003782640375100431 - - 6.538096457197347e-05 - - -0.0018539355422540415 - - -0.0055312648576352095 - - -0.00018095642894989925 - - 0.0014407312464182456 - - 0.0006117981137050469 - - 0.00201752121397403 - - 0.000936628976455839 - - -0.00034277338891397654 + - 0.02154395636207671 + - 0.003782640375100442 + - 6.538096457197633e-05 + - -0.0018539355422540317 + - -0.005531264857635198 + - -0.0001809564289499007 + - -0.0014407312464182497 + - -0.000611798113705061 + - 0.0020175212139740216 + - 0.0009366289764558373 + - -0.00034277338891398077 Background_uncorrelated: 0.20152543263816608 Background_correlated: 0.20152543263816608 Final_state_radiation_uncorrelated: 0.967322076663197 @@ -113,18 +113,18 @@ bins: Efficiency: - -0.8280657380165783 - 0.05488533115114922 - - -0.0011552303408519067 - - -0.00934009408283436 - - 0.005460722698162756 - - 0.00516231281934626 - - -0.0036334326458356426 - - -0.0017148291566863945 - - 0.0007490357040311361 - - 0.002270773873932223 - - -0.002667896930608393 - - 0.0007548531538821905 - - -0.0026984863483810306 - - 0.0035866168810026688 + - -0.001155230340851906 + - -0.009340094082834352 + - 0.005460722698162775 + - 0.005162312819346266 + - -0.0036334326458356326 + - -0.0017148291566863882 + - 0.0007490357040311358 + - -0.002270773873932215 + - 0.0026678969306084014 + - 0.000754853153882223 + - -0.002698486348381014 + - 0.0035866168810026623 Background_uncorrelated: 0.6262137654188066 Background_correlated: 0.6262137654188066 Final_state_radiation_uncorrelated: 5.244540285382505 @@ -153,18 +153,18 @@ bins: Efficiency: - -0.7683419335826438 - 0.04964630987091172 - - -0.002925385384701861 - - -8.702614229020938e-06 - - -0.0007704158596832678 - - -0.00646336932019268 - - -0.0023109148698613577 - - -0.0011342737575797646 - - -0.0013063828097473118 - - -0.0021466371232745016 - - -0.0007673258166428853 - - 0.0002738879148038194 - - -0.004269659495309633 - - 0.0017762287447747216 + - -0.002925385384701863 + - -8.702614229019373e-06 + - -0.0007704158596832827 + - -0.006463369320192668 + - -0.0023109148698613733 + - -0.0011342737575797642 + - -0.0013063828097473122 + - 0.002146637123274506 + - 0.0007673258166428913 + - 0.0002738879148038305 + - -0.004269659495309624 + - 0.0017762287447747234 Background_uncorrelated: 0.5662511103741873 Background_correlated: 0.5662511103741873 Final_state_radiation_uncorrelated: 4.125543804154793 @@ -193,18 +193,18 @@ bins: Efficiency: - -0.7983138374807233 - 0.04760099115886182 - - 0.01344328610278592 - - -0.013694788142961007 - - 0.0018994870876054433 - - -0.0032683268726077606 - - 0.0007117819247470584 - - -0.00388974402004374 - - -0.0008019202258447742 - - 0.0006780434989560625 - - -0.002398310617205888 - - -0.001840308966963759 - - 0.004261072610046948 - - -0.0016026292298941564 + - 0.013443286102785926 + - -0.01369478814296099 + - 0.0018994870876054475 + - -0.0032683268726077562 + - 0.0007117819247470534 + - -0.003889744020043733 + - -0.0008019202258447762 + - -0.00067804349895607 + - 0.002398310617205891 + - -0.0018403089669637356 + - 0.00426107261004694 + - -0.001602629229894157 Background_uncorrelated: 0.6380931593427405 Background_correlated: 0.6380931593427405 Final_state_radiation_uncorrelated: 1.435709608521166 @@ -233,18 +233,18 @@ bins: Efficiency: - -0.7787835270983532 - 0.03991760697872252 - - -0.003415588943456864 - - 0.0033296789251160137 - - -0.008135934018597775 - - -0.010389570969058686 - - 0.009574891469812507 - - 0.0010810279628349648 - - 0.0006484223485932946 - - 0.00117715533260593 - - 0.00015587328729031887 - - -0.002772896362431461 - - -0.0002133730789435255 - - 0.0018710594235433853 + - -0.0034155889434568628 + - 0.00332967892511601 + - -0.008135934018597808 + - -0.0103895709690587 + - 0.009574891469812472 + - 0.0010810279628349652 + - 0.0006484223485932943 + - -0.0011771553326059279 + - -0.000155873287290295 + - -0.002772896362431464 + - -0.00021337307894351746 + - 0.0018710594235433892 Background_uncorrelated: 0.4920048983495999 Background_correlated: 0.4920048983495999 Final_state_radiation_uncorrelated: 1.6868739371986277 @@ -273,18 +273,18 @@ bins: Efficiency: - -0.7787788838465987 - 0.0396128438289861 - - 0.013232375781634876 - - 0.0007269910809853996 - - 0.0029720136441387162 - - -0.004236856169953155 - - -0.004839649351676971 - - 0.009429067167150616 - - 0.0005882661898343632 - - -0.0018682268158847519 - - 0.0003190775349536647 - - 0.002391462457931383 - - 0.002591515564602719 - - 0.0017781676367372207 + - 0.013232375781634878 + - 0.000726991080985398 + - 0.0029720136441387054 + - -0.004236856169953172 + - -0.004839649351676977 + - 0.009429067167150586 + - 0.0005882661898343633 + - 0.001868226815884745 + - -0.00031907753495367963 + - 0.0023914624579313877 + - 0.0025915155646027313 + - 0.0017781676367372174 Background_uncorrelated: 0.6264966081312812 Background_correlated: 0.6264966081312812 Final_state_radiation_uncorrelated: 4.134877613666456 @@ -313,18 +313,18 @@ bins: Efficiency: - -0.7893434419229094 - 0.028313075565148144 - - 0.006523243322378358 - - 0.0019977294862373236 - - -0.005468379927291593 - - 0.006959886046532126 - - -0.004920092580329163 - - 0.0062287149049141104 - - -0.0003269528489724482 - - 0.0011881876337090222 - - 0.0025647415540529907 - - -0.005649973116840122 - - -0.0013378822030119602 - - -0.00236658263121012 + - 0.0065232433223783555 + - 0.00199772948623732 + - -0.005468379927291569 + - 0.006959886046532157 + - -0.004920092580329158 + - 0.006228714904914105 + - -0.0003269528489724479 + - -0.001188187633709017 + - -0.0025647415540529604 + - -0.00564997311684016 + - -0.0013378822030119728 + - -0.002366582631210107 Background_uncorrelated: 0.4932069798776169 Background_correlated: 0.4932069798776169 Final_state_radiation_uncorrelated: 2.7948395526398295 @@ -354,17 +354,17 @@ bins: - -0.7693894863871554 - 0.02750885268920737 - 0.004898933128235253 - - -0.007150381692775525 - - 0.005219964016293939 - - -0.0017173626483758806 - - 0.002960264760842265 - - -0.0032781521312497497 - - 0.0007293713605442548 - - -0.001057352153594746 - - 0.005517825123113082 - - 0.0015700752564979043 - - -0.0021777669837790576 - - -0.004352329634055992 + - -0.007150381692775514 + - 0.005219964016293937 + - -0.0017173626483758908 + - 0.002960264760842273 + - -0.0032781521312497445 + - 0.0007293713605442574 + - 0.001057352153594748 + - -0.005517825123113099 + - 0.0015700752564978407 + - -0.002177766983779075 + - -0.004352329634055985 Background_uncorrelated: 0.4553767670841367 Background_correlated: 0.4553767670841367 Final_state_radiation_uncorrelated: 1.9581200984617877 @@ -393,18 +393,18 @@ bins: Efficiency: - -0.7697247706739911 - 0.012589881187387427 - - -0.006033607347009433 - - -0.0013905404919376451 - - -0.002048901380139521 - - 0.009153409504499308 - - 0.00932257004070937 - - 0.0048690840157983905 - - -0.000752854354856234 - - 0.0005869515366459578 - - 0.00038437325964688665 - - 0.005208859069285225 - - 0.0003763216641306475 - - 1.4592969149272834e-05 + - -0.006033607347009435 + - -0.0013905404919376434 + - -0.002048901380139522 + - 0.009153409504499268 + - 0.009322570040709393 + - 0.004869084015798396 + - -0.0007528543548562363 + - -0.0005869515366459656 + - -0.0003843732596469172 + - 0.005208859069285222 + - 0.0003763216641306505 + - 1.4592969149265026e-05 Background_uncorrelated: 0.4013538090014844 Background_correlated: 0.4013538090014844 Final_state_radiation_uncorrelated: 1.3135215567321308 @@ -433,18 +433,18 @@ bins: Efficiency: - -0.7698596086078823 - 0.0007454300765481304 - - -0.006497237289232151 - - 0.0032708639442955035 - - 0.00109654372528397 - - 0.00986564613650363 - - 0.0032216146811276576 - - -0.004522344553491421 - - 0.00034673562602190845 - - -0.003063083656673479 - - -2.4970566769446465e-05 - - -0.0038981094373032547 - - 0.0016774146596561467 - - 0.002416326509771568 + - -0.006497237289232156 + - 0.003270863944295499 + - 0.0010965437252839847 + - 0.009865646136503639 + - 0.003221614681127679 + - -0.004522344553491411 + - 0.00034673562602191137 + - 0.0030630836566734824 + - 2.4970566769468983e-05 + - -0.00389810943730324 + - 0.001677414659656155 + - 0.002416326509771577 Background_uncorrelated: 0.3419568393818144 Background_correlated: 0.3419568393818144 Final_state_radiation_uncorrelated: 1.481812970654529 @@ -473,18 +473,18 @@ bins: Efficiency: - -0.7696159479067276 - -0.018179884172743074 - - -0.012416176322460797 - - 0.0038095589503673506 - - -0.0033912365008456125 - - -8.977062038616073e-05 - - -0.001433658474654922 - - 0.0006533952485740948 - - 0.0005256581716917622 - - -0.000788305566158409 - - -0.0073173797975357 - - 0.0009378695584031342 - - -0.0006863844637900595 - - -0.004725146269254735 + - -0.012416176322460799 + - 0.0038095589503673454 + - -0.0033912365008456177 + - -8.97706203861456e-05 + - -0.0014336584746549226 + - 0.0006533952485740918 + - 0.0005256581716917636 + - 0.0007883055661584111 + - 0.0073173797975356935 + - 0.0009378695584032146 + - -0.0006863844637900766 + - -0.004725146269254748 Background_uncorrelated: 0.22401142827989826 Background_correlated: 0.22401142827989826 Final_state_radiation_uncorrelated: 1.2626098684866993 @@ -513,18 +513,18 @@ bins: Efficiency: - -0.7682877083818773 - -0.04520058463568184 - - -0.018350079113376223 - - -0.0038173597108274865 - - -0.011924914240574708 - - -0.00089117585587165 - - -0.007480225059531728 - - -0.004115029524257748 - - 7.987985908757262e-05 - - 0.0003248217984054821 - - 0.0033372295772137604 - - 0.002828225023229602 - - 0.0019303959897832084 - - 0.0008645077250441409 + - -0.01835007911337622 + - -0.003817359710827482 + - -0.011924914240574735 + - -0.0008911758558716056 + - -0.007480225059531727 + - -0.004115029524257743 + - 7.987985908757184e-05 + - -0.0003248217984054882 + - -0.003337229577213784 + - 0.0028282250232295678 + - 0.0019303959897832136 + - 0.0008645077250441389 Background_uncorrelated: 0.10035259438599485 Background_correlated: 0.10035259438599485 Final_state_radiation_uncorrelated: 0.17561704017549098 @@ -553,18 +553,18 @@ bins: Efficiency: - -0.7532116078659552 - -0.09649332274012615 - - -0.02758568212264463 - - 0.002148711498138145 - - 0.012704590427790373 - - -0.004362455255635692 - - -0.00020614817689623027 - - 0.0028195741387377557 - - -0.00032683976475429184 - - 0.0009571836832307456 - - 0.0012764370751949276 - - -0.001943940376783793 - - 0.0009274955540931121 - - -6.344647569603346e-05 + - -0.027585682122644645 + - 0.002148711498138137 + - 0.012704590427790376 + - -0.004362455255635724 + - -0.00020614817689623404 + - 0.002819574138737757 + - -0.0003268397647542924 + - -0.0009571836832307475 + - -0.0012764370751949155 + - -0.0019439403767838113 + - 0.0009274955540931109 + - -6.344647569602852e-05 Background_uncorrelated: 0.03336129793638132 Background_correlated: 0.03336129793638132 Final_state_radiation_uncorrelated: 0.0619566961675653 @@ -593,18 +593,18 @@ bins: Efficiency: - -0.7415817573762584 - -0.2055822956117531 - - 0.026115015155519665 - - -0.0014031337254084041 - - -0.001681019943457168 - - -0.00018220667878144823 - - 0.0013248934143389277 - - -0.0005975244310985519 - - -4.6456581584905865e-06 - - 2.6288607493398623e-05 - - -0.0007973509255727868 - - 0.00015211981635993152 - - -0.0013465922193927424 - - 0.0010048479353327393 + - 0.026115015155519655 + - -0.001403133725408402 + - -0.001681019943457174 + - -0.0001822066787814464 + - 0.0013248934143389257 + - -0.0005975244310985503 + - -4.6456581584906865e-06 + - -2.6288607493395144e-05 + - 0.0007973509255727899 + - 0.00015211981635994228 + - -0.0013465922193927379 + - 0.0010048479353327376 Background_uncorrelated: 0.0028079210280917803 Background_correlated: 0.0028079210280917803 Final_state_radiation_uncorrelated: 0.009444825276308716 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml index 28fb18ea41..e1d4bc4177 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml @@ -55,19 +55,19 @@ bins: - -2.5395876142546054e-06 - -2.590158723546052e-06 - -6.653880888613431e-13 - - 9.656825356558709e-12 + - 9.656825356558707e-12 - 3.916977238650002e-11 - - -7.254013402544315e-11 - - -1.1483292227156575e-12 + - -7.254013402544316e-11 + - -1.1483292227156571e-12 - -7.732485703837392e-11 - 4.7886818251285696e-11 - -1.3742815168472698e-11 - 1.4559711202741316e-18 - -8.907798555761041e-19 - - -3.226378992997803e-24 + - -3.2263789929978034e-24 - 2.3418241532022697e-24 - 5.792749393711933e-33 - - 5.561455902902097e-33 + - 5.5614559029020964e-33 Luminosity: 0.3 Efficiency: - 0.22072586483403678 @@ -79,15 +79,15 @@ bins: - -0.03088109682013186 - -0.009825496504292942 - 0.0014933240553025692 - - 0.00019128185991033818 - - 0.00020650862505310158 - - 6.592699089418838e-05 - - 3.2584699082509646e-05 + - 0.00019128185991033834 + - 0.00020650862505310145 + - 6.59269908941889e-05 + - 3.25846990825098e-05 - -0.0001235028582715813 - - 0.000183158694923778 - - -5.81757811092663e-05 - - -6.1515407734745535e-06 - - 1.7486813788894143e-05 + - 0.0001831586949237775 + - -5.8175781109266255e-05 + - -6.1515407734745094e-06 + - 1.7486813788894197e-05 Background_uncorrelated: 3.258348047707611 Background_correlated: 3.258348047707611 Final_state_radiation_uncorrelated: 1.0861160159025371 @@ -102,19 +102,19 @@ bins: - -0.0014454127773040877 - -0.0014552805356156887 - -6.838721495070693e-10 - - 9.79326929588083e-09 + - 9.793269295880828e-09 - 3.9334779239297985e-08 - - -7.213733118662902e-08 - - -1.0930377325357867e-09 + - -7.213733118662903e-08 + - -1.0930377325357863e-09 - -7.617826921962011e-08 - 4.670633167637884e-08 - -1.3268276053899751e-08 - - 8.456591962958883e-16 + - 8.456591962958884e-16 - -4.896587704656823e-16 - - -7.839554825479648e-22 + - -7.839554825479649e-22 - 5.337911066300046e-22 - -8.196968875514958e-31 - - -7.8568336130247965e-31 + - -7.856833613024796e-31 Luminosity: 0.8 Efficiency: - 0.29823968678426854 @@ -126,15 +126,15 @@ bins: - 0.07409603444624224 - 0.03519036882026455 - -0.006448374887239831 - - 0.00023367314898911501 - - 0.0016030913277631025 - - 0.000548553196458988 - - -0.00024202308886044744 - - -4.060638025919743e-05 - - -2.908729252604654e-05 - - -0.00014779792783855032 - - 5.812259203076423e-05 - - -0.00011739944261337327 + - 0.00023367314898911618 + - 0.0016030913277630988 + - 0.0005485531964589884 + - -0.0002420230888604475 + - -4.060638025919765e-05 + - -2.908729252604729e-05 + - -0.00014779792783855053 + - 5.812259203076392e-05 + - -0.00011739944261337356 Background_uncorrelated: 7.998791908782227 Background_correlated: 7.998791908782227 Final_state_radiation_uncorrelated: 5.713422791987305 @@ -149,19 +149,19 @@ bins: - -0.2850009669305086 - -0.2806636411964275 - -3.2027225489130717e-07 - - 4.507365205726831e-06 + - 4.507365205726829e-06 - 1.7873270065376105e-05 - - -3.2361892830619736e-05 - - -4.6282657526750866e-07 + - -3.236189283061974e-05 + - -4.628265752675085e-07 - -3.375698049331417e-05 - 2.0425783695849262e-05 - -5.725041474337555e-06 - 1.7257784783844479e-13 - -9.091673528123084e-14 - - -3.402463514466922e-21 + - -3.402463514466923e-21 - -2.431277437694717e-21 - 1.8276440211866912e-28 - - 1.750732513270627e-28 + - 1.7507325132706268e-28 Luminosity: 1.3 Efficiency: - 0.34366376840003193 @@ -173,15 +173,15 @@ bins: - -0.031047031858827397 - -0.049269750936867786 - 0.020100829441974916 - - 0.0002983831286533838 - - -0.002113423014959277 - - 0.0006715819336673131 - - -0.0006713674901610861 - - 4.471720681002368e-05 - - -0.00016702204004426528 - - -0.0005095846224427213 - - 4.535718699125398e-06 - - -0.00020108133189451302 + - 0.0002983831286533822 + - -0.0021134230149592744 + - 0.0006715819336673107 + - -0.0006713674901610873 + - 4.4717206810023316e-05 + - -0.00016702204004426726 + - -0.0005095846224427211 + - 4.5357186991251345e-06 + - -0.0002010813318945132 Background_uncorrelated: 12.908941397341614 Background_correlated: 12.908941397341614 Final_state_radiation_uncorrelated: 1.383100864000887 @@ -196,19 +196,19 @@ bins: - -0.2820068524420245 - 0.2836054730709751 - -4.054409178607728e-05 - - 0.0005537480471341125 + - 0.0005537480471341124 - 0.00214726245433373 - - -0.003801350636266478 - - -4.8966143634026844e-05 + - -0.003801350636266479 + - -4.896614363402683e-05 - -0.0038794734306660376 - 0.002292452953260732 - -0.0006270519911467302 - - 7.222819691565352e-13 + - 7.222819691565353e-13 - 3.94479340473258e-13 - 3.009174086285238e-19 - 2.2453544176251247e-19 - -3.538857405420452e-26 - - -3.3888265755179624e-26 + - -3.388826575517962e-26 Luminosity: 1.7 Efficiency: - 0.39302876953112525 @@ -220,15 +220,15 @@ bins: - -0.05141433025066049 - 0.011166681120370303 - -0.02982422016213554 - - 0.0035742316148554185 - - 0.0011905729316189716 - - -0.0018250263620136742 - - -0.0008713596445901806 - - -0.001117445364077705 - - -0.0009087169433901784 - - -0.0002742274442514841 - - -3.874927820014298e-05 - - 0.00021628145776098553 + - 0.003574231614855417 + - 0.001190572931618971 + - -0.0018250263620136745 + - -0.000871359644590177 + - -0.0011174453640777084 + - -0.000908716943390179 + - -0.0002742274442514836 + - -3.874927820014234e-05 + - 0.00021628145776098515 Background_uncorrelated: 16.705397705532185 Background_correlated: 16.705397705532185 Final_state_radiation_uncorrelated: 4.949747468305833 @@ -243,19 +243,19 @@ bins: - 0.0036013311722204967 - -0.003559873747915726 - -0.003491165118968214 - - 0.046273751747962305 + - 0.04627375174796229 - 0.17546807020627123 - - -0.3037194112295469 - - -0.003523688167246306 + - -0.30371941122954693 + - -0.0035236881672463046 - -0.30325732508699543 - 0.17500482261033473 - -0.046714830881902654 - - 1.940023289303237e-12 + - 1.9400232893032375e-12 - -1.1017806912265833e-12 - -1.8079207600218994e-17 - -1.4119544184323972e-17 - 4.661072470269238e-24 - - 4.462006785571162e-24 + - 4.462006785571161e-24 Luminosity: 2.1 Efficiency: - 0.44796190322163737 @@ -268,14 +268,14 @@ bins: - 0.028388929625995672 - 0.015460938140593456 - -0.006513222161351677 - - -0.001482497874551888 - - 0.0038946467247552635 - - -0.0023723892459825502 - - 0.0010875104990009134 - - -0.0006429928855762832 - - 0.0012683735176162866 - - 0.00017428592721979543 - - -8.088337277261767e-05 + - -0.0014824978745518922 + - 0.003894646724755255 + - -0.0023723892459825598 + - 0.001087510499000915 + - -0.0006429928855762762 + - 0.0012683735176162848 + - 0.0001742859272197947 + - -8.088337277261817e-05 Background_uncorrelated: 16.5363991848286 Background_correlated: 16.5363991848286 Final_state_radiation_uncorrelated: 7.516545084013001 @@ -290,19 +290,19 @@ bins: - -7.54162143164949e-05 - 7.327353780614218e-05 - -0.015092504990450699 - - 0.12824435653001692 + - 0.1282443565300169 - 0.2885123290384681 - - -0.16226290951691758 - - 0.015178730415911173 + - -0.1622629095169176 + - 0.015178730415911168 - 0.1577073910807855 - -0.2864213179565882 - 0.12890999962790808 - - -9.058575475826637e-11 + - -9.058575475826639e-11 - 5.4851981483401736e-11 - - 1.5340318974679912e-15 + - 1.5340318974679914e-15 - 1.2222004113875069e-15 - -5.991923068982787e-22 - - -5.7348478787138305e-22 + - -5.73484787871383e-22 Luminosity: 2.5 Efficiency: - 0.48995414256294517 @@ -313,16 +313,16 @@ bins: - -0.020172022018277152 - 0.04983624928040765 - -0.01181097244646712 - - -0.0016716108370402093 - - 0.00786907839555232 - - -0.0061916298799976925 - - -0.0029490265726322636 - - 0.0045214745192628265 - - -0.00041375428157409494 - - 0.0003990173915957547 - - 0.0002456592373419475 - - 0.0002781715207047366 - - -8.780362456702768e-05 + - -0.00167161083704021 + - 0.007869078395552318 + - -0.006191629879997684 + - -0.002949026572632263 + - 0.0045214745192628325 + - -0.0004137542815740937 + - 0.0003990173915957563 + - 0.0002456592373419469 + - 0.0002781715207047362 + - -8.780362456702864e-05 Background_uncorrelated: 16.484780389801987 Background_correlated: 16.484780389801987 Final_state_radiation_uncorrelated: 0.8676200205158939 @@ -337,16 +337,16 @@ bins: - 2.166644766308759e-06 - -2.0690776108590804e-06 - -0.04496358259425511 - - 0.2257203594213543 + - 0.22572035942135427 - 0.21954077048827675 - - 0.1570871098831303 - - -0.045149893444590694 + - 0.15708710988313032 + - -0.04514989344459069 - 0.16245007360340505 - 0.21248161441670446 - -0.224893552195375 - 3.1901706706653512e-09 - -2.085429712640746e-09 - - -1.0222932328043932e-13 + - -1.0222932328043933e-13 - -8.322557857422486e-14 - 6.318439218977008e-20 - 6.045955145065694e-20 @@ -362,14 +362,14 @@ bins: - -0.01688676985783144 - -0.00828619298804085 - -0.015725388221482922 - - 0.0003635230804485886 - - -0.000808940906532228 - - 0.0010464853913581358 - - 0.0003186471713489874 - - 0.0004161538258990414 - - -0.0006577646280128929 - - -0.00018454341687644345 - - 0.0008018832948166699 + - 0.000363523080448595 + - -0.0008089409065322267 + - 0.001046485391358134 + - 0.00031864717134898966 + - 0.0004161538258990394 + - -0.0006577646280128914 + - -0.00018454341687644126 + - 0.0008018832948166704 Background_uncorrelated: 17.119055172526316 Background_correlated: 17.119055172526316 Final_state_radiation_uncorrelated: 14.265879310438597 @@ -384,19 +384,19 @@ bins: - -7.023226965367306e-08 - 6.587489326526816e-08 - -0.10796348196620979 - - 0.28034787940826855 + - 0.2803478794082685 - -0.02037124039854507 - - 0.1913344517691412 - - 0.10791960532039911 + - 0.19133445176914124 + - 0.10791960532039907 - -0.18610365879550986 - 0.0292742916330603 - 0.27493071131399593 - - -9.428465484115233e-08 + - -9.428465484115234e-08 - 6.64560008923626e-08 - - 5.6333558551385536e-12 + - 5.633355855138555e-12 - 4.682838849105586e-12 - -5.400155768844546e-18 - - -5.16614410551195e-18 + - -5.166144105511949e-18 Luminosity: 2.8 Efficiency: - 0.5675704391659063 @@ -408,15 +408,15 @@ bins: - -0.03185820957628652 - 0.004266304383508555 - 0.008739488636829747 - - 0.0024567347763837168 - - 0.007111128530244017 - - -0.004765275774135942 - - 0.0013392700502571006 + - 0.0024567347763837176 + - 0.007111128530244014 + - -0.004765275774135945 + - 0.0013392700502571073 - 0.00288385833288419 - - -0.0005316833410161209 - - 0.0010320246202163161 - - -9.477857867386054e-05 - - -0.00042328088310074287 + - -0.0005316833410161168 + - 0.0010320246202163168 + - -9.477857867386175e-05 + - -0.00042328088310074157 Background_uncorrelated: 14.027584325178731 Background_correlated: 14.027584325178731 Final_state_radiation_uncorrelated: 3.005910926824013 @@ -431,19 +431,19 @@ bins: - 2.8561793987442643e-09 - -2.6318119263505932e-09 - -0.19865469386592335 - - 0.20897821085944465 + - 0.2089782108594446 - -0.19472873307895125 - - -0.07477316753991663 - - -0.1967540750350953 + - -0.07477316753991664 + - -0.1967540750350952 - -0.0835963976417209 - -0.19555772763646476 - -0.1985214480427322 - - 2.1999681391274927e-06 + - 2.199968139127493e-06 - -1.66894892162854e-06 - -2.4025577115593484e-10 - -2.0374421404232647e-10 - 3.4896977844082694e-16 - - 3.3377924712541587e-16 + - 3.337792471254158e-16 Luminosity: 2.9 Efficiency: - 0.5960609816595657 @@ -455,15 +455,15 @@ bins: - -0.013789081321677206 - 0.013806859814554507 - 0.0007617473855249572 - - 0.006946970816542244 - - -0.002512430684657637 - - 0.0042289942755617165 - - 0.0004360704519975464 - - 0.00027476453166568195 - - 0.0010282274895313797 - - -9.484458430492938e-05 - - -0.0009058892756958044 - - 1.6250492993341742e-05 + - 0.006946970816542239 + - -0.002512430684657638 + - 0.004228994275561719 + - 0.00043607045199753753 + - 0.0002747645316656852 + - 0.001028227489531377 + - -9.484458430492842e-05 + - -0.0009058892756958041 + - 1.625049299334778e-05 Background_uncorrelated: 15.644737533752364 Background_correlated: 15.644737533752364 Final_state_radiation_uncorrelated: 3.128947506750473 @@ -478,19 +478,19 @@ bins: - -1.372133836490318e-10 - 1.2426401040952603e-10 - -0.28172291589075543 - - 0.01002734311996942 + - 0.010027343119969417 - -0.12301304507664894 - - -0.18407243150897343 - - 0.2759442054652507 + - -0.18407243150897348 + - 0.27594420546525067 - 0.18026450794272528 - 0.11347343840272332 - -0.0002445040562699809 - -4.509805218548944e-05 - 3.685948361687351e-05 - - 9.09542298994678e-09 + - 9.095422989946783e-09 - 7.872243112016655e-09 - -2.024772260693045e-14 - - -1.9362257634736647e-14 + - -1.9362257634736644e-14 Luminosity: 2.9 Efficiency: - 0.6222221563269377 @@ -502,15 +502,15 @@ bins: - 0.001687638246482337 - 0.001512589464377527 - 0.006369760843582348 - - 0.0011068143703013016 - - 0.0024114408399604774 - - -0.002252241978456368 - - -0.004108547464130281 - - -0.004445547164921167 - - 0.002267315264088267 - - 0.0002999440278859586 - - 0.00022685322078782854 - - 2.21002658517449e-05 + - 0.001106814370301305 + - 0.002411440839960475 + - -0.002252241978456365 + - -0.004108547464130273 + - -0.004445547164921175 + - 0.002267315264088269 + - 0.000299944027885958 + - 0.00022685322078782816 + - 2.210026585174395e-05 Background_uncorrelated: 11.309465858297642 Background_correlated: 11.309465858297642 Final_state_radiation_uncorrelated: 4.112533039380962 @@ -525,19 +525,19 @@ bins: - 7.378785966003638e-12 - -6.56562416590135e-12 - -0.29515395918266263 - - -0.1738021325685232 + - -0.17380213256852317 - 0.09358752047630677 - - 0.027554690784835918 - - -0.2838805391184422 + - 0.027554690784835925 + - -0.2838805391184421 - 0.03820422699797501 - 0.1014069873062834 - 0.17557568128244488 - - 0.0008064258631360715 + - 0.0008064258631360716 - -0.0007095170374011939 - -2.975340571329816e-07 - -2.627168835745581e-07 - 1.003818729816987e-12 - - 9.597240155317736e-13 + - 9.597240155317734e-13 Luminosity: 2.7 Efficiency: - 0.6198418351453017 @@ -549,15 +549,15 @@ bins: - 0.0013083761249578028 - -0.008439212660032405 - -0.002121663534372007 - - 0.005514128548792207 - - 0.005302453059093906 - - 0.005960402032647438 - - 0.001668910384455615 - - 0.0014656102520623228 - - 0.00017322524292626078 - - -0.0011331560692310397 - - 0.0005705847590761763 - - 0.000333750492270273 + - 0.005514128548792211 + - 0.005302453059093888 + - 0.005960402032647446 + - 0.0016689103844556054 + - 0.0014656102520623274 + - 0.0001732252429262571 + - -0.0011331560692310393 + - 0.000570584759076177 + - 0.00033375049227026894 Background_uncorrelated: 10.484979351434129 Background_correlated: 10.484979351434129 Final_state_radiation_uncorrelated: 7.62543952831573 @@ -572,19 +572,19 @@ bins: - -4.3838566133987604e-13 - 3.725462874526572e-13 - -0.1953214580129385 - - -0.18169272373658313 + - -0.1816927237365831 - 0.16902724313164932 - - 0.17561207691230044 - - 0.18032074212917998 + - 0.17561207691230046 + - 0.1803207421291799 - -0.17366046391204673 - -0.1637697722034385 - -0.17201610407567053 - - -0.013458072589523577 + - -0.01345807258952358 - 0.01275722209896549 - - 9.162709517072532e-06 + - 9.162709517072534e-06 - 8.256823324308426e-06 - -4.729621565446645e-11 - - -4.520914000382148e-11 + - -4.520914000382147e-11 Luminosity: 2.4 Efficiency: - 0.5937488636487858 @@ -596,14 +596,14 @@ bins: - -0.0007327948520619178 - 0.0055325207960403066 - -0.004126162901271344 - - -0.006248264350901438 - - -0.001331344015483929 - - 0.00017509494911144163 - - 0.00034587407261641074 - - -0.0013862002506375114 - - -0.0010204831939063142 - - -0.0013534284921038384 - - 1.035596979191057e-06 + - -0.006248264350901441 + - -0.0013313440154839248 + - 0.0001750949491114414 + - 0.0003458740726164114 + - -0.0013862002506375142 + - -0.0010204831939063202 + - -0.0013534284921038408 + - 1.0355969791877498e-06 - -0.0014702569270806877 Background_uncorrelated: 5.865450749942412 Background_correlated: 5.865450749942412 @@ -619,19 +619,19 @@ bins: - 1.20282346727695e-13 - 1.286979184051665e-13 - -0.00830599522465288 - - -0.00795952627307494 + - -0.007959526273074937 - 0.0075706991856797886 - - 0.008043310171964056 - - 0.009163135830581166 + - 0.008043310171964057 + - 0.009163135830581162 - -0.008128411938796648 - -0.007847894916884134 - -0.008445284218161512 - - 0.2794748203022541 + - 0.2794748203022542 - -0.28523025874528074 - -0.0003483870002050464 - -0.000320282259632498 - 2.725953808707951e-09 - - 2.605131037748614e-09 + - 2.6051310377486135e-09 Luminosity: 2.0 Efficiency: - 0.5633762505017683 @@ -643,15 +643,15 @@ bins: - 0.02118553746523981 - 0.0030190330961740786 - 0.0057115419959130635 - - 0.004746320172721778 - - -0.0036918295041975272 - - -0.0032245850483321992 - - -0.005299449506304753 - - 0.001968823137323757 - - -0.001661852070849137 - - -0.0009341877478335348 - - 4.4830656358624755e-06 - - 0.0005996781935539796 + - 0.004746320172721772 + - -0.003691829504197511 + - -0.003224585048332213 + - -0.005299449506304757 + - 0.001968823137323758 + - -0.0016618520708491377 + - -0.0009341877478335329 + - 4.483065635864251e-06 + - 0.0005996781935539783 Background_uncorrelated: 4.900249993622775 Background_correlated: 4.900249993622775 Final_state_radiation_uncorrelated: 3.5001785668734104 @@ -666,19 +666,19 @@ bins: - 5.746459331425827e-13 - -4.948429748817661e-13 - -0.0002799487855000867 - - -0.0002764392475335031 + - -0.000276439247533503 - 0.00026888220453708125 - - 0.00029217525570622463 - - 0.0003695786200653933 + - 0.0002921752557062247 + - 0.00036957862006539315 - -0.0003017967837152693 - -0.00029837035752764476 - -0.00032901830467328843 - 0.2913255398151566 - 0.27391376563384917 - - 0.007203450023561355 + - 0.007203450023561356 - 0.0069319372365690005 - -1.2368866961791605e-07 - - -1.1816775529940137e-07 + - -1.1816775529940136e-07 Luminosity: 1.6 Efficiency: - 0.5385231803219944 @@ -690,15 +690,15 @@ bins: - 0.011269411323154687 - -0.024324513352628918 - -0.006140589653227487 - - -8.584005577156785e-06 - - 0.00019806615885315505 - - 0.0023731660732203754 - - 0.0010896742304606162 - - -0.003117491412151225 - - -0.0021488738916794563 - - 0.0017974385441974167 - - -5.5887935883202446e-05 - - 0.00025823438712481103 + - -8.584005577154842e-06 + - 0.00019806615885314388 + - 0.002373166073220376 + - 0.001089674230460612 + - -0.003117491412151226 + - -0.0021488738916794477 + - 0.0017974385441974175 + - -5.588793588320197e-05 + - 0.00025823438712481125 Background_uncorrelated: 5.487148622007609 Background_correlated: 5.487148622007609 Final_state_radiation_uncorrelated: 9.876867519613695 @@ -713,19 +713,19 @@ bins: - 1.8925855201333446e-14 - -1.666278197614619e-14 - -3.880283834203188e-06 - - -3.898840193999212e-06 + - -3.898840193999211e-06 - 3.841197090143899e-06 - - 4.2276836276156305e-06 - - 5.6658068037645635e-06 + - 4.227683627615631e-06 + - 5.665806803764561e-06 - -4.420954611170439e-06 - -4.428817716300194e-06 - -4.949852258644558e-06 - - 0.00927008887049258 + - 0.009270088870492582 - 0.00958078684364667 - - -0.21113987688997896 + - -0.211139876889979 - -0.2127022004653859 - 7.961792451451544e-06 - - 7.603925962849377e-06 + - 7.603925962849375e-06 Luminosity: 1.2 Efficiency: - 0.5028179056680264 @@ -737,15 +737,15 @@ bins: - -0.03235100426312025 - -0.0022591445889414597 - -0.01680671675042267 - - -0.003361996404123455 - - -0.005099884448191315 - - 0.00017855694858543456 - - -0.0007250103686169655 - - 0.003284632933612386 - - 0.0015655613813333994 - - 0.0010879823443495716 - - 0.00030396515086062955 - - -0.00023581165879018863 + - -0.0033619964041234594 + - -0.005099884448191309 + - 0.00017855694858542802 + - -0.0007250103686169638 + - 0.0032846329336123892 + - 0.0015655613813334028 + - 0.001087982344349571 + - 0.00030396515086062847 + - -0.00023581165879018917 Background_uncorrelated: 3.684733436763099 Background_correlated: 3.684733436763099 Final_state_radiation_uncorrelated: 13.510689268131364 @@ -760,19 +760,19 @@ bins: - 4.269919670795368e-16 - -3.843500162268118e-16 - -3.685814415706281e-08 - - -3.768381853130385e-08 + - -3.768381853130384e-08 - 3.76057149821376e-08 - - 4.1922118661089443e-08 - - 5.9524172600674996e-08 + - 4.192211866108945e-08 + - 5.9524172600674976e-08 - -4.438111227130656e-08 - -4.505048728650137e-08 - -5.103202421890207e-08 - 0.00020207499311419822 - 0.0002295461429928117 - - -0.21662213034340683 + - -0.21662213034340685 - 0.20754386298000324 - -0.00039888516140214883 - - -0.0003807226011399235 + - -0.0003807226011399234 Luminosity: 0.8 Efficiency: - 0.4676415967325037 @@ -784,15 +784,15 @@ bins: - -0.028768197794780532 - 0.036128275883642195 - 0.017307208461503635 - - -0.0031347981518631773 - - -0.0011418777063898823 - - -0.0023012523128184484 - - 0.004863290368030979 - - -0.0010925112109224885 - - -2.8550377694415866e-05 - - -0.0004108208047325626 - - 2.1616547481462737e-05 - - 0.0005506725938968402 + - -0.003134798151863176 + - -0.00114187770638988 + - -0.002301252312818445 + - 0.004863290368030984 + - -0.001092511210922488 + - -2.8550377694416845e-05 + - -0.0004108208047325618 + - 2.1616547481464356e-05 + - 0.0005506725938968392 Background_uncorrelated: 2.5137646071181763 Background_correlated: 2.5137646071181763 Final_state_radiation_uncorrelated: 1.1172287142747452 @@ -807,19 +807,19 @@ bins: - 1.2490427246724493e-18 - -1.1359810887512998e-18 - -6.55241840335504e-11 - - -6.778344901879183e-11 + - -6.778344901879182e-11 - 6.822850464065708e-11 - - 7.671373908788492e-11 - - 1.1316802894234728e-10 + - 7.671373908788493e-11 + - 1.1316802894234724e-10 - -8.18821397209034e-11 - -8.384826866721578e-11 - -9.582882936072947e-11 - - 5.815617570478595e-07 + - 5.815617570478596e-07 - 6.903753182192262e-07 - - -0.0011713895555181025 + - -0.0011713895555181028 - 0.0011680173217524274 - 0.07234963883394303 - - 0.06901299400713287 + - 0.06901299400713286 Luminosity: 0.4 Efficiency: - 0.40449848551858125 @@ -831,15 +831,15 @@ bins: - 0.06896315237727266 - -0.025099967976435125 - -0.0026675937696379235 - - -0.0009488427617647193 - - 0.004053136251158228 - - -0.0013411962322969965 - - -9.304692357436464e-05 + - -0.0009488427617647171 + - 0.004053136251158224 + - -0.0013411962322969948 + - -9.304692357436155e-05 - 0.0013445977987145371 - - 0.000709876339814045 - - 9.323720554556224e-05 - - -0.00038493534219666357 - - -0.00014290743540444333 + - 0.0007098763398140442 + - 9.323720554556266e-05 + - -0.0003849353421966638 + - -0.00014290743540444048 Background_uncorrelated: 1.158240907583565 Background_correlated: 1.158240907583565 Final_state_radiation_uncorrelated: 1.8017080784633233 @@ -854,19 +854,19 @@ bins: - 2.0277162652177495e-22 - -1.8633206832201114e-22 - -6.464606380759854e-15 - - -6.766510040561897e-15 + - -6.766510040561896e-15 - 6.8698960171117655e-15 - - 7.790680374189692e-15 - - 1.1940608071675725e-14 + - 7.790680374189694e-15 + - 1.194060807167572e-14 - -8.384023586298857e-15 - -8.660859907879246e-15 - -9.98669710465405e-15 - 9.288624540879822e-11 - 1.1523192396247392e-10 - - -3.5153789299081866e-07 + - -3.5153789299081876e-07 - 3.648051332885016e-07 - -0.06884510619364362 - - 0.07252827967716595 + - 0.07252827967716594 Luminosity: 0.1 Efficiency: - 0.30696672372741635 @@ -879,14 +879,14 @@ bins: - 0.008062608206721897 - 0.002117701471756438 - 0.0026141885772617097 - - 0.00043860883223083367 - - 0.0009645791438901603 - - -0.0008193866755733682 - - -0.0007382674577191515 - - 0.00020075246613585 - - -0.00013257164636161254 - - 2.5882546806065037e-06 - - -3.269091888366854e-05 + - 0.00043860883223083183 + - 0.0009645791438901612 + - -0.0008193866755733695 + - -0.0007382674577191521 + - 0.00020075246613584878 + - -0.00013257164636161273 + - 2.5882546806064135e-06 + - -3.269091888366855e-05 Background_uncorrelated: 0.47729707730091964 Background_correlated: 0.47729707730091964 Final_state_radiation_uncorrelated: 0.53457272657703 From 0dbe4c925c6af40d060ac2d272af2a2cce1c69c8 Mon Sep 17 00:00:00 2001 From: achiefa Date: Sun, 10 Mar 2024 22:54:36 +0000 Subject: [PATCH 05/21] Removing double x-sec kin and unc --- .../kinematics_PT_YZ.yaml | 856 -- .../uncertainties_PT_YZ.yaml | 10696 ---------------- 2 files changed, 11552 deletions(-) delete mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT_YZ.yaml delete mode 100644 buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT_YZ.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT_YZ.yaml deleted file mode 100644 index f9221fb571..0000000000 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT_YZ.yaml +++ /dev/null @@ -1,856 +0,0 @@ -bins: -- sqrt_s: - min: null - mid: &id001 - name: SQRT(S) - units: TeV - value: 13 - max: null - pT: - min: 0.0 - mid: null - max: 2.2 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 2.2 - mid: null - max: 3.4 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 3.4 - mid: null - max: 4.6 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 4.6 - mid: null - max: 5.8 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 5.8 - mid: null - max: 7.2 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 7.2 - mid: null - max: 8.7 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 8.7 - mid: null - max: 10.5 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 10.5 - mid: null - max: 12.8 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 12.8 - mid: null - max: 15.4 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 15.4 - mid: null - max: 19.0 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 19.0 - mid: null - max: 24.5 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 24.5 - mid: null - max: 34.0 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 34.0 - mid: null - max: 63.0 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: *id001 - max: null - pT: - min: 63.0 - mid: null - max: 270.0 - yZ: - min: 2.0 - mid: null - max: 2.5 -- sqrt_s: - min: null - mid: &id002 - name: SQRT(S) - units: TeV - value: 13 - max: null - pT: - min: 0.0 - mid: null - max: 2.2 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 2.2 - mid: null - max: 3.4 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 3.4 - mid: null - max: 4.6 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 4.6 - mid: null - max: 5.8 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 5.8 - mid: null - max: 7.2 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 7.2 - mid: null - max: 8.7 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 8.7 - mid: null - max: 10.5 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 10.5 - mid: null - max: 12.8 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 12.8 - mid: null - max: 15.4 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 15.4 - mid: null - max: 19.0 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 19.0 - mid: null - max: 24.5 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 24.5 - mid: null - max: 34.0 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 34.0 - mid: null - max: 63.0 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: *id002 - max: null - pT: - min: 63.0 - mid: null - max: 270.0 - yZ: - min: 2.5 - mid: null - max: 3.0 -- sqrt_s: - min: null - mid: &id003 - name: SQRT(S) - units: TeV - value: 13 - max: null - pT: - min: 0.0 - mid: null - max: 2.2 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 2.2 - mid: null - max: 3.4 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 3.4 - mid: null - max: 4.6 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 4.6 - mid: null - max: 5.8 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 5.8 - mid: null - max: 7.2 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 7.2 - mid: null - max: 8.7 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 8.7 - mid: null - max: 10.5 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 10.5 - mid: null - max: 12.8 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 12.8 - mid: null - max: 15.4 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 15.4 - mid: null - max: 19.0 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 19.0 - mid: null - max: 24.5 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 24.5 - mid: null - max: 34.0 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 34.0 - mid: null - max: 63.0 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: *id003 - max: null - pT: - min: 63.0 - mid: null - max: 270.0 - yZ: - min: 3.0 - mid: null - max: 3.5 -- sqrt_s: - min: null - mid: &id004 - name: SQRT(S) - units: TeV - value: 13 - max: null - pT: - min: 0.0 - mid: null - max: 2.2 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 2.2 - mid: null - max: 3.4 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 3.4 - mid: null - max: 4.6 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 4.6 - mid: null - max: 5.8 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 5.8 - mid: null - max: 7.2 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 7.2 - mid: null - max: 8.7 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 8.7 - mid: null - max: 10.5 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 10.5 - mid: null - max: 12.8 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 12.8 - mid: null - max: 15.4 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 15.4 - mid: null - max: 19.0 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 19.0 - mid: null - max: 24.5 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 24.5 - mid: null - max: 34.0 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 34.0 - mid: null - max: 63.0 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: *id004 - max: null - pT: - min: 63.0 - mid: null - max: 270.0 - yZ: - min: 3.5 - mid: null - max: 4.0 -- sqrt_s: - min: null - mid: &id005 - name: SQRT(S) - units: TeV - value: 13 - max: null - pT: - min: 0.0 - mid: null - max: 2.2 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 2.2 - mid: null - max: 3.4 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 3.4 - mid: null - max: 4.6 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 4.6 - mid: null - max: 5.8 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 5.8 - mid: null - max: 7.2 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 7.2 - mid: null - max: 8.7 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 8.7 - mid: null - max: 10.5 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 10.5 - mid: null - max: 12.8 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 12.8 - mid: null - max: 15.4 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 15.4 - mid: null - max: 19.0 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 19.0 - mid: null - max: 24.5 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 24.5 - mid: null - max: 34.0 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 34.0 - mid: null - max: 63.0 - yZ: - min: 4.0 - mid: null - max: 4.5 -- sqrt_s: - min: null - mid: *id005 - max: null - pT: - min: 63.0 - mid: null - max: 270.0 - yZ: - min: 4.0 - mid: null - max: 4.5 diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT_YZ.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT_YZ.yaml deleted file mode 100644 index 2d8dfd68ee..0000000000 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT_YZ.yaml +++ /dev/null @@ -1,10696 +0,0 @@ -definitions: - Statistical_uncertainty: - description: Total (correlated) statistical uncertainty with correlation matrix. - treatment: ADD - type: CORR - Luminosity: - description: Systematic uncertainty from the luminosity. - treatment: ADD - type: LHCB_LUM - Efficiency: - description: Correlated uncertainties from the selection efficiencies with correlation - matrix. - treatment: MULT - type: CORR - Background_uncorrelated: - description: Background contributions from heavy flavours, misidentified hadrons - and physics processes.(uncorrelated) - treatment: MULT - type: UNCORR - Background_correlated: - description: Background contributions from heavy flavours, misidentified hadrons - and physics processes.(correlated) - treatment: MULT - type: CORR - Final_state_radiation_uncorrelated: - description: Correlated uncertainties from final state radiation corrections.(uncorrelated) - treatment: MULT - type: UNCORR - Final_state_radiation_correlated: - description: Correlated uncertainties from final state radiation corrections.(correlated) - treatment: MULT - type: CORR - Closure_uncorrelated: - description: Correlated uncertainties from closure test.(uncorrelated) - treatment: MULT - type: UNCORR - Closure_correlated: - description: Correlated uncertainties from closure test.(correlated) - treatment: MULT - type: CORR - Alignment_uncorrelated: - description: Correlated uncertainties from detector alignment and momentum scale - calibration.(uncorrelated) - treatment: MULT - type: UNCORR - Alignment_correlated: - description: Correlated uncertainties from detector alignment and momentum scale - calibration.(correlated) - treatment: MULT - type: CORR - Unfold: - description: Correlated uncertainties due to unfolding corrections applied only - to pT. - treatment: MULT - type: UNCORR -bins: -- Statistical_uncertainty: - - 1.4663241300126814e-07 - - 8.246922536444745e-06 - - 3.42838776578302e-08 - - 1.205103320444147e-06 - - 1.2422776554038616e-05 - - 1.824376103042164e-08 - - -3.13059871917478e-09 - - -3.679110221099351e-06 - - 1.8901257114048992e-07 - - -6.219892112774459e-06 - - -3.24175819840016e-09 - - -4.6306267295978147e-07 - - -0.0026002099961027906 - - 4.344237743775757e-09 - - -4.6142388775823663e-08 - - 2.1948834971791139e-07 - - 3.7896380817249206e-07 - - 2.007839520088833e-09 - - -0.00033776327939912714 - - -0.0004828672047471153 - - -1.1847631242463385e-09 - - -9.807745761509092e-09 - - -6.435674916013771e-05 - - 2.1299018840482378e-07 - - 0.0005516942174010376 - - -0.0004367886962447719 - - -1.5991327198382514e-08 - - 4.5448151638736554e-12 - - 8.691429940426015e-09 - - 1.112500875930818e-10 - - 7.734575091228668e-06 - - -5.78693714032835e-12 - - 1.5569286785411316e-09 - - -6.851753574639813e-12 - - 1.3402715135130114e-10 - - -6.35030906016078e-09 - - 0.017787355030971938 - - 4.511063772081522e-05 - - 4.239451760518639e-11 - - -4.7286453057741456e-07 - - 2.3476953131610604e-13 - - 7.819653464540466e-13 - - 2.98065953670454e-09 - - -8.460550022011864e-14 - - -6.566685405673614e-12 - - 1.2320553345455528e-11 - - 3.54390729274785e-14 - - 4.115868986006665e-14 - - 1.9503188306020074e-14 - - -8.131043075251804e-14 - - 5.281348982911835e-15 - - -1.0832849780010452e-10 - - -5.052179215231149e-12 - - 2.6563928825475e-12 - - -1.1022161729583153e-15 - - 1.2103989252544013e-16 - - -1.5061568753182722e-12 - - -2.569498690480231e-16 - - 1.770830135076359e-17 - - -1.6303098181782946e-15 - - 1.4933055011868511e-15 - - -2.2272225889922933e-18 - - 2.0938713652110637e-15 - - 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0.005175474307447247 - - -0.0006550333948717456 - - 0.0005622120418179336 - - 0.0029519709809788363 - - -0.0026874794671491982 - - -3.647665859095541e-05 - - -0.00033161960181017126 - - 0.004337962365032804 - - -0.0018679193963155936 - - 0.00350110423948482 - - -0.0007054339597374389 - - 0.004301296065012612 - - -0.0011490598004136544 - - 0.0030033500493248373 - - -0.0003375575588540932 - - -0.0002610651896436828 - - 0.0006035876491405307 - - -6.389449219840718e-05 - - 0.00016110760939005062 - - 0.00042737956316486313 - - 4.7105906014825396e-05 - - -0.00017325015071766232 - - 0.0008977203127641837 - - 0.0004282480089769653 - - -0.0006119522089426232 - - -0.00028705861042833996 - - -1.939319055287083e-05 - - 0.0004019432425450568 - - 0.0007963158198747714 - - -0.0008271755123664987 - - -0.0007306295130340085 - - 0.0002474598065336077 - - -0.00024887684463771305 - - 0.0001324978149269908 - - -0.00014708080676552177 - - 6.516613628722546e-05 - - 0.0003455242838485959 - - 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0.10564175310927021 - Closure_correlated: 0.10564175310927021 - Alignment_uncorrelated: 2.0776211444823143 - Alignment_correlated: 2.0776211444823143 - Unfold: 1.1703000000000001 -- Statistical_uncertainty: - - 5.563803577484324e-07 - - 3.596980274986454e-05 - - 1.8048649488409062e-07 - - -2.923949796134868e-06 - - -3.6942094202263984e-05 - - 1.89811694979649e-06 - - -4.398944878528864e-08 - - -0.00013563473971185992 - - 1.0526183028212746e-05 - - 5.584765435026051e-05 - - -2.86149740164261e-07 - - 4.166405153304029e-05 - - -0.00024768839665909194 - - -3.935011093805908e-09 - - 1.8060013334144755e-06 - - 4.688543988475092e-07 - - -5.3545678495703296e-05 - - 8.692052524159004e-09 - - 0.019930541057638446 - - -0.009544403606221833 - - 2.3620367474159883e-09 - - -1.4573131305982785e-08 - - 8.695962967322212e-06 - - 1.0142144717879303e-05 - - 0.014136912848523881 - - 0.014533679689742706 - - 1.278101257544043e-07 - - 4.072899620117532e-12 - - -7.813018625213209e-09 - - 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6.718407704651701e-25 - - -3.443149233818641e-22 - - 1.0356477381313948e-17 - - -4.264020457893281e-18 - Luminosity: 0.05 - Efficiency: - - 0.3444343218547704 - - -0.49993224098985484 - - 0.29621537076762344 - - -0.07529152642127449 - - 0.012090559390885694 - - 0.00033418841094132363 - - 0.0009617846051132649 - - 0.009076580975125493 - - -0.0047282040643290245 - - 0.001384334874969112 - - -0.004118718718072338 - - 0.0037386917808479784 - - 0.0027221893570652882 - - -0.00027052032541731354 - - -0.0015772976882778608 - - -0.00649342339096133 - - 0.0044224025810257785 - - 0.008088881087379185 - - 0.00010229456849160045 - - 0.00023445225028451074 - - -0.0002761555799905697 - - 7.156801527362944e-05 - - -0.0003877948939556252 - - 4.213844137764956e-06 - - -1.9783054771269727e-05 - - 0.00030424274601585383 - - 0.0005199418414882373 - - -0.00042452043228510616 - - -7.806769838272045e-05 - - 0.00010438229012628722 - - -0.00018335654018457066 - - 0.00010175025135127101 - - 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5.240153946620397e-05 - Background_uncorrelated: 0.31169266914703014 - Background_correlated: 0.31169266914703014 - Final_state_radiation_uncorrelated: 0.6397902156175882 - Final_state_radiation_correlated: 0.6397902156175882 - Closure_uncorrelated: 0.5905755836470045 - Closure_correlated: 0.5905755836470045 - Alignment_uncorrelated: 1.4436292044704555 - Alignment_correlated: 1.4436292044704555 - Unfold: 0.5568 -- Statistical_uncertainty: - - 2.64802648095055e-07 - - 1.600972637755762e-05 - - 7.641625632969621e-08 - - -3.1102598097827004e-07 - - -5.171868272246454e-06 - - 8.758664088434501e-07 - - -1.4357859078571881e-08 - - -4.57100539365749e-05 - - 4.037528407184703e-06 - - 3.2446022871203304e-05 - - -2.9704422260042644e-06 - - -6.414468722238565e-05 - - -4.667546430042335e-05 - - -1.3148709246564666e-08 - - -3.994044672080508e-06 - - -9.772238477966721e-07 - - 9.14949859743755e-05 - - 3.3726947684209344e-09 - - 0.011748859294731394 - - -0.020627851848422616 - - 6.846190462072143e-09 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-2.8332656250932363e-16 - - 5.746584096095917e-13 - - -5.37394090627267e-13 - - -7.551014069667961e-18 - - 5.805926394791935e-13 - - -1.2291357470684766e-16 - - -2.7574396598407594e-20 - - 3.896198389334048e-17 - - -3.4300846594056636e-24 - - -7.54574300508805e-21 - - 1.9345906883124925e-17 - - -9.326045535706326e-18 - Luminosity: 0.04 - Efficiency: - - 0.3419393578740747 - - -0.4987072576811924 - - 0.3000078947326844 - - -0.0813858180797821 - - 0.005507185991892618 - - -0.0009072568953246421 - - -0.0014853186202975774 - - 0.004141985793296869 - - -0.004929929658486717 - - 0.0029114483278734533 - - -0.0019242631771317334 - - -0.003083488134896077 - - 0.0034539642975388246 - - -0.0011489675089934417 - - -0.0010554648671184854 - - -0.0007496773307051189 - - 0.003889522426290584 - - -0.0037609757266564773 - - 0.00019623251784626374 - - 0.00032505444100685405 - - 0.0002899234428585286 - - -2.2898847433438886e-05 - - -0.0008012977793450117 - - 0.0001581088332800001 - - 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2.535029618546739e-14 - - 1.1237521781284185e-12 - - 3.5890438114665203e-07 - - 1.9225463036494296e-08 - - -7.114169911305849e-09 - - 1.7876397039364674e-14 - - 5.1055686316946035e-14 - - 5.825140124748633e-09 - - 6.177974777190467e-15 - - -2.9412267630789203e-16 - - 2.40097566384177e-13 - - -9.614212762333539e-15 - - -1.1335116009559294e-17 - - -8.717788055940344e-12 - - -1.3212254175737167e-15 - - -2.9989003516784116e-20 - - 1.0633218639016493e-17 - - 1.2612904605102349e-23 - - -3.536283518258485e-20 - - -2.945673358336313e-16 - - 1.4336363739126335e-16 - Luminosity: 0.037 - Efficiency: - - 0.33702389261943044 - - -0.49062354792657514 - - 0.2948144684723792 - - -0.08166567166355565 - - 0.001201215328089597 - - -0.0003721458312928264 - - 0.011287023299626036 - - 0.003893151707943263 - - 0.013491120292075894 - - -0.02022393090403369 - - 0.009451122984303636 - - 0.009576418005544393 - - -0.0034644782715993264 - - 0.003129027482001558 - - 0.0064253281938821604 - - -0.0009908577832249132 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1.0054991830951997e-12 - - 8.917532358553509e-05 - - 1.3220220808351787e-10 - - -7.902986946252112e-08 - - 1.7369280444840166e-07 - - 9.541903574134285e-13 - - 3.996506582213517e-13 - - -1.7215628655764615e-14 - - 2.681462000302472e-14 - - -1.3824432903305821e-11 - - 1.46422621370591e-06 - - 7.875362831579925e-08 - - -2.9073392106717602e-08 - - 8.57892693385646e-14 - - 2.0261199071356262e-13 - - 2.6882664820670256e-08 - - 1.6827039263836356e-14 - - -8.713936623893241e-16 - - -3.9545249810049723e-13 - - -2.736527250275739e-13 - - 3.7374608595372886e-16 - - -4.327781134539402e-11 - - -4.950647095618811e-15 - - -4.019281379713747e-19 - - 1.1580870430520716e-18 - - 2.797756199089557e-23 - - -1.9361231475254157e-19 - - -1.4983748324514472e-15 - - 6.817421506473819e-16 - Luminosity: 0.031 - Efficiency: - - 0.34337195445950425 - - -0.49906458271620185 - - 0.29817111970085813 - - -0.08031821783540007 - - 0.003034166090955573 - - -0.0006480214642986098 - - 0.0029465114589117725 - - 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Alignment_uncorrelated: 0.6760223670855869 - Alignment_correlated: 0.6760223670855869 - Unfold: 0.5088600000000001 -- Statistical_uncertainty: - - 4.5429918225455726e-10 - - 1.6165625459367084e-08 - - 8.573104082036037e-11 - - -2.580723354344408e-09 - - -1.3697779746951417e-08 - - 1.5016032072378397e-08 - - -8.969988462530235e-11 - - -3.5486320146281484e-07 - - 4.7719086765314345e-08 - - 5.014722812537914e-07 - - -1.9220623147297966e-07 - - -5.095322497789805e-06 - - -2.8544652532754695e-09 - - -1.2763906629346038e-09 - - 2.0204317082234468e-07 - - 5.370073750258078e-08 - - -5.450093584007174e-06 - - 7.177812547195546e-10 - - 1.6783484663482497e-06 - - -4.343871609176706e-06 - - 7.312735885289861e-09 - - 5.554593734242292e-07 - - 1.8164826487683797e-08 - - -1.8453322397102587e-05 - - -5.982700955868919e-06 - - -4.91348986250501e-06 - - -5.901729963040878e-07 - - 1.0047241549789264e-11 - - -3.078064401606298e-10 - - 1.8543927407750333e-09 - - 0.0002956552205429138 - - 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2.4747336471170465e-14 - - -1.141475203122104e-14 - Luminosity: 0.026 - Efficiency: - - 0.34102062895490054 - - -0.4930423559511228 - - 0.2894262084362993 - - -0.07173725971150294 - - 0.008778569569859082 - - -0.000938989947167782 - - -0.006847900656731037 - - -0.00017983706926530196 - - -0.013481703011368494 - - 0.011025981455382463 - - 0.0028778784024101646 - - -0.0037687066914210087 - - 0.0022834736868783388 - - 0.0005841515805979992 - - 0.002228554833334689 - - 0.008302256023485144 - - 0.006495585063487272 - - -0.00537298772502906 - - -0.0006458671309723388 - - 0.00028709204158479905 - - 0.0006266735349442715 - - -0.0009937020337222136 - - -0.00019210322041214448 - - 5.7613567302523695e-05 - - 0.00039863496214064095 - - 0.0003894942198099963 - - -0.0003224518497434782 - - -8.142681962029515e-05 - - 0.0002598708825196636 - - 0.00019175010339331732 - - 0.00027139288255001215 - - -0.0002752401027623633 - - 1.1407410265984113e-05 - - 0.0002797402024286227 - - 0.00025100269997964657 - - 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Background_correlated: 0.2522037756458059 - Final_state_radiation_uncorrelated: 0.6632025211426748 - Final_state_radiation_correlated: 0.6632025211426748 - Closure_uncorrelated: 0.30824905912265166 - Closure_correlated: 0.30824905912265166 - Alignment_uncorrelated: 0.47638490955318896 - Alignment_correlated: 0.47638490955318896 - Unfold: 0.3963 -- Statistical_uncertainty: - - 1.4380175181922151e-08 - - 7.802232665799904e-07 - - 3.2174308237809893e-09 - - 1.1652450690647646e-07 - - 1.2059600519261683e-06 - - 1.3242457572084836e-09 - - -2.7910307680591896e-10 - - -3.74727305170683e-07 - - 2.2925153498211453e-08 - - -5.919392249847809e-07 - - 1.2539257039692676e-09 - - -8.976961259309329e-08 - - -6.574156907614739e-09 - - -1.155272903188664e-11 - - 2.631962134184192e-09 - - -3.783550098353113e-09 - - -5.257042289659534e-08 - - -3.227736858202838e-11 - - 1.2245029920517528e-06 - - -8.300891673722478e-07 - - 4.495879266923977e-10 - - 3.392487692647901e-08 - - 4.15188575278178e-07 - - 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0.1206394879382369 - Alignment_correlated: 0.1206394879382369 - Unfold: 0.04136 -- Statistical_uncertainty: - - 2.7554952474589414e-17 - - 1.5295666307109316e-15 - - 7.254754174737972e-18 - - -2.053824948483185e-16 - - -1.803051161241183e-15 - - 5.772158163171916e-16 - - -8.343810164297811e-18 - - -1.847106200172193e-14 - - 1.8742466107675114e-15 - - 1.371624667947404e-14 - - -2.913718549002548e-15 - - -5.835860012227372e-14 - - -5.4438353317725884e-18 - - -2.7122238605074515e-17 - - 1.108932970421383e-14 - - 2.541112022167761e-15 - - -1.8861492175785434e-13 - - -2.9124321572029233e-18 - - 5.463285956814869e-15 - - -1.857965668746952e-14 - - 2.5126865211476767e-15 - - 1.9868969069082804e-13 - - 5.739559345585227e-15 - - -4.128358377122665e-12 - - -2.770248796279164e-14 - - -2.7971043736494963e-14 - - -2.7281356582175566e-13 - - 2.3808561201078616e-18 - - -1.291054674364477e-16 - - 4.824426160753328e-16 - - 2.698702800053413e-12 - - 3.982380767790515e-18 - - 9.627213334675232e-11 - - 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0.005 - Efficiency: - - 0.34723015821428577 - - -0.4918852022397414 - - 0.2812623346608177 - - -0.07781088449492041 - - -0.02189068486250039 - - -0.005196252196211411 - - -0.013340619858865433 - - -0.016590078156131813 - - 0.000834169351114746 - - 0.011188903061589171 - - 0.002688983308663848 - - -0.009879728807984675 - - 0.00013000716704929268 - - -0.0032500056469624916 - - 0.0017121101622287196 - - 0.0006913434652960293 - - -0.0034756731673733915 - - -0.0012580230142806017 - - -4.488150049616423e-05 - - -0.0005944841344481099 - - 0.000520370652003415 - - 0.0002476130097566254 - - -0.0003125715041440598 - - 0.00043333184599559244 - - 0.00040774342425985605 - - 0.00010394213898191268 - - -5.692981835459388e-05 - - -0.00023000068652881988 - - 0.00034713823626040445 - - -9.383057941047342e-05 - - -0.00026726588151125655 - - 0.0008010264391137169 - - -0.00040540933253987944 - - -0.000859385771837012 - - 0.0001512486612495115 - - -0.00011820878817406092 - - 0.00016463130270879238 - - 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Final_state_radiation_uncorrelated: 0.0451416969109492 - Final_state_radiation_correlated: 0.0451416969109492 - Closure_uncorrelated: 0.1402617011161636 - Closure_correlated: 0.1402617011161636 - Alignment_uncorrelated: 0.061263731522002485 - Alignment_correlated: 0.061263731522002485 - Unfold: 0.004560000000000001 -- Statistical_uncertainty: - - 4.3571061073303555e-22 - - 3.817095547863991e-20 - - -2.1207921447289237e-18 - - 4.9252026281218995e-20 - - -2.1422807865876164e-20 - - 9.531335728727458e-19 - - -5.529391768723485e-18 - - -5.607284176894865e-19 - - 2.9472845825587102e-18 - - 7.810148928505364e-19 - - -5.210521663756847e-18 - - -6.842266791338001e-18 - - 1.9546418792981095e-21 - - -7.348233373816146e-18 - - -7.406731418438448e-19 - - -8.876390474630909e-20 - - 1.2833708745990177e-17 - - -4.097341893152303e-18 - - -2.636880264316553e-19 - - 6.532400720212292e-19 - - 1.2663630118266252e-19 - - 3.619814790482265e-18 - - -1.7910750836503662e-18 - - -6.939130452004495e-18 - - 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0.0001290142315712125 - - 0.00014350869531605184 - - 2.98301643946866e-06 - - -6.40094200362741e-05 - - 9.28028322178317e-05 - Background_uncorrelated: 0.002952170811453836 - Background_correlated: 0.002952170811453836 - Final_state_radiation_uncorrelated: 0.007675644109779974 - Final_state_radiation_correlated: 0.007675644109779974 - Closure_uncorrelated: 0.012871464737938727 - Closure_correlated: 0.012871464737938727 - Alignment_uncorrelated: 0.002834083978995682 - Alignment_correlated: 0.002834083978995682 - Unfold: 0.001503 -- Statistical_uncertainty: - - 8.120890138800117e-05 - - 0.003096307168387816 - - 1.2159354767548898e-05 - - 0.0005002299447013211 - - 0.004792401436085596 - - 3.4009633857838354e-05 - - -1.4456076570783557e-06 - - -0.0016158574382162379 - - 4.769590125244181e-05 - - -0.00282894220570821 - - -1.2711691862135244e-05 - - -0.0002623147477787377 - - -1.3555719908826013e-05 - - -8.872851975502274e-07 - - -3.9240264616935525e-05 - - 0.0002113387535671008 - - 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Statistical_uncertainty: - - 0.000646128522593121 - - 0.026202735342892684 - - 0.00011393611504398198 - - 0.0010710616526787933 - - 0.006943183728372807 - - -0.00027302564262415515 - - 1.0325765889532266e-05 - - 0.019796315878615526 - - -0.0010719008548913868 - - 0.036861554812570314 - - -0.00018575255485306114 - - 0.0031536919349668666 - - 4.981157909334907e-05 - - 7.175203112880298e-07 - - 2.770045983429705e-05 - - 2.2534219765517055e-05 - - -0.0008370721415934789 - - 2.1183183567990853e-07 - - -4.0832594550320304e-05 - - -4.007966188486539e-05 - - -1.1549962360448407e-08 - - -1.3512589267312315e-07 - - -0.0010240646322200043 - - 1.588826465266307e-05 - - 4.132183642113051e-05 - - -2.431125530947979e-05 - - 4.612264262325051e-07 - - -4.422627824694156e-10 - - 8.466196770783617e-08 - - -3.65283663223921e-09 - - 2.469820432347912e-07 - - -1.8589798604871296e-11 - - 1.6186740492200864e-07 - - 6.803051167909511e-10 - - 1.6545474953096404e-08 - - -4.304529351076857e-07 - - 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-0.09469604267374207 - - 0.08916848457487009 - - -0.04080295946006795 - - 0.0020087988252336423 - - 0.010404229793455018 - - -0.004203170740991337 - - 0.0062147152423315775 - - -0.00349947756922791 - - -0.00501221492720888 - - -0.003501048366539766 - - 0.0059882709253346374 - - -4.484730361508407e-05 - - 3.402367210160801e-05 - - 0.0009064372118058228 - - -0.008220541012165938 - - 0.0017006477300428036 - - -0.0009467690511857636 - - 0.0006046473911608478 - - 0.00023199046160836084 - - -3.247562919510078e-05 - - -0.00023759133551733602 - - 0.0005469310151949732 - - -0.00039919986062852936 - - 0.000505429474095423 - - 0.00022224655245514316 - - -0.00012728947520429244 - - -5.6020593595712496e-05 - - 0.0004461830584158946 - - 0.0004414248462965161 - - -0.00030006522617702423 - - -0.0003166459699206025 - - -0.0006130116775846539 - - 0.0006990455755476212 - - 0.00017851308535322751 - - -5.894865280812549e-05 - - 0.0006171356038155586 - - -0.0007111110681657295 - - -0.00014589933645527646 - 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1.516036938863958 - Closure_uncorrelated: 1.155978165883768 - Closure_correlated: 1.155978165883768 - Alignment_uncorrelated: 1.2507304745627654 - Alignment_correlated: 1.2507304745627654 - Unfold: 1.0988 -- Statistical_uncertainty: - - 0.0009164369429713781 - - 0.04500263173087262 - - 0.0002161648326542205 - - -0.0024791714784462363 - - -0.034199226428630755 - - -0.00011663426910927788 - - 7.622248693568995e-06 - - 0.00994619771423309 - - -0.0008160864402217715 - - -0.01672332486652597 - - 0.00010316647593160052 - - -0.003911638409153641 - - -6.643644443691348e-07 - - -2.679505010161206e-07 - - -7.058728881997983e-05 - - -2.1032147779182793e-05 - - 0.0018739435159786113 - - -1.3249313335980136e-07 - - -9.325979299786416e-06 - - -1.0991409386658734e-05 - - -5.8894380418314705e-08 - - 4.968779954524127e-07 - - 0.00018722801448680393 - - -4.779307476845831e-05 - - -5.446953034554729e-06 - - 2.9058464337219105e-05 - - -1.2484044581914954e-06 - - -3.654220153797353e-10 - - 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7.454406376838868e-05 - Background_uncorrelated: 0.3873530947339908 - Background_correlated: 0.3873530947339908 - Final_state_radiation_uncorrelated: 0.07042783540618014 - Final_state_radiation_correlated: 0.07042783540618014 - Closure_uncorrelated: 0.10564175310927021 - Closure_correlated: 0.10564175310927021 - Alignment_uncorrelated: 2.0776211444823143 - Alignment_correlated: 2.0776211444823143 - Unfold: 1.1703000000000001 -- Statistical_uncertainty: - - 0.00031545571001420994 - - 0.01521182256485996 - - 7.53083314192527e-05 - - -0.0013189157975331616 - - -0.015076773114171237 - - 0.0007099600670705446 - - -1.51932265784085e-05 - - -0.0407771693723171 - - 0.0030670103525686954 - - 0.013269659470766929 - - 0.00010958264446032394 - - 0.01138287171292982 - - 2.0139516301099146e-06 - - 1.0089581073394156e-07 - - 0.0003450952843877077 - - 8.116988184496887e-05 - - -0.00780219250487754 - - 4.455429690694901e-07 - - -7.762052660259625e-05 - - 2.9498139579581327e-05 - - 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0.0001942701571524607 - - -0.00027136215982855293 - - 0.00022626119515073282 - - 3.7518768304062795e-05 - - 1.2665892393685267e-05 - - 0.00010001810280996736 - - -9.288728317819218e-06 - - 2.72969819684369e-05 - - -8.42177080948547e-05 - Background_uncorrelated: 0.31169266914703014 - Background_correlated: 0.31169266914703014 - Final_state_radiation_uncorrelated: 0.6397902156175882 - Final_state_radiation_correlated: 0.6397902156175882 - Closure_uncorrelated: 0.5905755836470045 - Closure_correlated: 0.5905755836470045 - Alignment_uncorrelated: 1.4436292044704555 - Alignment_correlated: 1.4436292044704555 - Unfold: 0.5568 -- Statistical_uncertainty: - - 4.9982060063730184e-05 - - 0.0019285171763174932 - - 9.950574712274588e-06 - - -0.000259937827775468 - - -0.0021904482467599356 - - 0.0004843589038462109 - - -4.989621575897467e-06 - - -0.013990984546248844 - - 0.0013438074037383399 - - 0.009184824808284734 - - -0.0010146274020782719 - - -0.022425311609231353 - - -1.4265798774679055e-07 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Alignment_correlated: 0.8498362849690523 - Unfold: 0.22188 -- Statistical_uncertainty: - - 1.5872025759936558e-06 - - 1.827356048418658e-05 - - 9.150490836128027e-08 - - -5.1752748376068e-06 - - -1.745845600432283e-05 - - 2.0958270588915432e-05 - - -6.538224855518394e-08 - - -0.0002956065784472033 - - 4.962970950751469e-05 - - 0.0004504139727280816 - - -0.0002048239610320525 - - -0.004764609023158267 - - -3.2275243080079916e-07 - - -1.2141689377603326e-06 - - 0.00028019983138997153 - - 6.543558189653963e-05 - - -0.005630499881516515 - - 3.422732392444374e-07 - - -7.273465202812519e-06 - - 5.000670570765435e-07 - - 1.0765890636904362e-05 - - 0.0008495741035867001 - - 3.6887623252681745e-05 - - -0.028990438672500892 - - 1.574759861469656e-05 - - 3.471429034393749e-06 - - -0.0005585272673783937 - - 1.055377557711149e-08 - - -2.6933130284608983e-07 - - 1.301066567718861e-06 - - -3.0651013759317076e-06 - - -7.204870047737642e-11 - - -0.0014347295447561977 - - 8.937013433155676e-07 - - 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0.1326918064205766 - - 0.022958241351562506 - - 0.0022093539170576436 - - -0.00852002624275075 - - 0.009237313272275971 - - -0.005768986423272667 - - 0.0010912375789350916 - - 0.00838081804758567 - - 0.0014601268923814328 - - -0.004106212468941737 - - -8.468163126921817e-05 - - 0.004003123677303782 - - -0.007425752953941188 - - 0.00717879855739675 - - -0.00022160510099284247 - - -0.0001506485460547111 - - -0.00018051528188446753 - - 0.0005560995227668216 - - -0.0005347896227914675 - - -0.0001533777945922241 - - 6.131877496109323e-05 - - -0.00020490860018034952 - - 0.0004174877804102247 - - 0.0007366958749272258 - - 9.312772598058934e-05 - - -0.0005062264351887667 - - 0.0004898743304930685 - - 5.835609252789849e-05 - - 0.00024343511550279498 - - 0.0003614776559192949 - - -0.00028343999303361434 - - 0.0006963595771807481 - - 0.0003307147701862414 - - -0.0002588375289155866 - - -0.00032571975147678523 - - -9.601393771589463e-05 - - -0.0003433120350296707 - - 0.0003794081564667229 - - 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Closure_uncorrelated: 0.20106581323039482 - Closure_correlated: 0.20106581323039482 - Alignment_uncorrelated: 0.1206394879382369 - Alignment_correlated: 0.1206394879382369 - Unfold: 0.04136 -- Statistical_uncertainty: - - 3.139835966508214e-14 - - 1.6804784302686046e-12 - - 8.598933955352216e-15 - - -1.3276093039665484e-13 - - -8.387171832750208e-13 - - 8.416408431543531e-13 - - -5.755044381645702e-15 - - -2.206528827085668e-11 - - 2.594100552830663e-12 - - 2.1325089641552938e-11 - - -4.1943572587520745e-12 - - -7.27647326639962e-11 - - 5.845807765532679e-15 - - -1.1076734056843153e-14 - - -2.036818305442087e-12 - - -9.06726001356697e-13 - - 1.4692879347764593e-10 - - -2.41982804259878e-14 - - -1.8579237160415294e-13 - - 7.272350403077879e-13 - - 2.0674309036243173e-13 - - 1.7880979149271194e-11 - - 1.5606650837572958e-12 - - -5.6358641325950776e-11 - - 9.543806271360558e-13 - - 5.570504595280512e-13 - - -2.1291313774402664e-11 - - 6.015380002373616e-16 - - -5.612559363912027e-15 - - 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1.134730020587146e-16 - - -3.7275931065028554e-13 - - 1.2893521974373624e-09 - - 8.00059468444663e-11 - Luminosity: 0.01 - Efficiency: - - 0.511404318280586 - - -0.3783964232322703 - - -0.12721033858446004 - - 0.1578305081546261 - - 0.04779259797251155 - - 0.012997663450486663 - - 0.018801651659007424 - - 0.00846951222400813 - - 0.0024376435988902353 - - -0.004651093974518216 - - -0.0005072144283682359 - - -0.00580503913716955 - - -0.0037870308359894238 - - -0.011449089721900174 - - 6.942988849639559e-05 - - 0.00043312122778708505 - - -0.0016970477817186266 - - 0.0009868718236017285 - - -0.00046974022398897815 - - -0.00015690830922394686 - - 0.0002769966408876806 - - 0.0006586348927944739 - - -3.867870658525067e-06 - - -0.00030933192207461126 - - 0.0008442159132837317 - - -0.0006356081559137514 - - -9.527793697836592e-05 - - 0.00031212745701311636 - - -0.00016238591529698816 - - -0.00019498967760325593 - - 0.00031637821126290655 - - 0.00010450771895827469 - - -9.266408812129544e-05 - - 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Background_uncorrelated: 0.024183051916579927 - Background_correlated: 0.024183051916579927 - Final_state_radiation_uncorrelated: 0.0451416969109492 - Final_state_radiation_correlated: 0.0451416969109492 - Closure_uncorrelated: 0.1402617011161636 - Closure_correlated: 0.1402617011161636 - Alignment_uncorrelated: 0.061263731522002485 - Alignment_correlated: 0.061263731522002485 - Unfold: 0.004560000000000001 -- Statistical_uncertainty: - - 2.1397623636482133e-17 - - 3.20823011821623e-18 - - 9.55103155523424e-19 - - -1.7209867931545455e-16 - - 1.8165992224874188e-17 - - 1.5383059266951452e-15 - - 4.744487434852259e-18 - - 1.4572911647096185e-16 - - 2.0257177665832392e-15 - - -2.374719235032085e-17 - - -6.032464461860343e-15 - - -1.4260962692286237e-17 - - 7.242868090490794e-20 - - 6.7768244625426474e-18 - - 1.6940908397071873e-14 - - 2.3855009491863472e-15 - - 1.3510492136798688e-15 - - -1.3172120496893853e-16 - - -7.745884883918823e-19 - - 3.760771744591662e-18 - - 1.2768424634644504e-17 - - 1.6043046217505118e-14 - - 7.715786301430267e-18 - - 9.003888920540587e-16 - - 4.846514262705839e-18 - - 4.729757175203399e-18 - - -3.8325323204715106e-14 - - 1.5486760373846395e-17 - - -2.9748364185323857e-18 - - 1.7410341323495923e-17 - - 7.31891855871036e-18 - - -1.164830385999358e-17 - - 2.067719117779131e-13 - - 6.465146338068714e-16 - - 1.4968335569555962e-13 - - -3.1711378984190297e-13 - - 8.976564048091858e-19 - - -3.461058384475596e-16 - - 1.256611686469065e-18 - - 2.0110627894402865e-15 - - 2.3275619122078923e-16 - - -1.33021477883017e-18 - - -6.30720306747494e-14 - - 4.5051971413085915e-14 - - -1.6900297182888375e-11 - - 4.373804042967196e-11 - - 3.2080203661884265e-16 - - -2.0646272843076233e-17 - - 1.0971666634726748e-16 - - -2.3523576188128754e-16 - - 2.632842474734407e-13 - - 2.1845131727582874e-10 - - -5.138526500606411e-09 - - -2.974517777949873e-09 - - -4.636757231571158e-17 - - 4.643523631293614e-12 - - -7.806179671938389e-11 - - -7.334408736715936e-16 - - 3.964808467338869e-15 - - -1.3286497986649824e-06 - - 1.1518781491003941e-06 - - 9.095728044705107e-14 - - -4.842691280151428e-09 - - 3.3210075661370703e-10 - - 7.310196567084101e-13 - - 0.0002999916397539891 - - -4.345039424804939e-14 - - 1.1184460765267798e-09 - - 4.490111974311159e-07 - - -1.3123540390423412e-06 - Luminosity: 0.0006 - Efficiency: - - 0.5124171211577969 - - -0.3727487893715379 - - -0.12261947565513115 - - 0.16193842647036502 - - 0.07169867526237317 - - 0.006503523340482687 - - 0.016648484536136834 - - 0.016883046977213493 - - -0.0024466252978722182 - - 0.0077758465281206795 - - -0.015256377587612441 - - -0.0009184361704646831 - - 0.005214650983301475 - - -0.00044832151677574877 - - 0.005392795424973295 - - -0.003195479248704143 - - -0.0038829065987582892 - - 0.0008567793127949703 - - 0.0007566762459872359 - - 8.279839517576292e-05 - - -0.0004252742052646501 - - 1.2445635607775815e-05 - - -7.924428320942828e-05 - - -0.00019967972991069932 - - -0.00012462781204115143 - - 0.00037401743687473694 - - -0.0005084209843010356 - - 0.00015317476582597307 - - -0.0003804772296739996 - - 0.0007560868166564325 - - -0.0005737044186607746 - - 0.00029117844727348047 - - -9.527872372400651e-05 - - -0.0002668098459922695 - - -0.00013074855345213352 - - -0.00012444635711910003 - - 0.0004892634680839574 - - 0.000213949403623292 - - 0.00011155034665162136 - - -0.0001492865249291681 - - 0.00032021168917202006 - - -0.0004133268884217337 - - -0.0005906804662298344 - - 6.257913176898446e-05 - - 0.0006291555249838313 - - -0.00011264184484795228 - - -0.00011607891028345175 - - -0.00012475174118874052 - - -0.00020707931719695264 - - 0.0002760835385212691 - - 1.9815567138770834e-05 - - 0.00017907809492915188 - - 0.0002318752603248401 - - -0.00030803879392958094 - - 1.5447663723200352e-05 - - 0.00014959589305521884 - - -4.856916128943517e-05 - - 9.322866206684302e-05 - - 0.0001920783138830811 - - -0.00020649095436694082 - - -4.7813858452963904e-05 - - -0.00011159471366240753 - - -2.2132315337536854e-06 - - 5.709421726728323e-05 - - -0.00016354934047385406 - - -6.631395340079249e-05 - - 5.687986236796702e-05 - - 1.1828484209221483e-05 - - 0.00010648418705737116 - - -6.249729433980816e-05 - Background_uncorrelated: 0.002952170811453836 - Background_correlated: 0.002952170811453836 - Final_state_radiation_uncorrelated: 0.007675644109779974 - Final_state_radiation_correlated: 0.007675644109779974 - Closure_uncorrelated: 0.012871464737938727 - Closure_correlated: 0.012871464737938727 - Alignment_uncorrelated: 0.002834083978995682 - Alignment_correlated: 0.002834083978995682 - Unfold: 0.001503 -- Statistical_uncertainty: - - 0.006514128879223864 - - -0.0002114560759021247 - - -9.896383636360975e-05 - - 0.00972064538621903 - - -0.0008191225626477968 - - 0.007213136776675769 - - -0.00014357297563991232 - - -0.0007307933768496202 - - -0.011242508963785067 - - -4.037815503315782e-06 - - -0.005484593522025557 - - 0.00017625203784954523 - - 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-3.0015392875174985e-09 - - -2.8445219632223336e-10 - - -8.351047920065375e-11 - - 1.168879220693129e-09 - - -1.7749951577657654e-09 - - -2.232729628308905e-11 - - -6.10819932587165e-12 - - 2.035427084698765e-13 - - -9.123446119269876e-12 - - 7.533698010929382e-13 - - -3.985507914406769e-12 - - -4.232966719680971e-12 - - -8.875260658938533e-14 - - -2.9105743096799254e-16 - - 1.6626537779964217e-14 - - 5.653678283677377e-16 - - -1.1282826576190232e-17 - - -1.5497406111703066e-20 - - 3.4546445005079105e-19 - - -7.511018264110666e-17 - - -1.6123887150084903e-16 - Luminosity: 0.08 - Efficiency: - - 0.7055412651198106 - - 0.0007423917502720407 - - -0.17890149309862854 - - -0.019413161645473867 - - 0.030777723016357523 - - -0.0275946102089458 - - -0.0057841555294186955 - - 0.017078984825114038 - - -0.014477573302626971 - - 0.000521402833837075 - - 0.004259958000862433 - - -0.01221802200247465 - - -0.015516003755733941 - - 0.00027003336127704683 - - 0.0018703040600523285 - - 0.0060519950740634924 - - -0.0038447160939426256 - - -0.004783912269769481 - - -0.0005442644219150586 - - -0.0001427435080312123 - - -0.0003867756894793259 - - 0.001136341931398757 - - 0.0008796161777610379 - - 0.00023417545971090003 - - 0.0003864745300299177 - - 0.00020971630800412227 - - -0.00017754874623160952 - - -0.0007883140312696684 - - 0.0004794879292150867 - - -4.153565508629034e-05 - - 0.0005288031419114937 - - -0.0002450099191003458 - - 0.00017083908837232207 - - -0.0005097327842149706 - - -0.00022502116183607343 - - 0.0002373752442031343 - - -6.180711179185212e-05 - - -0.000282356495395881 - - -9.425530182694049e-05 - - -0.00011519462367276669 - - 0.000130224811481967 - - 0.00033466604588794363 - - -0.0002029583508584713 - - -0.00014877712458523924 - - -9.855008941779688e-06 - - 0.00040032396793475075 - - -0.00012380989520059064 - - 0.0002727042381757733 - - -0.00011744420952313113 - - 0.00014243942132223395 - - 0.0002790018714665006 - - 0.00017502359897830644 - - 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Alignment_uncorrelated: 2.3712118800309687 - Alignment_correlated: 2.3712118800309687 - Unfold: 0.9720000000000001 -- Statistical_uncertainty: - - 0.04711022971731514 - - -0.0009699673093138769 - - -0.0008298095783366661 - - 0.007224248905270761 - - -0.0006792549721149309 - - -0.01587291713028586 - - 0.00030718465779072055 - - 0.0019414536584219525 - - 0.03051724429111281 - - -0.00014695898520899898 - - 0.010398011168556877 - - -0.00028898193225921026 - - -3.297349915600317e-07 - - -0.00011900570385067814 - - 0.0007379329610263128 - - 0.005517297831882895 - - 6.595631774830568e-05 - - 8.826157760138362e-06 - - 1.264149015304504e-07 - - 1.3143850022625537e-07 - - -6.375244964096928e-06 - - -4.729866280931141e-05 - - 5.641367144858638e-06 - - -3.7122436929672525e-07 - - -1.4636892070386308e-07 - - 4.224422892186784e-08 - - -2.1956220507808323e-05 - - 5.7793188559677735e-08 - - -1.1199942351792848e-05 - - 1.2061715337336904e-06 - - -1.826836229231206e-09 - - -5.838735587512455e-09 - - 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9.54319409231973e-17 - Luminosity: 0.17 - Efficiency: - - 0.661252487881798 - - 0.005821753089323759 - - -0.19099071767119968 - - -0.011942123048441644 - - 0.0404863638152338 - - -0.007464976284874203 - - -0.009392393703887773 - - -0.0038053481806325814 - - -0.008530005465429544 - - -0.0015553383317978803 - - -0.0008275683360160395 - - 0.012332042318135538 - - 0.005257166309483562 - - -0.0054322233506976705 - - 0.0004173935178192086 - - 0.006114977738167816 - - 0.004073918505141424 - - 0.00739741990312483 - - 0.00094190781351698 - - 9.754325338784154e-06 - - 0.0002955046504912014 - - 0.0007583820391151055 - - -8.383849078403489e-05 - - -0.00010321751661581421 - - -0.0001466968887202222 - - -0.00015882314943954008 - - -0.00021817084793363106 - - 0.00012808343386452325 - - -0.00011082028086900038 - - -0.00030566548334344827 - - 0.0008271514189832995 - - -0.0005142070305004969 - - -0.0003396546510463507 - - 0.00010163572155777604 - - 0.0007192072084518873 - - 0.00026053436604160147 - - 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0.3221578495085911 - Final_state_radiation_uncorrelated: 1.516036938863958 - Final_state_radiation_correlated: 1.516036938863958 - Closure_uncorrelated: 1.155978165883768 - Closure_correlated: 1.155978165883768 - Alignment_uncorrelated: 1.2507304745627654 - Alignment_correlated: 1.2507304745627654 - Unfold: 1.0988 -- Statistical_uncertainty: - - 0.037227701066415646 - - -6.103261553108082e-05 - - -0.0003478794162150338 - - -0.03807185417733282 - - 0.0032485427726461204 - - -0.010624050348113279 - - -0.0003905447929926224 - - -0.0012365826366561303 - - -0.017214763775593174 - - -7.073223583859916e-05 - - -0.017933748639791445 - - 0.0005620686812349111 - - 1.2497090509340133e-07 - - 4.200524534257691e-05 - - -0.0035242563383528817 - - -0.0029393721548401546 - - -0.0001397196502027866 - - -5.466036040062716e-07 - - 5.988616281604405e-08 - - 6.901277839144278e-08 - - 1.5355970134417977e-05 - - 0.000159953385557461 - - -1.569227492542806e-06 - - 1.3855088059092403e-06 - - 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0.0004818004043180662 - - 1.5718297598442354e-05 - - 1.3242202856744143e-05 - - -0.00224480108345864 - - 0.0002325751858004056 - - 0.011667449092119926 - - 2.7702167695178202e-05 - - 0.0010262837583519663 - - 0.010502135953091896 - - -0.0002929331323970805 - - -0.018071857158030055 - - 0.0005471154284846628 - - 1.2440961436377901e-07 - - 3.07525098987231e-05 - - 0.03041859955769924 - - 0.003997560877760528 - - 0.0012238968568392583 - - -0.00018988910739715058 - - 2.1822187908948577e-07 - - 1.0311499785871598e-07 - - -0.0002756690993281322 - - -0.00679263637510113 - - 9.788330553981768e-08 - - -6.486853485547551e-06 - - -1.2161163763683234e-08 - - 1.5365529305454713e-07 - - -0.005584466923227514 - - 2.832417766424492e-07 - - 1.551931085180039e-06 - - -8.124643840431948e-06 - - 1.4282180813712304e-07 - - -5.128905109571823e-08 - - -5.745108289726729e-06 - - 1.390722538072775e-05 - - -9.816727481663962e-05 - - -4.032111695934879e-06 - - -9.719731084493454e-11 - - 3.267150165477391e-08 - - 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0.047600111779279586 - - -0.0032784620335842497 - - -0.002384296176106045 - - 0.005420491479635577 - - -0.0002662299801070509 - - -0.002571475643734356 - - -0.0022915287496503467 - - -0.00709153882964263 - - 0.005899159075886021 - - 0.009564294729551392 - - 0.0019407959953456535 - - -0.00044861997416440483 - - 0.00870620733675857 - - -0.0028744700930501753 - - 0.00045461731021611754 - - 0.000381208378230172 - - 0.0005873893561362168 - - 0.0006202668216102734 - - 0.00016114659220612076 - - -1.5900725020612496e-05 - - -0.0005599706797512956 - - -0.0001839253777821494 - - 0.000840717883737754 - - -0.0004790451610284721 - - 0.0004313470606814386 - - -0.0004712349817807125 - - -0.0001719071720339426 - - 0.00010206738177906189 - - -0.0007200221413492989 - - -2.947306260834162e-05 - - 0.00015558895245849244 - - -0.000188151925533593 - - 0.00035272944232458937 - - 0.00010533376403834999 - - 0.0003341813414190931 - - 0.000232438715464347 - - 0.0004273341141347519 - - -0.0009737889316234567 - - 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Closure_correlated: 1.542779717328433 - Alignment_uncorrelated: 0.8498362849690523 - Alignment_correlated: 0.8498362849690523 - Unfold: 0.22188 -- Statistical_uncertainty: - - 3.887104204833147e-05 - - 1.3093970202249316e-06 - - 1.6237346962895183e-06 - - -0.00019308315336536206 - - 2.0533637170520113e-05 - - 0.0013060801786647681 - - 6.423797797666196e-06 - - 0.00013708940164863453 - - 0.0014716134013338636 - - -4.473751074921949e-05 - - -0.0038342429086329058 - - 5.6043806304158286e-05 - - 2.836510877715377e-08 - - -1.0651127663353267e-05 - - 0.010751595623604797 - - 0.001531665666600918 - - 0.00042378845227115166 - - -2.8702692411342313e-05 - - -8.939704699295905e-08 - - -1.366409879983398e-07 - - 0.0002532560011045103 - - 0.01733086418562121 - - 2.823093482799031e-07 - - -4.555592506959078e-06 - - 4.301926868686646e-07 - - -3.932591035380623e-07 - - 0.021504526016886415 - - -3.352814997287179e-07 - - 1.2746439069339327e-05 - - -9.794101981409164e-05 - - 7.442550409245152e-08 - - 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-7.388022681251431e-14 - - -1.585667697995762e-13 - Luminosity: 0.09 - Efficiency: - - 0.6512299788019775 - - 0.0047172925880461436 - - -0.1918311929896664 - - -0.018848699389810045 - - 0.027980867666377522 - - -0.0015319915095147066 - - -0.011987787375712136 - - -0.008396066232379212 - - 0.008811610692147915 - - 0.0002375932634283134 - - 0.0004076061235267434 - - -0.0013266339798813018 - - -4.5957985829474505e-05 - - -0.001946563771212202 - - 0.004437191801194369 - - -0.004137785208004737 - - 0.0007330470723640138 - - 0.0016613093233230406 - - 0.0005546634980857268 - - 0.0007229688862592184 - - 0.0001309700445485642 - - 8.146676979111609e-05 - - 0.0003795169444725188 - - 0.0004923524059802226 - - 0.00033951133312659545 - - -0.0005447576114824595 - - -0.0005943548577832442 - - 1.697480106341565e-05 - - -0.0004020164575815077 - - 7.529805255170458e-06 - - 0.00011028839803338923 - - -0.0006371366651554683 - - -7.41277025490938e-05 - - 0.00034112996571338005 - - -0.0008269522354051109 - - 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Background_correlated: 0.18536097162024162 - Final_state_radiation_uncorrelated: 1.482887772961933 - Final_state_radiation_correlated: 1.482887772961933 - Closure_uncorrelated: 0.34891477010869004 - Closure_correlated: 0.34891477010869004 - Alignment_uncorrelated: 0.6760223670855869 - Alignment_correlated: 0.6760223670855869 - Unfold: 0.5088600000000001 -- Statistical_uncertainty: - - 8.991215975681845e-06 - - 8.807319271097508e-11 - - 3.72911735803362e-08 - - -1.753077286186303e-05 - - 1.8112646703400967e-06 - - 0.00010090615356690522 - - 6.24223863625784e-07 - - 1.1461648168163443e-05 - - 0.00012220908795243442 - - -4.628362810085113e-06 - - -0.0004995248598728408 - - 4.583322599016568e-06 - - 4.333364840909653e-09 - - -3.41421051873922e-06 - - 0.002270497162937433 - - 0.0003433698898829587 - - 9.823333013834179e-05 - - -1.8955763928728514e-06 - - -1.0033588468009965e-07 - - -3.5423530578729414e-07 - - 0.0003480974249375724 - - 0.024985108225845574 - - -1.4608323679133868e-06 - - 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Alignment_correlated: 0.18247597595300047 - Unfold: 0.07038 -- Statistical_uncertainty: - - 6.065848261719098e-10 - - 8.035909761848212e-14 - - 2.5148656552809496e-11 - - -6.765739957963516e-10 - - 8.659879987516347e-11 - - 1.2200207467514687e-08 - - 2.026234596816823e-10 - - 1.3223686153410544e-09 - - 1.4602037792068768e-08 - - -4.427089440847097e-10 - - -5.348932812911186e-08 - - -4.4368874774769344e-10 - - 4.0435720251274423e-13 - - -9.299212118079673e-10 - - 2.0232005824862942e-07 - - 2.8389570868175895e-08 - - 6.279211719869054e-09 - - 1.1622491565314751e-09 - - -1.143518596877191e-11 - - -1.6866239300722412e-11 - - 2.036225683615646e-08 - - 1.3375971656059042e-06 - - -1.8137804950712732e-11 - - 1.1686168561694843e-08 - - -1.0306347000102308e-11 - - 1.5579520237709193e-11 - - -6.018111588377832e-07 - - 3.644810505106168e-11 - - -9.141405897788511e-11 - - 2.471175376718556e-09 - - 2.3857465774522627e-11 - - -6.621838615035984e-11 - - 1.3487890279212491e-06 - - 2.324994375013903e-07 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0.051180388822282326 - Final_state_radiation_correlated: 0.051180388822282326 - Closure_uncorrelated: 0.20106581323039482 - Closure_correlated: 0.20106581323039482 - Alignment_uncorrelated: 0.1206394879382369 - Alignment_correlated: 0.1206394879382369 - Unfold: 0.04136 -- Statistical_uncertainty: - - 5.771040605399573e-10 - - 2.301742397368666e-11 - - 2.0116798486220936e-11 - - -3.5146775706846345e-09 - - 3.7956035222718937e-10 - - 2.3975925620372967e-08 - - 6.598528749096051e-11 - - 2.51922689272911e-09 - - 2.611748474945029e-08 - - -8.537788991904239e-10 - - -5.955034896445887e-08 - - 1.8838317774797843e-09 - - 4.683887734786699e-13 - - 9.891282147252516e-11 - - 1.3203674245638733e-07 - - 1.805345762805234e-08 - - 5.726214184723232e-09 - - -9.021835576378204e-10 - - 7.681976633727604e-13 - - -1.1875086455712856e-12 - - 5.098018433202732e-11 - - 8.336349520756068e-08 - - -7.74531122270303e-12 - - 5.780492108151885e-09 - - -5.031538834405856e-12 - - 2.872533346399484e-12 - - 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- 0.000614149063503712 - - -0.00016461832099933036 - - 0.0321207277735789 - - 0.0004711243276764143 - - -3.5074678866306834e-05 - - -2.4043140390406277e-05 - - -0.03174236331343922 - - 2.9095216124396058e-05 - - 0.00022238883311862504 - - -2.3175329390635546e-07 - - 2.6044433841193768e-05 - - 2.727524690255525e-06 - - -3.4517462164658234e-08 - - -0.017587508930011146 - - -1.2797475118941402e-05 - - -0.00017376355940398546 - - -2.04639352903218e-06 - - -0.00801076639897261 - - 5.387270026792306e-10 - - 1.7691645538695653e-09 - - 0.0014004683849101456 - - -1.881714571313438e-05 - - -1.8454940894193662e-06 - - -2.273937289174835e-08 - - 3.77373139355193e-09 - - -6.474534739331046e-09 - - 2.6192173253075334e-06 - - -3.3738782951682527e-05 - - -0.00918358520330855 - - -0.0004202425052273954 - - 1.0462021079352236e-11 - - -1.6392701850856216e-05 - - -1.6670075298338564e-09 - - 3.0588817506847244e-05 - - -9.550224140552551e-08 - - -2.527663987011913e-10 - - 4.183034122718146e-12 - - 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-0.08682018437708516 - - -0.03035392271061985 - - 0.011176854637336855 - - 0.009895553631813913 - - -0.009519818265245804 - - 0.007682659858339859 - - 0.012738792545924204 - - -0.0032173043256747097 - - 0.004470695891563822 - - -0.015856933362307788 - - 0.002507575906873683 - - -0.0018891820385522383 - - -0.006070569982884457 - - 0.0028772537024095214 - - -0.0026014284610790814 - - -0.0004716768507206186 - - 0.0002016859525680247 - - -0.0005407135552698601 - - 0.0003319384482624794 - - -0.0009438306629266494 - - -0.0006791456073173631 - - 0.0001837244026297603 - - -0.0005159611589045564 - - -0.00013282129785731215 - - 0.00034016376232282313 - - 0.0005615174434518188 - - 0.00018100851831035817 - - 0.00047326564845938466 - - -7.106725601944e-05 - - 0.0001525637795079355 - - -0.00041249606761942643 - - -0.0001644235431393387 - - -0.00021055233838903673 - - -0.0003036447009080263 - - 0.00013771500112109267 - - -0.00011599337118481791 - - -0.000743031023031468 - - 0.0002312007634081653 - - 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Closure_uncorrelated: 0.8247693495759891 - Closure_correlated: 0.8247693495759891 - Alignment_uncorrelated: 2.3712118800309687 - Alignment_correlated: 2.3712118800309687 - Unfold: 0.9720000000000001 -- Statistical_uncertainty: - - 0.0007898710994953838 - - -0.00020458251164815616 - - 0.04056163048048361 - - 0.00028005234297064004 - - -1.2902349609650365e-05 - - -0.00013797495131656092 - - -0.006009455549527642 - - 9.360456295796617e-06 - - 0.0001316844589168129 - - -1.0633864682159373e-07 - - 1.864558762608473e-05 - - -3.981685478939965e-06 - - 4.47024067684926e-08 - - 0.02153198050091986 - - 6.757379959094105e-05 - - 3.124327841875587e-05 - - 3.0215639085853433e-06 - - 0.017619891619966885 - - -2.1317014802873236e-09 - - -2.4541647308045956e-09 - - -0.005356285419928643 - - 7.566061558632679e-05 - - 9.522027556469269e-07 - - 1.619672769582091e-07 - - -1.4234437986905776e-09 - - 2.6620089695574916e-09 - - 3.816958934760018e-06 - - 1.9626134053335853e-05 - - 0.0037997302882554363 - - 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-6.450719484261378e-18 - - -9.56907554973203e-16 - - 1.2821695496452258e-17 - - 2.7637971161633526e-17 - Luminosity: 0.09 - Efficiency: - - 0.575732279856146 - - 0.3623341816050392 - - -0.05400963111163882 - - -0.09585870014708892 - - -0.027977465050517444 - - -0.0007735284506975934 - - 0.0106724890180233 - - -0.0008995444151223861 - - 0.0026308186074394152 - - 0.0050551417637388464 - - 0.005776228693508108 - - -0.012877076019951417 - - -0.0068690992574787 - - 0.005194720957611789 - - -0.002051982821540085 - - -0.004588247550882394 - - 0.0015688410400405038 - - 0.003169465556040015 - - 0.0009730304609309381 - - 0.00024155470420625535 - - 0.00022482068154027176 - - 0.00032740400204512194 - - 0.0001480591365423853 - - 0.00018896995431218062 - - 0.0005408179473478131 - - -7.514192501016173e-05 - - -0.00025389261265821645 - - 0.0008384511198921242 - - -0.00012556592751903983 - - -0.0003695578405165373 - - -0.0005990961596999937 - - 0.00010742008089787572 - - 0.0002960298796163654 - - 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Background_uncorrelated: 0.3221578495085911 - Background_correlated: 0.3221578495085911 - Final_state_radiation_uncorrelated: 1.516036938863958 - Final_state_radiation_correlated: 1.516036938863958 - Closure_uncorrelated: 1.155978165883768 - Closure_correlated: 1.155978165883768 - Alignment_uncorrelated: 1.2507304745627654 - Alignment_correlated: 1.2507304745627654 - Unfold: 1.0988 -- Statistical_uncertainty: - - 0.0006809723745666473 - - -0.00016594946089872766 - - 0.033392433310915216 - - -5.149885762219744e-05 - - 1.8155058099741525e-05 - - -6.708262727089066e-06 - - 0.03114793648746055 - - -3.007393349439159e-05 - - -0.00024299973666052006 - - 1.1391118935660872e-06 - - -2.231484824002115e-05 - - -1.1338125070309893e-06 - - 6.558291479300727e-09 - - 0.002900930247616788 - - -5.474342789474096e-05 - - 0.0001423382767321034 - - -1.6341071049282768e-06 - - -0.017375991835851267 - - 1.1940869782766155e-09 - - 1.735793350763156e-09 - - 0.009841047795763686 - - -0.00014355998402434334 - 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0.0001196619278908449 - - -1.055616064398344e-06 - - -5.414603703883736e-07 - - 2.0121167404011695e-06 - - 2.7313490343191965e-06 - - -7.599953847688269e-07 - - 9.034325206379726e-07 - - -3.0026273971805256e-06 - - 6.366186076896761e-10 - - -7.56861056462878e-09 - - 1.1530886021439677e-08 - - -1.6197371070223677e-07 - - -8.824824260732718e-08 - - 5.232452556505951e-15 - - 8.101748001773895e-09 - - -6.034350879541298e-09 - - 8.997076086419054e-13 - - 5.061751608274261e-13 - - -1.5630193847598965e-10 - - 1.2889666135327953e-13 - - -4.528406246455862e-09 - - -6.568959772035882e-13 - - 1.354841711870827e-16 - - 3.349000591115905e-17 - - -2.1488159302238257e-13 - - 5.558456138330695e-16 - - 1.192519321503065e-15 - Luminosity: 0.07 - Efficiency: - - 0.569548873334235 - - 0.3583595046276655 - - -0.04430663667589317 - - -0.08180458737021881 - - -0.02691704345365789 - - 0.002457844707047052 - - 0.0008577947906965313 - - 0.006702176328998085 - - 0.004319708185422931 - - 0.0013622355596647378 - - 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-1.597862095904177e-05 - - 7.51517117508023e-05 - - -0.0001615848925654385 - - -0.00035341732260942395 - - -0.00033681183554047607 - - 0.00017451568684107317 - - -0.00029990563828418754 - - 5.3395338679454666e-05 - - 0.00031531305852785873 - - -0.00013374341594932403 - - 0.0003083820795325807 - - -8.178157762705827e-05 - - 0.00045955494549619364 - - -0.0001469426917098717 - - -4.847989699501127e-05 - - 8.113230836051244e-05 - - -0.0002800805733585113 - - -0.0001489103948910153 - - 0.00012657790189801778 - - 9.705754585823371e-05 - - -8.834037251705227e-06 - - 0.00017961416145076837 - - -8.038857356405278e-05 - Background_uncorrelated: 0.28347910857768693 - Background_correlated: 0.28347910857768693 - Final_state_radiation_uncorrelated: 0.4625185455741207 - Final_state_radiation_correlated: 0.4625185455741207 - Closure_uncorrelated: 0.8056774664839523 - Closure_correlated: 0.8056774664839523 - Alignment_uncorrelated: 1.148836387393784 - Alignment_correlated: 1.148836387393784 - Unfold: 0.6118999999999999 -- Statistical_uncertainty: - - 1.6004368136877334e-05 - - -2.8670688969739734e-06 - - 0.0006317190018911479 - - -3.211310264261669e-05 - - 3.6038682720462285e-06 - - 0.00011979426960311773 - - 0.0019120725301152478 - - 6.878726233303231e-06 - - 6.453666681125805e-05 - - -2.4327167931131156e-06 - - -0.0001176081858816897 - - 6.961794353259295e-06 - - -1.2751558546502199e-08 - - -0.0067146853076483475 - - 0.0002132453846115603 - - -7.657491943012359e-05 - - 9.891362188644528e-06 - - 0.013983980058360353 - - -1.6553380220788003e-09 - - 9.82114741499243e-09 - - 0.02219383796576207 - - -0.0003546619108123279 - - -3.2442611875261974e-07 - - -1.3112272357772381e-06 - - 3.430515395599976e-09 - - 1.3591849047278066e-10 - - -1.7515628740048856e-05 - - -3.4759205169306305e-05 - - -0.0009051033573341236 - - 0.010431030896987156 - - -2.1519157459580027e-09 - - 1.4269232097798071e-05 - - 7.234801536630891e-07 - - -0.006178809899445402 - - 3.681515088538639e-05 - - 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0.3536319936829674 - - -0.04313439448894411 - - -0.08576593105055405 - - -0.029821132940334165 - - -0.0078193684406752 - - 0.0005618297629321044 - - 0.01745233646553435 - - 0.0040674617117513676 - - 0.0019842481757827517 - - 0.0026998565160565847 - - -0.004130783462941065 - - 0.011275319611922036 - - 0.006409707096839192 - - 0.005621939469876364 - - 0.006380473549458899 - - 0.0039412263995307895 - - -0.0006486925166998075 - - -0.00024889244897561533 - - 4.2620070274135335e-05 - - -0.0002578640390650163 - - -8.18463734352884e-05 - - 0.00026485848792658594 - - 0.0005390293894707019 - - -0.0002318937364693848 - - -0.000645640272054254 - - -0.0006746571366388847 - - 0.00029335080093497384 - - -0.0002429479354358011 - - -0.0006246901613681519 - - -0.00019385547885935329 - - 0.00029144973864007065 - - 7.0424717463919e-05 - - -0.00046816155515585795 - - -0.00011344544263950762 - - 0.0005613507375536455 - - -0.0001958485731475191 - - -2.569251247588343e-05 - - -0.00032704467505400165 - - 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Final_state_radiation_correlated: 0.45760415344487426 - Closure_uncorrelated: 1.542779717328433 - Closure_correlated: 1.542779717328433 - Alignment_uncorrelated: 0.8498362849690523 - Alignment_correlated: 0.8498362849690523 - Unfold: 0.22188 -- Statistical_uncertainty: - - 1.6717146256978931e-06 - - -3.2278063985974773e-07 - - 7.146949072185451e-05 - - -3.6890998435097833e-06 - - 4.230701076462103e-07 - - 1.7516665459558632e-05 - - 0.00023610072264048913 - - 1.3303647342925315e-06 - - 1.3152098567646104e-05 - - -5.207040779119388e-07 - - -3.331977536553013e-05 - - 1.475475425755584e-06 - - -1.9724411466582518e-09 - - -0.0011076994742876744 - - 8.876330592745979e-05 - - -7.23499377460871e-06 - - 4.139816607071253e-06 - - 0.0029554125427074737 - - -5.548426673428073e-10 - - 2.0873297491206003e-09 - - 0.006178111452735405 - - -1.0671331023687871e-05 - - -1.109272297355028e-07 - - 1.1585776467721373e-06 - - 2.2081778210042377e-09 - - -1.8560949252015695e-09 - - 8.5645806550373e-05 - - 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-0.00010279882177301738 - - -0.00011692365337793823 - Background_uncorrelated: 0.18536097162024162 - Background_correlated: 0.18536097162024162 - Final_state_radiation_uncorrelated: 1.482887772961933 - Final_state_radiation_correlated: 1.482887772961933 - Closure_uncorrelated: 0.34891477010869004 - Closure_correlated: 0.34891477010869004 - Alignment_uncorrelated: 0.6760223670855869 - Alignment_correlated: 0.6760223670855869 - Unfold: 0.5088600000000001 -- Statistical_uncertainty: - - 1.183744510051638e-07 - - -2.6607847845580918e-08 - - 5.8159945745699565e-06 - - -2.518573729056167e-07 - - 3.029845450282857e-08 - - 1.7013798863805704e-06 - - 1.749845667118372e-05 - - 1.6680315253765002e-07 - - 1.7142261417401421e-06 - - -7.191519004090975e-08 - - -5.88295797179426e-06 - - 1.8872715769682273e-07 - - -2.0435579809590327e-10 - - -0.00012684139004255247 - - 2.2065644043138315e-05 - - 8.079378662059005e-07 - - 1.0394014315208367e-06 - - 0.0003994566773122274 - - -5.008105141348794e-10 - - 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5.412023457086541e-07 - - -1.6801960485410025e-09 - - 4.08712076243097e-10 - - 4.175106168917432e-09 - - 8.424229589528597e-07 - - -4.4938190794977814e-10 - - -3.1154275076385033e-09 - - -1.3807743065853204e-10 - - -1.7513917378869768e-08 - - 3.6547519518901823e-10 - - -5.37053052353431e-13 - - -3.569164384397769e-07 - - 9.029544117915705e-08 - - 1.2256518737180596e-08 - - 4.39327421670175e-09 - - 3.892380954144776e-07 - - -6.393084701104189e-12 - - -2.440064963763568e-11 - - 3.6429258187624497e-06 - - 1.6703764165510097e-06 - - -2.2553109579764733e-10 - - 8.645872388536865e-08 - - -7.574916032264377e-11 - - 2.696591836968994e-11 - - -1.8289910323554953e-06 - - 5.649369607151459e-07 - - -5.276039833061893e-07 - - 1.8498233153133967e-05 - - -4.1972038322624314e-12 - - -7.308232909985883e-07 - - 5.521180919103714e-07 - - 0.00019896006537068996 - - 1.9340885399653443e-05 - - 8.366129515198202e-07 - - -4.2697691904327037e-13 - - 2.295216590231284e-10 - - -9.68865904146581e-07 - - 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0.47001387745469814 - Alignment_uncorrelated: 0.18247597595300047 - Alignment_correlated: 0.18247597595300047 - Unfold: 0.07038 -- Statistical_uncertainty: - - 5.686171091042489e-10 - - -1.1801570616321187e-10 - - 2.6173765049592834e-08 - - -1.3565519935053187e-09 - - 1.5865783697452398e-10 - - 7.479108090739126e-09 - - 1.033710808088177e-07 - - 6.558097010867478e-10 - - 6.794001923921943e-09 - - -2.741884976559363e-10 - - -2.2382950440911354e-08 - - 6.014687505330769e-10 - - -7.223320886515289e-13 - - -4.4775888389943353e-07 - - 7.418680959890994e-08 - - 3.453388881049435e-09 - - 3.2160957583990203e-09 - - 1.002061512404502e-06 - - -9.836471734298488e-13 - - -7.122130149691005e-13 - - 1.6399149855662636e-06 - - 1.4289651827997855e-07 - - -2.229449673285409e-11 - - 6.769257986674287e-10 - - 3.961365103374661e-12 - - -4.254519616924407e-12 - - 2.187296765196418e-07 - - 3.488004616723435e-08 - - -6.307194928549167e-08 - - 7.05773840471875e-07 - - 1.0888277772645647e-12 - - 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0.08773780940962682 - Background_correlated: 0.08773780940962682 - Final_state_radiation_uncorrelated: 0.051180388822282326 - Final_state_radiation_correlated: 0.051180388822282326 - Closure_uncorrelated: 0.20106581323039482 - Closure_correlated: 0.20106581323039482 - Alignment_uncorrelated: 0.1206394879382369 - Alignment_correlated: 0.1206394879382369 - Unfold: 0.04136 -- Statistical_uncertainty: - - 2.250763139875138e-11 - - -5.034775463484536e-12 - - 1.1285589342926055e-09 - - -5.975117993147093e-11 - - 7.002662358556945e-12 - - 2.9864679901461035e-10 - - 5.280102671856842e-09 - - 2.1018293065065674e-11 - - 2.009346311576434e-10 - - -8.89886758173869e-12 - - -5.029934477746942e-10 - - 3.0090968473402456e-11 - - -5.715850695875132e-14 - - -3.020462421404152e-08 - - 1.2528014652834079e-09 - - -3.792497459038724e-10 - - 6.218131952948012e-11 - - 8.363108349496448e-08 - - -1.394436956037167e-14 - - 7.515767859654646e-14 - - 1.7442715777833044e-07 - - -2.206949778794916e-09 - - 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0.24740000000000004 -- Statistical_uncertainty: - - 5.183917006743876e-07 - - -1.7303323320068324e-07 - - 3.493339491417532e-05 - - 2.8868653522817776e-07 - - -1.5664155454153775e-08 - - -2.97307897927931e-08 - - -1.1854965460025998e-05 - - 1.2340139576542122e-08 - - 9.789863688785653e-08 - - 3.0601413044185073e-10 - - 8.15995996718649e-09 - - 3.477358217792201e-09 - - -4.249193210829916e-11 - - -2.287081298825641e-05 - - -5.983739624965832e-08 - - -1.5221556264504652e-07 - - -4.219961549664428e-09 - - -2.6518871778976013e-05 - - -5.596362963663417e-12 - - 8.69625785238519e-12 - - 2.271522208068335e-05 - - -3.394776821830933e-07 - - -4.054077782339543e-09 - - -1.1564028707675663e-09 - - 1.2521354716928234e-11 - - -1.757902369921266e-11 - - 2.455771468973984e-07 - - 0.012745097473147806 - - -2.265259828012945e-05 - - 4.615639837003633e-06 - - 2.2670681291377127e-11 - - 0.012958859388675035 - - -7.579940543792491e-10 - - 5.008400255298682e-06 - - -1.338086703808572e-08 - - 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0.4764923590278531 - - 0.3081836987851349 - - 0.09755627608543882 - - 0.010857008353205794 - - 0.009080982731078257 - - -0.017925650940454386 - - -0.0029091133940109754 - - -0.001970928771555867 - - -0.01562873759061863 - - -0.005436455529633547 - - -0.00718037127565722 - - -0.0032462562890497376 - - -0.00015155544911920607 - - 0.005161080070271086 - - 0.0012589954076619345 - - -0.002838257485370202 - - 0.0032728000896535873 - - -0.00027666382952898 - - -0.0008919510415565838 - - 0.0007388933920160269 - - 0.00043718881379843367 - - -0.00021897897689505486 - - -0.0003891125912743203 - - -0.0005052761776971087 - - 0.00044546823931230047 - - -0.0007143157727265652 - - 0.0009396427218058429 - - 0.0004327562079437627 - - 0.00017054119511001673 - - -0.00014824456477082306 - - -0.00028380974651873164 - - 1.1684164393511849e-06 - - 0.00018692681565734865 - - -7.043411109091791e-05 - - -0.0005601108786238477 - - 0.00032869681381315034 - - 0.00011226097599230493 - - -0.0001315055760503812 - - 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Final_state_radiation_correlated: 3.6255485991777854 - Closure_uncorrelated: 0.8247693495759891 - Closure_correlated: 0.8247693495759891 - Alignment_uncorrelated: 2.3712118800309687 - Alignment_correlated: 2.3712118800309687 - Unfold: 0.9720000000000001 -- Statistical_uncertainty: - - 5.523796737883327e-07 - - -1.8118379009643853e-07 - - 3.687618790015106e-05 - - 1.52351951550925e-07 - - -4.388939285880661e-10 - - -2.682677376209321e-08 - - 1.5377647984209508e-05 - - -1.475465985140938e-08 - - -1.1563639079292279e-07 - - 1.1021631492696295e-09 - - -2.0726121319345816e-08 - - 6.834768629772089e-10 - - -1.0326221249870722e-11 - - -7.01770189291995e-06 - - -8.524793386520071e-08 - - 9.572743433002487e-08 - - -3.6305020941007705e-09 - - -3.507956234166286e-05 - - -6.556824758076686e-12 - - 1.1198010457531734e-11 - - 3.863978514178867e-05 - - -5.910934670220002e-07 - - -3.3147549424475646e-09 - - -2.1236953334161076e-09 - - 1.202782801206547e-11 - - -1.6959890701549943e-11 - - 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1.9106501313037672e-05 - - 0.00022122342215336185 - - 7.165430778622392e-05 - Background_uncorrelated: 0.3221578495085911 - Background_correlated: 0.3221578495085911 - Final_state_radiation_uncorrelated: 1.516036938863958 - Final_state_radiation_correlated: 1.516036938863958 - Closure_uncorrelated: 1.155978165883768 - Closure_correlated: 1.155978165883768 - Alignment_uncorrelated: 1.2507304745627654 - Alignment_correlated: 1.2507304745627654 - Unfold: 1.0988 -- Statistical_uncertainty: - - 5.415730217334537e-07 - - -1.7623366132878397e-07 - - 3.603316567805084e-05 - - 6.756418525621993e-08 - - 8.136884364116213e-09 - - -4.513366301027388e-08 - - 2.987280709518245e-05 - - -2.7633458314049447e-08 - - -1.9854621432796856e-07 - - 1.1760567945257406e-09 - - -4.135150890242382e-08 - - -2.5304271347780328e-09 - - 3.5863325284763e-11 - - 1.5865894679722697e-05 - - -1.0469900304007452e-08 - - 2.525346842175792e-07 - - 1.2622505419935113e-09 - - -1.880364719587811e-05 - - -9.04161503469057e-12 - - 1.2424496996591604e-11 - - 4.56732531918927e-05 - - -7.029644639623802e-07 - - -1.6895074481327925e-09 - - -2.245579377737879e-09 - - 1.0541282031271096e-11 - - -1.3904919231695299e-11 - - 2.3814408813289578e-07 - - 0.01688026758877426 - - -2.2744966752612145e-05 - - -4.614016719053072e-06 - - -1.6133495780932603e-11 - - -0.01024826019648422 - - 8.032960362163506e-10 - - -5.238417513556216e-06 - - 2.034460660541206e-08 - - 4.614732635536788e-10 - - 1.7331478285342156e-11 - - -8.194013851430074e-12 - - -0.007411872629876933 - - -1.5410866305718988e-12 - - -2.002393240507366e-06 - - 0.00046329930690919074 - - 1.735115739649395e-13 - - -5.624810071543585e-06 - - -1.1742741749170482e-07 - - -8.148411119657394e-08 - - 0.005788257064812892 - - -0.002218055380189957 - - -0.0002508734265840083 - - 0.0006218543147012206 - - -1.3429996308792048e-06 - - 6.50828533674773e-11 - - -7.809352435991481e-10 - - 1.187180631090335e-09 - - 1.8498726975169677e-05 - - -7.760744173774599e-08 - - -1.0353616007247056e-14 - - 8.215357465990055e-06 - - -8.984540739548454e-07 - - -2.219773029716991e-12 - - -2.3507729313086304e-12 - - 9.370763155390397e-08 - - -4.967009752237342e-15 - - 1.7612174388008506e-10 - - -5.876216376832851e-10 - - -1.0539841486199166e-17 - - 1.606633553099453e-14 - - 7.178641785020936e-15 - - -6.37869084962087e-17 - - -1.369122116212892e-16 - Luminosity: 0.015 - Efficiency: - - 0.4561131103992989 - - 0.4834761853504921 - - 0.30987707576144996 - - 0.09601850292067782 - - 0.0036894243525834257 - - 0.022159752764959077 - - 0.0007280896149240065 - - 0.0005816463294586635 - - 0.003036854048189627 - - 0.004924252043505341 - - 0.003924997042463354 - - -0.00040113019898245907 - - 0.0020700457764808206 - - 0.0024714750437386085 - - -0.0017824603033367123 - - -0.00010545226459676254 - - -5.6806557685991325e-05 - - 0.00034938745423153476 - - 0.0007255866915350772 - - -0.0007560890418508219 - - 0.0004495156779043172 - - 0.00029447582874632795 - - 9.983491740998846e-06 - - 0.0005035953766572749 - - 9.191818295289369e-05 - - -0.00010426344744661989 - - 0.0002587707722332425 - - -0.0005887895758816591 - - -0.0001710578945600155 - - 0.0005808775612188225 - - 0.0001874193820638656 - - -2.9034991860553e-05 - - -0.0001228398270271594 - - -7.305724278260906e-05 - - -0.000145383927547429 - - -0.00048600341938186803 - - -0.0001248544960866106 - - -9.080708489786466e-05 - - 3.280471627851903e-05 - - 0.0002359454471783922 - - -0.00010392314545055122 - - -0.0002756427504131336 - - -5.712392336784384e-05 - - 0.00037786656047028843 - - 1.2692777733224784e-05 - - 3.2272124911818457e-05 - - -0.0001873080470936983 - - -0.0007471790064255612 - - 5.1321287142775634e-05 - - -4.7353541830489254e-05 - - -0.00021030728938885724 - - 0.0005732423205212192 - - 1.0428830067271854e-05 - - -0.00027669364559513085 - - 0.00012314998182560635 - - 5.612196685638234e-05 - - 4.737933452471254e-05 - - -0.0001821952657352436 - - -0.0004091717813352233 - - 0.00023822778632745945 - - 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0.0006796307665569585 - - -9.868275373798388e-05 - - 1.0766880742781956e-06 - - -3.276994222172719e-11 - - 3.9404305953962653e-10 - - -5.99814542767387e-10 - - 1.0852055088879847e-05 - - 4.0105778978116614e-08 - - 4.943697822727671e-15 - - -4.352779014597109e-06 - - 6.133385037813009e-07 - - 1.2232469297871134e-12 - - 1.2966667356940784e-12 - - -3.32531404593091e-09 - - 2.790577484108121e-15 - - -9.848979376415245e-11 - - 4.983327854389139e-11 - - 5.522598166732819e-18 - - -1.3996819346370117e-15 - - -3.8282864554155045e-15 - - 3.3355280055680934e-17 - - 7.159304727040814e-17 - Luminosity: 0.012 - Efficiency: - - 0.41846465966761803 - - 0.44424259456140425 - - 0.28577812420176874 - - 0.08948123112143798 - - 0.004838701687021314 - - 0.01426815878474495 - - -0.0004908162391632522 - - -0.0016787172055441443 - - 0.0022363723957091945 - - 0.0025386312074503984 - - 0.002745885187667056 - - 0.0005281292890855995 - - 0.0015037348062961118 - - 0.0011691406381203746 - - -0.002661219014798428 - - 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4.218025830131264e-09 - - 4.532578317369638e-09 - - 7.477296162934157e-08 - - 1.0477337548660967e-05 - - -5.843471209638805e-09 - - -5.339033249344238e-08 - - -1.010038084028019e-09 - - -7.921553394824947e-08 - - 6.754670108684465e-09 - - -3.2372451655319216e-11 - - -1.6701182016771516e-05 - - 1.310478672414734e-07 - - -1.5439190592297503e-07 - - 6.601553001969194e-09 - - 1.2226572682315106e-05 - - -7.718413714363297e-12 - - 1.640355632304956e-11 - - 2.94779282330811e-05 - - -4.867159323528412e-07 - - -1.3631682194273064e-09 - - -1.966900766770414e-09 - - 7.363021160287484e-12 - - -3.684602405940154e-12 - - -4.156890849126763e-08 - - 0.0032214315722195117 - - -9.964342840121154e-06 - - -9.739681340649869e-06 - - -1.3593100751237044e-11 - - -0.005921431521074863 - - 4.515516844446161e-10 - - -3.9115971244784534e-06 - - 1.4005679347317582e-08 - - 3.6379737539231285e-11 - - -2.619308669720132e-11 - - 1.0205311480602727e-11 - - 0.010566204506883229 - - -3.8872544472869346e-12 - - 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0.8056774664839523 - Alignment_uncorrelated: 1.148836387393784 - Alignment_correlated: 1.148836387393784 - Unfold: 0.6118999999999999 -- Statistical_uncertainty: - - 6.644394943120943e-08 - - -1.960268367499508e-08 - - 4.073025184412591e-06 - - -3.5858678707686214e-08 - - 5.552929672388799e-09 - - 9.561651317525577e-08 - - 8.546790555272708e-06 - - -2.276749697157594e-09 - - -2.1156923286350202e-08 - - -1.8084630784346679e-09 - - -1.1196826255078337e-07 - - 8.331336532124295e-09 - - -2.97934689026808e-11 - - -1.5234154275508775e-05 - - 2.3042218822549308e-07 - - -1.600398708279094e-07 - - 1.1656873584276766e-08 - - 2.2270814393381774e-05 - - -6.7329886459183334e-12 - - 2.0360015778756697e-11 - - 3.824344060209504e-05 - - -6.177414918031135e-07 - - -7.461038516299974e-10 - - -2.4532532875033104e-09 - - 7.812274669504662e-12 - - 3.065161365225886e-13 - - -5.324480397822916e-08 - - 0.0010445405466534825 - - -3.817487474111984e-06 - - 9.288879340442809e-06 - - -1.2016742631418812e-11 - - 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2.06303542408662e-18 - - 4.50795524626507e-18 - Luminosity: 0.009 - Efficiency: - - 0.4104407011405904 - - 0.4364567524724559 - - 0.28295018348633144 - - 0.09262516458233436 - - -0.006593655397973979 - - 0.0287663097303807 - - 0.011210987953685279 - - -0.00032229324678014376 - - -0.0017743966003619285 - - 0.010625721160561038 - - 0.0035425985246119933 - - 0.009998086858926974 - - 0.004353311829085629 - - -0.002619566205269638 - - -0.005630150821862883 - - -0.001097817509439329 - - 0.002084261838179277 - - -0.004015240197888861 - - -0.0005203053185960408 - - -0.0001567127222572101 - - -0.0007745227320143872 - - 0.0003929506336816525 - - 0.00016879241233116408 - - 0.00039836353148619836 - - 0.00020216824248296176 - - -0.00024880886479020526 - - -0.0003745078402760955 - - -0.0002938481529452846 - - -0.00023022117890436012 - - 0.00019144329145026699 - - 6.717459600960966e-05 - - -0.00020815696902632463 - - -0.00044902563659510284 - - -0.0004370691175023534 - - -0.00041849696274718446 - - 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Background_correlated: 0.5360505797497098 - Final_state_radiation_uncorrelated: 0.45760415344487426 - Final_state_radiation_correlated: 0.45760415344487426 - Closure_uncorrelated: 1.542779717328433 - Closure_correlated: 1.542779717328433 - Alignment_uncorrelated: 0.8498362849690523 - Alignment_correlated: 0.8498362849690523 - Unfold: 0.22188 -- Statistical_uncertainty: - - 3.0494796321494337e-09 - - -9.48768077102069e-10 - - 2.023431760579187e-07 - - -3.642180352081695e-09 - - 4.863268774425614e-10 - - 1.6222215890944767e-08 - - 5.907675622393753e-07 - - 7.306868059751361e-10 - - 6.882443635656241e-09 - - -4.381944874503191e-10 - - -2.492385084405494e-08 - - 1.6723895509919776e-09 - - -4.303926015364585e-12 - - -2.23244248486402e-06 - - 6.059144845189319e-08 - - -2.8095076299158837e-08 - - 3.071657542478818e-09 - - 5.0818322158015e-06 - - -1.1922577891405901e-12 - - 4.955705029626021e-12 - - 1.0269972089057154e-05 - - -1.5246558100142826e-07 - - -2.007781709476068e-10 - - 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- 0.00011510241028498795 - - -0.00020210102348406316 - - 0.00020990215782268822 - - -6.926556013198074e-06 - - 0.00012875079955424566 - - -8.566410024072319e-05 - Background_uncorrelated: 0.18536097162024162 - Background_correlated: 0.18536097162024162 - Final_state_radiation_uncorrelated: 1.482887772961933 - Final_state_radiation_correlated: 1.482887772961933 - Closure_uncorrelated: 0.34891477010869004 - Closure_correlated: 0.34891477010869004 - Alignment_uncorrelated: 0.6760223670855869 - Alignment_correlated: 0.6760223670855869 - Unfold: 0.5088600000000001 -- Statistical_uncertainty: - - 3.5983361234340323e-10 - - -1.0027540820780907e-10 - - 2.1873069580453033e-08 - - -7.066071736800836e-10 - - 8.727078541878657e-11 - - 3.6684854979616345e-09 - - 8.303990402469551e-08 - - 2.509761752300086e-10 - - 2.4308703262271258e-09 - - -1.189430891125604e-10 - - -7.354126615294527e-09 - - 4.1925032504255614e-10 - - -8.271117221336417e-13 - - -4.395897894157513e-07 - - 2.1246291145605384e-08 - - 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7.818369937838602e-05 - - 4.1188484644938716e-05 - - -0.0001080416946370037 - - -0.0004297610706001052 - - -0.00030627278428018394 - - -0.00030862733951455575 - - -0.0002166281489637635 - - 2.187452591062948e-05 - - -0.00026610544250085463 - - -0.00022784558468167047 - - 0.00037691966492605814 - - 0.00016283091101887713 - - -9.703240988222387e-06 - - 3.3477614153085324e-06 - - 8.255807776296719e-05 - Background_uncorrelated: 0.2522037756458059 - Background_correlated: 0.2522037756458059 - Final_state_radiation_uncorrelated: 0.6632025211426748 - Final_state_radiation_correlated: 0.6632025211426748 - Closure_uncorrelated: 0.30824905912265166 - Closure_correlated: 0.30824905912265166 - Alignment_uncorrelated: 0.47638490955318896 - Alignment_correlated: 0.47638490955318896 - Unfold: 0.3963 -- Statistical_uncertainty: - - 4.15974248852688e-11 - - -1.3928506111895584e-11 - - 2.9807796432814e-09 - - -5.29847123790718e-11 - - 7.306706253105697e-12 - - 3.626328525659699e-10 - - 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Unfold: 0.1854 -- Statistical_uncertainty: - - 2.808894355882773e-13 - - -1.0374291587449184e-13 - - 2.2002741988117232e-11 - - -2.4263910083818685e-13 - - 3.838693860078971e-14 - - 2.136864198550029e-12 - - 6.09981223368972e-11 - - 2.1312553076245437e-13 - - 2.2589813263173672e-12 - - -1.3264815442611538e-13 - - -1.2574887334560762e-11 - - 4.587066434364414e-13 - - -6.647088916832896e-16 - - -3.9487865271043736e-10 - - 6.917387717459474e-11 - - 1.6459797104084904e-12 - - 3.634625136607121e-12 - - 1.719780707823884e-09 - - -3.607780181807759e-15 - - -1.1640185375555401e-14 - - 6.0741940473987975e-09 - - 9.004029553584906e-10 - - -2.264358159856696e-13 - - 5.0191568350824556e-11 - - -4.0158773195104824e-14 - - 1.1046328932263684e-14 - - -8.72779690713618e-10 - - 4.9057888476713656e-08 - - -1.0321234239387651e-09 - - 3.71719569815161e-08 - - -4.6372602588969475e-15 - - -2.3849547045656103e-07 - - 1.8537741397230315e-10 - - 3.2387782406949085e-07 - - 7.546069482323846e-09 - - 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0.4379471087751823 - - 0.27613783972957573 - - 0.08301918182438116 - - 0.008388264617399792 - - -0.00853041155948612 - - -0.005046464144387531 - - 0.011704220561507507 - - 0.016288377028720415 - - 0.011526701942449877 - - 0.00695209636856164 - - -0.004533603984636313 - - -0.00020894487977357747 - - 0.008275235843930808 - - -0.001882598816580258 - - 0.0020925148655811117 - - 0.0008477129643545665 - - 0.0011035216494500969 - - 0.0003868921473602741 - - 0.00014564775946499206 - - 0.00020560084609020529 - - 0.0003050433264341101 - - 0.00021618227281764436 - - -0.0004834814536249133 - - 8.692076364548521e-05 - - 0.0002966030994408215 - - -0.00018390604506617332 - - 3.426645965064913e-05 - - -0.00023118162422572526 - - 0.0003032678705609514 - - 0.0005411472913868941 - - 0.00016672503570364618 - - 9.478777296121807e-05 - - -0.00010861679413538562 - - -0.00032829833422777716 - - -8.374097778116983e-05 - - -0.0006739177618548696 - - 0.0007228117595965819 - - -0.00018523462556733773 - - 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Final_state_radiation_correlated: 0.14376895075084886 - Closure_uncorrelated: 0.47001387745469814 - Closure_correlated: 0.47001387745469814 - Alignment_uncorrelated: 0.18247597595300047 - Alignment_correlated: 0.18247597595300047 - Unfold: 0.07038 -- Statistical_uncertainty: - - 4.191533308596052e-12 - - -1.710360747147928e-12 - - 3.5431076836254294e-10 - - 1.4854553993598446e-12 - - -7.846739875611022e-19 - - -1.264795136339e-13 - - 2.3249892549496975e-10 - - -2.0734349238626013e-13 - - -1.5789781234097099e-12 - - 6.3717896991989135e-15 - - -1.8540524036492122e-12 - - 5.4423581450699865e-14 - - -2.849780058911962e-16 - - -1.9249186982206885e-10 - - 5.812242162803014e-12 - - 3.1991474506884517e-12 - - 3.066616397233474e-13 - - -9.389642551947178e-10 - - -6.870608839585409e-16 - - -1.2124864221764248e-15 - - 1.906002770896824e-09 - - 9.729039088274824e-11 - - -1.6630696991862472e-13 - - 6.242799670215341e-12 - - -4.653838764547986e-15 - - 6.285855241776766e-16 - - 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-9.468355530118697e-05 - - 7.634343587097108e-05 - - -0.00013104105739204693 - - 5.234318392241909e-05 - Background_uncorrelated: 0.08773780940962682 - Background_correlated: 0.08773780940962682 - Final_state_radiation_uncorrelated: 0.051180388822282326 - Final_state_radiation_correlated: 0.051180388822282326 - Closure_uncorrelated: 0.20106581323039482 - Closure_correlated: 0.20106581323039482 - Alignment_uncorrelated: 0.1206394879382369 - Alignment_correlated: 0.1206394879382369 - Unfold: 0.04136 -- Statistical_uncertainty: - - 2.3755336651599573e-16 - - -7.84686595893275e-17 - - 1.720983998706238e-14 - - -5.096808515962423e-16 - - 6.598412914721859e-17 - - 3.876774901341126e-15 - - 6.882909289093e-14 - - 3.926220014723536e-16 - - 4.118130615909366e-15 - - -1.9745558545454374e-16 - - -1.7809491110234778e-14 - - 5.350423641145494e-16 - - -7.357639208752441e-19 - - -4.4641343060179183e-13 - - 7.416489654608708e-14 - - 2.8467196175400326e-15 - - 3.4701078327931264e-15 - - 1.2433418214544206e-12 - - -1.3985947262050316e-18 - - -9.542210504271107e-19 - - 2.9727191478493088e-12 - - 2.0778634500780592e-13 - - -6.231943321250417e-17 - - 1.759989466765472e-15 - - 6.293233946595348e-18 - - -8.166400897290518e-18 - - 3.9102849223689025e-13 - - 7.965417339338437e-11 - - -3.189492969569816e-13 - - 3.039180936014367e-12 - - 3.0899865323502275e-18 - - 7.800821359648302e-11 - - 6.994092338215057e-14 - - 1.6238447728936713e-11 - - 2.6130985940859444e-12 - - 1.1999368488390513e-13 - - 1.9042851418882707e-19 - - 1.3789049649451921e-17 - - -6.006981294955811e-11 - - -7.462955096825296e-18 - - 7.562055652429156e-11 - - -6.115953816435327e-10 - - 2.916080288829479e-15 - - 7.831432541192842e-10 - - 8.055528748987324e-11 - - 3.778065381922603e-11 - - -5.955424956711021e-10 - - 6.808232958452036e-10 - - -3.66345906828538e-09 - - -2.1742894168892383e-09 - - 1.9913433371422442e-08 - - 5.487399208234869e-11 - - -6.494446689930768e-10 - - 1.0109031008131393e-09 - - 5.3196804562413525e-08 - - -2.591897413193673e-07 - - -6.248866302711416e-14 - - -2.5544595654500754e-07 - - -2.417063137729832e-06 - - -2.8192751116060615e-09 - - -3.0875232040111964e-09 - - 4.257171119810982e-05 - - 4.476839688767321e-11 - - -1.5759830668392295e-06 - - 0.0005984807327508948 - - -3.6233440764176556e-13 - - -1.7801054339697384e-08 - - 7.635439710991537e-10 - - -6.586909633444235e-13 - - -1.4113512865554684e-12 - Luminosity: 0.0004 - Efficiency: - - 0.42567926627440145 - - 0.43477279779443695 - - 0.2632710491881527 - - 0.09157105291082462 - - -0.01557538452681096 - - -0.017384161197733554 - - 0.0038088332950269466 - - -0.0022693964736855343 - - -0.015467838509445915 - - -0.00904765935653545 - - -0.004215142473139791 - - -0.0023654714054149747 - - -0.0033911486440901047 - - 0.00299006261498926 - - 0.0014357074722514962 - - -0.006204002037277167 - - 0.0006068503963345765 - - -0.0016864745486655452 - - -9.007102983130806e-05 - - 0.00013390196491656347 - - 0.0009301893146085627 - - -0.0008181048097613285 - - -0.0006424039175825226 - - 0.0002835202480138105 - - -0.00011689707282863569 - - -0.0003152234899221582 - - -0.00038484946746471916 - - 3.191124820181367e-05 - - 9.267968850385632e-05 - - -0.00044370828463864107 - - 0.000871995375076846 - - -5.2545450501327926e-05 - - -0.0005616449852271224 - - 0.0003864440470225498 - - 8.66195659091247e-05 - - 0.00023085186830617215 - - -0.00025026465589559374 - - -0.0006685193433272047 - - -7.98396498943083e-05 - - 0.0003376389725168007 - - -0.00027574967745832657 - - -0.0006436235414822575 - - -0.00016711770239812994 - - 9.370630952881855e-05 - - 0.0001519546010140235 - - -0.0001524167326123954 - - 8.19268949559358e-05 - - -0.00015691018741494257 - - -1.4592153510910421e-05 - - -0.0002970051885601769 - - 0.00012960930359249924 - - 7.424949554349617e-05 - - 0.00034944997330497025 - - -0.00039371574684812403 - - -0.00018691584247001346 - - -0.0001826958367032599 - - 0.00047459501520380427 - - 0.0003440753443071866 - - 0.00023322782052592926 - - -0.00017278069683845628 - - -7.731360541541527e-05 - - 5.8642888999351434e-05 - - -9.817904483427126e-05 - - 0.00033108248091748727 - - 7.234588603600046e-05 - - 4.7548077559042846e-05 - - 0.00011300339483661792 - - 2.0807478350378987e-05 - - 0.0001480229702305077 - - 5.503575352985865e-05 - Background_uncorrelated: 0.024183051916579927 - Background_correlated: 0.024183051916579927 - Final_state_radiation_uncorrelated: 0.0451416969109492 - Final_state_radiation_correlated: 0.0451416969109492 - Closure_uncorrelated: 0.1402617011161636 - Closure_correlated: 0.1402617011161636 - Alignment_uncorrelated: 0.061263731522002485 - Alignment_correlated: 0.061263731522002485 - Unfold: 0.004560000000000001 -- Statistical_uncertainty: - - 9.92001495356694e-24 - - -4.0793541926949e-24 - - 9.105525397539006e-22 - - -2.8154751114452445e-23 - - 3.7982965972632536e-24 - - 2.8059638402030816e-22 - - 5.5961607327406136e-21 - - 3.3863046657982647e-23 - - 3.5963180620935545e-22 - - -2.013489684983938e-23 - - -2.0323483111255636e-21 - - 6.483662570733749e-23 - - -9.545136504148081e-26 - - -5.773298335780216e-20 - - 1.0742806700800606e-20 - - 4.235095521786393e-22 - - 5.393407455320138e-22 - - 2.0842848017626688e-19 - - -2.789015523543323e-25 - - -2.1235796964978055e-25 - - 6.319067755380926e-19 - - 4.4775102520754603e-20 - - -1.5278464879021574e-23 - - 4.242791861755916e-22 - - 1.603925640082003e-24 - - -2.3760612847167792e-24 - - 1.0831928940180938e-19 - - 2.1241099821895308e-17 - - -9.366914487488133e-20 - - 1.0923607486311886e-18 - - 1.3667926292891678e-24 - - 3.547137664428833e-17 - - 3.47224381993093e-20 - - 8.08111978275901e-18 - - 1.4138258225675904e-18 - - 6.909972813256135e-20 - - 1.2703556420592955e-25 - - 9.068904896561843e-24 - - -4.0641431779426667e-17 - - -6.2386746845695775e-24 - - 5.533353067151805e-17 - - -6.204580456802207e-16 - - 4.324356505556702e-21 - - 9.166285530462011e-16 - - 1.0231078005853908e-16 - - 4.758533259322478e-17 - - -7.33843955509512e-16 - - 1.1938283404869992e-15 - - -9.20120711981344e-15 - - -5.536349852834889e-15 - - 5.3645312988848386e-14 - - 1.825578050864292e-16 - - -2.155808566748385e-15 - - 3.3764807430544567e-15 - - 2.2984478348025184e-13 - - -1.5503792114525321e-12 - - -5.313957750197183e-19 - - -1.861451537415447e-12 - - -3.479577027409385e-11 - - -6.975636350523083e-14 - - -7.692538971536052e-14 - - 2.0922529333150224e-09 - - 2.4183064075625357e-15 - - -8.531874800237174e-11 - - 3.5528074057403584e-07 - - 5.979539649820016e-14 - - 2.999787730350171e-05 - - 3.359301198990457e-08 - - 2.2972722787527865e-11 - - 4.934439155245928e-11 - Luminosity: 1.0e-05 - Efficiency: - - 0.4220298388071884 - - 0.4233759975075909 - - 0.2452638118728775 - - 0.07909731201057704 - - 0.017268042198482547 - - -0.15568843743742403 - - 0.015477197041762597 - - -0.011651895067663611 - - 0.008728462360350877 - - 0.01020028977277119 - - 0.0004206809502269562 - - 0.0042731735219344305 - - 0.000227370569415956 - - -0.003963268709043639 - - 0.00064113994186052 - - -0.00018401197906084955 - - 0.0014919310594741742 - - -0.0018812479574357452 - - 0.00022195335594731464 - - -0.00012526030123939427 - - -0.00014181610602901474 - - -0.00037244224775531194 - - 9.148285962172385e-05 - - 6.9860512773752e-05 - - -8.589339045092491e-06 - - -2.5572819489428165e-05 - - 0.0002144116218798758 - - -3.229607365176522e-05 - - -6.81147248260168e-05 - - 0.00011673852379299427 - - -0.0004197892934750557 - - 4.3783820818265906e-05 - - -4.7548039141799956e-05 - - -3.325879201936332e-05 - - 6.334107833732705e-05 - - -0.00014589355538344157 - - 0.00018123816348748312 - - -0.0002347742088464105 - - -0.00031105281884224746 - - -2.8708934051556106e-05 - - 2.4161746067379528e-05 - - 0.0001326149581704874 - - 4.578260122029314e-05 - - 4.550053849305022e-05 - - -8.854485033322466e-05 - - -1.3398811753069735e-06 - - 2.8215798124670953e-06 - - 0.0002105293084907391 - - -5.673524558253028e-05 - - 7.119912503887169e-05 - - 0.00014252581433323692 - - 1.0649323796325013e-05 - - -0.00015622016348410174 - - -5.743427697673376e-05 - - 6.575571243812226e-05 - - 6.618587651272028e-05 - - 1.8619625297158974e-05 - - -9.825830010727293e-06 - - -3.1557697775842237e-05 - - 5.000238134901689e-05 - - 6.104742258530242e-05 - - 8.784962362020061e-05 - - -3.4574673398757e-05 - - -0.00012513955043996506 - - -2.955049066165709e-05 - - 4.163219780191695e-05 - - -0.00011319317493221942 - - -3.75371383149185e-07 - - -3.6686491420885756e-05 - - -2.4486967090813666e-05 - Background_uncorrelated: 0.002952170811453836 - Background_correlated: 0.002952170811453836 - Final_state_radiation_uncorrelated: 0.007675644109779974 - Final_state_radiation_correlated: 0.007675644109779974 - Closure_uncorrelated: 0.012871464737938727 - Closure_correlated: 0.012871464737938727 - Alignment_uncorrelated: 0.002834083978995682 - Alignment_correlated: 0.002834083978995682 - Unfold: 0.001503 From bde817fa151dc849dc26052d64f7ab8a916b1718 Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 11 Mar 2024 14:38:18 +0000 Subject: [PATCH 06/21] Correcting sqrt_s -> sqrts --- buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml index c833090c02..fcc8b92d94 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml @@ -28,12 +28,12 @@ implemented_observables: kinematics: variables: pT: {description: "transverse momentum", label: "$p_T^Z$", units: "$GeV$"} - sqrt_s: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} + sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_pT.yaml data_central: data_pT.yaml data_uncertainties: - uncertainties_pT.yaml - kinematic_coverage: [pT, sqrt_s] + kinematic_coverage: [pT, sqrts] plotting: kinematics_override: identity x_scale: log @@ -57,11 +57,11 @@ implemented_observables: kinematics: variables: yZ: {description: "boson rapidity", label: "$y^Z$", units: ""} - sqrt_s: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} + sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_yZ.yaml data_central: data_yZ.yaml data_uncertainties: uncertainties_yZ.yaml - kinematic_coverage: [yZ, sqrt_s] + kinematic_coverage: [yZ, sqrts] plotting: kinematics_override: identity x_scale: log @@ -86,11 +86,11 @@ implemented_observables: variables: pT: {description: "transverse momentum", label: "$p_T^Z$", units: "$GeV$"} yZ: {description: "boson rapidity", label: "$y^Z$", units: ""} - sqrt_s: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} + sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_ZpT_y.yaml data_central: data_ZpT_y.yaml data_uncertainties: uncertainties_ZpT_y.yaml - kinematic_coverage: [pT, yZ, sqrt_s] + kinematic_coverage: [pT, yZ, sqrts] plotting: kinematics_override: identity x_scale: log From 300196c9ef56d0ea3cac51fd8793c3ed0062c2cf Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 11 Mar 2024 17:18:58 +0000 Subject: [PATCH 07/21] Breaking fown Z0 and Z0J sets --- .../LHCB_Z_13TEV_DIMUON_2022/metadata.yaml | 94 ++++--------------- 1 file changed, 18 insertions(+), 76 deletions(-) diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml index fcc8b92d94..f33404c236 100644 --- a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml +++ b/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml @@ -1,8 +1,8 @@ -setname: "LHCB_Z_13TEV_DIMUON_2022" +setname: "LHCB_Z0_13TEV_2022" nnpdf_metadata: - nnpdf31_process: "Z0PT" - experiment: "LHCB" + nnpdf31_process: "DY NC" + experiment: "LHCb" arXiv: url: "https://arxiv.org/abs/2112.07458" @@ -13,92 +13,34 @@ hepdata: version: 2 version: 1 -version_comment: "First implementation of the data set" +version_comment: "First implementation of the Z boson rapidity set" implemented_observables: - - # pT data - - observable: { description: "Differential cross-section of Z-->µµ as a function of Z-transverse momentum", - label: '$\frac{d\sigma}{dp_T^Z}$', - units: "[pb]"} - observable_name: PT - process_type: Z0PT - ndata: 14 - tables: {stat: table_8, eff: table_11, data: table_15, sys: table_20} - kinematics: - variables: - pT: {description: "transverse momentum", label: "$p_T^Z$", units: "$GeV$"} - sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} - file: kinematics_pT.yaml - data_central: data_pT.yaml - data_uncertainties: - - uncertainties_pT.yaml - kinematic_coverage: [pT, sqrts] - plotting: - kinematics_override: identity - x_scale: log - dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dp_T^Z}$' - plot_x: pT - figure_by: - - pT - theory: - FK_tables: - - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT - operation: 'null' - # y^Z data - observable: { description: "Differential cross-section of Z-->µµ as a function of Z-rapidity", label: '$\frac{d\sigma}{dy^Z}$', units: "[pb]"} - observable_name: YZ - process_type: Z0PT + observable_name: DIMUON-Y + process_type: EWK_RAP ndata: 18 tables: {data: table_14, sys: table_19, stat: table_7, eff: table_10} kinematics: variables: - yZ: {description: "boson rapidity", label: "$y^Z$", units: ""} - sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} - file: kinematics_yZ.yaml - data_central: data_yZ.yaml - data_uncertainties: uncertainties_yZ.yaml - kinematic_coverage: [yZ, sqrts] - plotting: - kinematics_override: identity - x_scale: log - dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dy^Z}$' - plot_x: yZ - figure_by: - - yZ - theory: - FK_tables: - - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT - operation: 'null' - -# pT-y^Z data - - observable: { description: "Double differential cross-section of Z-->µµ as a function of Z-transverse momentum and Z-rapidity", - label: '$\frac{d^2\sigma}{d p_T^Z y^Z}$', - units: "[pb]"} - observable_name: PT_Y - process_type: ZPT - ndata: 70 - tables: {data: table_17 ,sys: table_22 ,stat: figure_13_(left) ,eff: figure_15_(left)} - kinematics: - variables: - pT: {description: "transverse momentum", label: "$p_T^Z$", units: "$GeV$"} - yZ: {description: "boson rapidity", label: "$y^Z$", units: ""} - sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} - file: kinematics_ZpT_y.yaml - data_central: data_ZpT_y.yaml - data_uncertainties: uncertainties_ZpT_y.yaml - kinematic_coverage: [pT, yZ, sqrts] + y: {description: "Z boson rapidity", label: "$y^Z$", units: ""} + sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} + file: kinematics_y.yaml + data_central: data_y.yaml + data_uncertainties: uncertainties_y.yaml + kinematic_coverage: [y, sqrts] plotting: kinematics_override: identity x_scale: log - dataset_label: 'LHCB Z 13 TeV: $\frac{d^2\sigma}{d p_T^Z y^Z}$' - plot_x: yZ - figure_by: - - yZ + dataset_label: "LHCb $Z\\to µµ$" + plot_x: y + y_label: '$d\sigma_{Z}/dy^z$ (pb)' + figure_by: + - y theory: FK_tables: - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT - operation: 'null' + operation: 'null' From 9979cf04e2c145ee3dced4bfdd358be5e599c154 Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 11 Mar 2024 17:19:41 +0000 Subject: [PATCH 08/21] Changing name of the set --- .../{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/data_PT.yaml | 0 .../{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/data_YZ.yaml | 0 .../eigenvalues.yaml | 0 .../{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/filter.py | 0 .../kinematics_PT.yaml | 0 .../kinematics_YZ.yaml | 0 .../metadata.yaml | 0 .../rawdata/figure_13_(left).yaml | 0 .../rawdata/figure_13_(right).yaml | 0 .../rawdata/figure_15_(left).yaml | 0 .../rawdata/figure_15_(right).yaml | 0 .../rawdata/submission.yaml | 0 .../rawdata/table_1.yaml | 0 .../rawdata/table_10.yaml | 0 .../rawdata/table_11.yaml | 0 .../rawdata/table_12.yaml | 0 .../rawdata/table_13.yaml | 0 .../rawdata/table_14.yaml | 0 .../rawdata/table_15.yaml | 0 .../rawdata/table_16.yaml | 0 .../rawdata/table_17.yaml | 0 .../rawdata/table_18.yaml | 0 .../rawdata/table_19.yaml | 0 .../rawdata/table_2.yaml | 0 .../rawdata/table_20.yaml | 0 .../rawdata/table_21.yaml | 0 .../rawdata/table_22.yaml | 0 .../rawdata/table_23.yaml | 0 .../rawdata/table_3.yaml | 0 .../rawdata/table_4.yaml | 0 .../rawdata/table_5.yaml | 0 .../rawdata/table_6.yaml | 0 .../rawdata/table_7.yaml | 0 .../rawdata/table_8.yaml | 0 .../rawdata/table_9.yaml | 0 .../uncertainties_PT.yaml | 0 .../uncertainties_YZ.yaml | 0 37 files changed, 0 insertions(+), 0 deletions(-) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/data_PT.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/data_YZ.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/eigenvalues.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/filter.py (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/kinematics_PT.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/kinematics_YZ.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/metadata.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/figure_13_(left).yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/figure_13_(right).yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/figure_15_(left).yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/figure_15_(right).yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/submission.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_1.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_10.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_11.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_12.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_13.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_14.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_15.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_16.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_17.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_18.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_19.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_2.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_20.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_21.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_22.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_23.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_3.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_4.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_5.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_6.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_7.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_8.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/rawdata/table_9.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/uncertainties_PT.yaml (100%) rename buildmaster/{LHCB_Z_13TEV_DIMUON_2022 => LHCB_Z0_13TEV_2022}/uncertainties_YZ.yaml (100%) diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT.yaml b/buildmaster/LHCB_Z0_13TEV_2022/data_PT.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_PT.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/data_PT.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_YZ.yaml b/buildmaster/LHCB_Z0_13TEV_2022/data_YZ.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/data_YZ.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/data_YZ.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/eigenvalues.yaml b/buildmaster/LHCB_Z0_13TEV_2022/eigenvalues.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/eigenvalues.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/eigenvalues.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py b/buildmaster/LHCB_Z0_13TEV_2022/filter.py similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/filter.py rename to buildmaster/LHCB_Z0_13TEV_2022/filter.py diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT.yaml b/buildmaster/LHCB_Z0_13TEV_2022/kinematics_PT.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_PT.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/kinematics_PT.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml b/buildmaster/LHCB_Z0_13TEV_2022/kinematics_YZ.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/kinematics_YZ.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/kinematics_YZ.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml b/buildmaster/LHCB_Z0_13TEV_2022/metadata.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/metadata.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/metadata.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_13_(left).yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/figure_13_(left).yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_13_(left).yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/figure_13_(left).yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_13_(right).yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/figure_13_(right).yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_13_(right).yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/figure_13_(right).yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_15_(left).yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/figure_15_(left).yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_15_(left).yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/figure_15_(left).yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_15_(right).yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/figure_15_(right).yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/figure_15_(right).yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/figure_15_(right).yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/submission.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/submission.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/submission.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/submission.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_1.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_1.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_1.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_1.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_10.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_10.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_10.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_10.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_11.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_11.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_11.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_11.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_12.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_12.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_12.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_12.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_13.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_13.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_13.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_13.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_14.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_14.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_14.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_14.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_15.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_15.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_15.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_15.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_16.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_16.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_16.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_16.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_17.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_17.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_17.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_17.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_18.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_18.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_18.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_18.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_19.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_19.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_19.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_19.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_2.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_2.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_2.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_2.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_20.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_20.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_20.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_20.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_21.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_21.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_21.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_21.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_22.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_22.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_22.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_22.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_23.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_23.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_23.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_23.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_3.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_3.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_3.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_3.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_4.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_4.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_4.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_4.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_5.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_5.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_5.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_5.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_6.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_6.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_6.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_6.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_7.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_7.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_7.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_7.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_8.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_8.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_8.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_8.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_9.yaml b/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_9.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/rawdata/table_9.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_9.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT.yaml b/buildmaster/LHCB_Z0_13TEV_2022/uncertainties_PT.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_PT.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/uncertainties_PT.yaml diff --git a/buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml b/buildmaster/LHCB_Z0_13TEV_2022/uncertainties_YZ.yaml similarity index 100% rename from buildmaster/LHCB_Z_13TEV_DIMUON_2022/uncertainties_YZ.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/uncertainties_YZ.yaml From d7d175ba4aa7b8cfa0d5e6296a8a24f5a18de89c Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 11 Mar 2024 17:30:48 +0000 Subject: [PATCH 09/21] Minor adjustments to filter.py and metadata --- buildmaster/LHCB_Z0_13TEV_2022/data_PT.yaml | 15 - .../{data_YZ.yaml => data_dimuon_y.yaml} | 0 buildmaster/LHCB_Z0_13TEV_2022/filter.py | 6 +- .../LHCB_Z0_13TEV_2022/kinematics_PT.yaml | 113 ---- ...atics_YZ.yaml => kinematics_dimuon_y.yaml} | 0 buildmaster/LHCB_Z0_13TEV_2022/metadata.yaml | 6 +- .../LHCB_Z0_13TEV_2022/uncertainties_PT.yaml | 616 ------------------ ...es_YZ.yaml => uncertainties_dimuon_y.yaml} | 0 8 files changed, 6 insertions(+), 750 deletions(-) delete mode 100644 buildmaster/LHCB_Z0_13TEV_2022/data_PT.yaml rename buildmaster/LHCB_Z0_13TEV_2022/{data_YZ.yaml => data_dimuon_y.yaml} (100%) delete mode 100644 buildmaster/LHCB_Z0_13TEV_2022/kinematics_PT.yaml rename buildmaster/LHCB_Z0_13TEV_2022/{kinematics_YZ.yaml => kinematics_dimuon_y.yaml} (100%) delete mode 100644 buildmaster/LHCB_Z0_13TEV_2022/uncertainties_PT.yaml rename buildmaster/LHCB_Z0_13TEV_2022/{uncertainties_YZ.yaml => uncertainties_dimuon_y.yaml} (100%) diff --git a/buildmaster/LHCB_Z0_13TEV_2022/data_PT.yaml b/buildmaster/LHCB_Z0_13TEV_2022/data_PT.yaml deleted file mode 100644 index d587cc63de..0000000000 --- a/buildmaster/LHCB_Z0_13TEV_2022/data_PT.yaml +++ /dev/null @@ -1,15 +0,0 @@ -data_central: -- 5.7 -- 11.07 -- 11.44 -- 11.28 -- 9.94 -- 8.86 -- 7.75 -- 6.44 -- 5.16 -- 4.03 -- 2.88 -- 1.774 -- 0.674 -- 0.0361 diff --git a/buildmaster/LHCB_Z0_13TEV_2022/data_YZ.yaml b/buildmaster/LHCB_Z0_13TEV_2022/data_dimuon_y.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/data_YZ.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/data_dimuon_y.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/filter.py b/buildmaster/LHCB_Z0_13TEV_2022/filter.py index 8ceb5857c2..3029f82e3b 100644 --- a/buildmaster/LHCB_Z0_13TEV_2022/filter.py +++ b/buildmaster/LHCB_Z0_13TEV_2022/filter.py @@ -359,13 +359,13 @@ def processData(): kinematics_yaml = {'bins': kin} uncertainties_yaml = {'definitions': error_definition, 'bins': error} - with open('data_' + obs +'.yaml', 'w') as file: + with open(metadata['implemented_observables'][l]['data_central'], 'w') as file: yaml.dump(data_central_yaml, file, sort_keys=False) - with open('kinematics_' + obs + '.yaml', 'w') as file: + with open(metadata['implemented_observables'][l]['kinematics']['file'], 'w') as file: yaml.dump(kinematics_yaml, file, sort_keys=False) - with open('uncertainties_' + obs + '.yaml', 'w') as file: + with open(metadata['implemented_observables'][l]['data_uncertainties'], 'w') as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) if PRINT_EIGENVALUES: diff --git a/buildmaster/LHCB_Z0_13TEV_2022/kinematics_PT.yaml b/buildmaster/LHCB_Z0_13TEV_2022/kinematics_PT.yaml deleted file mode 100644 index 84280ae270..0000000000 --- a/buildmaster/LHCB_Z0_13TEV_2022/kinematics_PT.yaml +++ /dev/null @@ -1,113 +0,0 @@ -bins: -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 0.0 - mid: null - max: 2.2 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 2.2 - mid: null - max: 3.4 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 3.4 - mid: null - max: 4.6 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 4.6 - mid: null - max: 5.8 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 5.8 - mid: null - max: 7.2 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 7.2 - mid: null - max: 8.7 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 8.7 - mid: null - max: 10.5 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 10.5 - mid: null - max: 12.8 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 12.8 - mid: null - max: 15.4 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 15.4 - mid: null - max: 19.0 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 19.0 - mid: null - max: 24.5 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 24.5 - mid: null - max: 34.0 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 34.0 - mid: null - max: 63.0 -- sqrt_s: - min: null - mid: 13 - max: null - pT: - min: 63.0 - mid: null - max: 270.0 diff --git a/buildmaster/LHCB_Z0_13TEV_2022/kinematics_YZ.yaml b/buildmaster/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/kinematics_YZ.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/metadata.yaml b/buildmaster/LHCB_Z0_13TEV_2022/metadata.yaml index f33404c236..aeff5a79ac 100644 --- a/buildmaster/LHCB_Z0_13TEV_2022/metadata.yaml +++ b/buildmaster/LHCB_Z0_13TEV_2022/metadata.yaml @@ -28,9 +28,9 @@ implemented_observables: variables: y: {description: "Z boson rapidity", label: "$y^Z$", units: ""} sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} - file: kinematics_y.yaml - data_central: data_y.yaml - data_uncertainties: uncertainties_y.yaml + file: kinematics_dimuon_y.yaml + data_central: data_dimuon_y.yaml + data_uncertainties: uncertainties_dimuon_y.yaml kinematic_coverage: [y, sqrts] plotting: kinematics_override: identity diff --git a/buildmaster/LHCB_Z0_13TEV_2022/uncertainties_PT.yaml b/buildmaster/LHCB_Z0_13TEV_2022/uncertainties_PT.yaml deleted file mode 100644 index 0e9c8c15ac..0000000000 --- a/buildmaster/LHCB_Z0_13TEV_2022/uncertainties_PT.yaml +++ /dev/null @@ -1,616 +0,0 @@ -definitions: - Statistical_uncertainty: - description: Total (correlated) statistical uncertainty with correlation matrix. - treatment: ADD - type: CORR - Luminosity: - description: Systematic uncertainty from the luminosity. - treatment: ADD - type: LHCB_LUM - Efficiency: - description: Correlated uncertainties from the selection efficiencies with correlation - matrix. - treatment: MULT - type: CORR - Background_uncorrelated: - description: Background contributions from heavy flavours, misidentified hadrons - and physics processes.(uncorrelated) - treatment: MULT - type: UNCORR - Background_correlated: - description: Background contributions from heavy flavours, misidentified hadrons - and physics processes.(correlated) - treatment: MULT - type: CORR - Final_state_radiation_uncorrelated: - description: Correlated uncertainties from final state radiation corrections.(uncorrelated) - treatment: MULT - type: UNCORR - Final_state_radiation_correlated: - description: Correlated uncertainties from final state radiation corrections.(correlated) - treatment: MULT - type: CORR - Closure_uncorrelated: - description: Correlated uncertainties from closure test.(uncorrelated) - treatment: MULT - type: UNCORR - Closure_correlated: - description: Correlated uncertainties from closure test.(correlated) - treatment: MULT - type: CORR - Alignment_uncorrelated: - description: Correlated uncertainties from detector alignment and momentum scale - calibration.(uncorrelated) - treatment: MULT - type: UNCORR - Alignment_correlated: - description: Correlated uncertainties from detector alignment and momentum scale - calibration.(correlated) - treatment: MULT - type: CORR - Unfold: - description: Correlated uncertainties due to unfolding corrections applied only - to pT. - treatment: MULT - type: UNCORR -bins: -- Statistical_uncertainty: - - 0.004558592429386197 - - 0.00635279736864509 - - 0.005185330094156103 - - 0.004725777479015956 - - 0.0011999059207537452 - - 0.0002037747738021259 - - -0.028074119885969542 - - -5.54374020094387e-05 - - 1.929407697776092e-07 - - 7.723501989124826e-07 - - -3.091715609481012e-08 - - -2.5384840014483115e-09 - - -4.347024666130148e-12 - - -3.0155542744493154e-16 - Luminosity: 0.11 - Efficiency: - - -0.8083088859980516 - - 0.04521144876951002 - - 0.0131390693069447 - - 0.02154395636207671 - - 0.003782640375100442 - - 6.538096457197633e-05 - - -0.0018539355422540317 - - -0.005531264857635198 - - -0.0001809564289499007 - - -0.0014407312464182497 - - -0.000611798113705061 - - 0.0020175212139740216 - - 0.0009366289764558373 - - -0.00034277338891398077 - Background_uncorrelated: 0.20152543263816608 - Background_correlated: 0.20152543263816608 - Final_state_radiation_uncorrelated: 0.967322076663197 - Final_state_radiation_correlated: 0.967322076663197 - Closure_uncorrelated: 2.0152543263816605 - Closure_correlated: 2.0152543263816605 - Alignment_uncorrelated: 4.433559518039654 - Alignment_correlated: 4.433559518039654 - Unfold: 1.197 -- Statistical_uncertainty: - - 0.02964107288116631 - - 0.03265911299341553 - - 0.018116517161291784 - - 0.013623238309892465 - - 0.0016999020868603764 - - 9.574996118154905e-05 - - 0.0061715550925234754 - - 3.731421378936821e-05 - - 1.0277105412093933e-06 - - -4.524239206038606e-09 - - 7.953530005405848e-08 - - 9.115315672553139e-09 - - 1.6815574722472447e-11 - - 1.1703155103603129e-15 - Luminosity: 0.22 - Efficiency: - - -0.8280657380165783 - - 0.05488533115114922 - - -0.001155230340851906 - - -0.009340094082834352 - - 0.005460722698162775 - - 0.005162312819346266 - - -0.0036334326458356326 - - -0.0017148291566863882 - - 0.0007490357040311358 - - -0.002270773873932215 - - 0.0026678969306084014 - - 0.000754853153882223 - - -0.002698486348381014 - - 0.0035866168810026623 - Background_uncorrelated: 0.6262137654188066 - Background_correlated: 0.6262137654188066 - Final_state_radiation_uncorrelated: 5.244540285382505 - Final_state_radiation_correlated: 5.244540285382505 - Closure_uncorrelated: 1.4089809721923146 - Closure_correlated: 1.4089809721923146 - Alignment_uncorrelated: 6.4186910955427665 - Alignment_correlated: 6.4186910955427665 - Unfold: 3.6531000000000002 -- Statistical_uncertainty: - - 0.038899573769465415 - - 0.004789804644830368 - - -0.020867658080595538 - - -0.022373239724438724 - - -0.0049481982936888545 - - -0.0004302961293107833 - - -0.0017830284089124452 - - -0.00010444860655919565 - - -1.050875838479406e-06 - - -6.683204914786497e-07 - - -2.6649791418981557e-09 - - -2.1527942599184096e-08 - - -5.106952387920368e-11 - - -3.606363500266666e-15 - Luminosity: 0.23 - Efficiency: - - -0.7683419335826438 - - 0.04964630987091172 - - -0.002925385384701863 - - -8.702614229019373e-06 - - -0.0007704158596832827 - - -0.006463369320192668 - - -0.0023109148698613733 - - -0.0011342737575797642 - - -0.0013063828097473122 - - 0.002146637123274506 - - 0.0007673258166428913 - - 0.0002738879148038305 - - -0.004269659495309624 - - 0.0017762287447747234 - Background_uncorrelated: 0.5662511103741873 - Background_correlated: 0.5662511103741873 - Final_state_radiation_uncorrelated: 4.125543804154793 - Final_state_radiation_correlated: 4.125543804154793 - Closure_uncorrelated: 3.6401857095483465 - Closure_correlated: 3.6401857095483465 - Alignment_uncorrelated: 6.22876221411606 - Alignment_correlated: 6.22876221411606 - Unfold: 5.8344 -- Statistical_uncertainty: - - 0.030264620533085308 - - -0.033723092086143026 - - -1.5349252494360467e-05 - - 0.017874013797384822 - - 0.011180162893410967 - - 0.0013688363281481619 - - 0.0005453229305813198 - - 0.0003975489219441154 - - 4.354092394927673e-06 - - 1.6986689136318899e-06 - - 7.169567228916004e-08 - - 7.347003020866708e-09 - - 3.275077618511302e-12 - - 1.6262049793002531e-16 - Luminosity: 0.23 - Efficiency: - - -0.7983138374807233 - - 0.04760099115886182 - - 0.013443286102785926 - - -0.01369478814296099 - - 0.0018994870876054475 - - -0.0032683268726077562 - - 0.0007117819247470534 - - -0.003889744020043733 - - -0.0008019202258447762 - - -0.00067804349895607 - - 0.002398310617205891 - - -0.0018403089669637356 - - 0.00426107261004694 - - -0.001602629229894157 - Background_uncorrelated: 0.6380931593427405 - Background_correlated: 0.6380931593427405 - Final_state_radiation_uncorrelated: 1.435709608521166 - Final_state_radiation_correlated: 1.435709608521166 - Closure_uncorrelated: 2.4726109924531197 - Closure_correlated: 2.4726109924531197 - Alignment_uncorrelated: 6.85950146293446 - Alignment_correlated: 6.85950146293446 - Unfold: 5.1888 -- Statistical_uncertainty: - - 0.008905614930091343 - - -0.01660441321811774 - - 0.021743616627007446 - - -0.00430860831544183 - - -0.0269960915255488 - - -0.004647089877103755 - - -0.0002569058896180564 - - -0.0017842446202120741 - - -2.154025563206819e-05 - - -1.0922248605281799e-05 - - -1.4806373858279857e-09 - - 8.289451404040114e-09 - - 9.29325787769696e-11 - - 6.967512933720243e-15 - Luminosity: 0.2 - Efficiency: - - -0.7787835270983532 - - 0.03991760697872252 - - -0.0034155889434568628 - - 0.00332967892511601 - - -0.008135934018597808 - - -0.0103895709690587 - - 0.009574891469812472 - - 0.0010810279628349652 - - 0.0006484223485932943 - - -0.0011771553326059279 - - -0.000155873287290295 - - -0.002772896362431464 - - -0.00021337307894351746 - - 0.0018710594235433892 - Background_uncorrelated: 0.4920048983495999 - Background_correlated: 0.4920048983495999 - Final_state_radiation_uncorrelated: 1.6868739371986277 - Final_state_radiation_correlated: 1.6868739371986277 - Closure_uncorrelated: 3.0926022181974844 - Closure_correlated: 3.0926022181974844 - Alignment_uncorrelated: 4.287471257046512 - Alignment_correlated: 4.287471257046512 - Unfold: 1.988 -- Statistical_uncertainty: - - 0.002270367971421995 - - -0.006394469646095323 - - 0.024725390696247587 - - -0.024419552106714815 - - 0.015580589433314751 - - 0.008488342948238472 - - 7.782004082437915e-05 - - 0.005609680902491921 - - 0.00010787529534482454 - - 6.140897318551474e-05 - - 1.3891228613342958e-07 - - -3.5558751048246505e-08 - - -7.356623516854245e-10 - - -5.5759984349431545e-14 - Luminosity: 0.18 - Efficiency: - - -0.7787788838465987 - - 0.0396128438289861 - - 0.013232375781634878 - - 0.000726991080985398 - - 0.0029720136441387054 - - -0.004236856169953172 - - -0.004839649351676977 - - 0.009429067167150586 - - 0.0005882661898343633 - - 0.001868226815884745 - - -0.00031907753495367963 - - 0.0023914624579313877 - - 0.0025915155646027313 - - 0.0017781676367372174 - Background_uncorrelated: 0.6264966081312812 - Background_correlated: 0.6264966081312812 - Final_state_radiation_uncorrelated: 4.134877613666456 - Final_state_radiation_correlated: 4.134877613666456 - Closure_uncorrelated: 2.067438806833228 - Closure_correlated: 2.067438806833228 - Alignment_uncorrelated: 4.573425239358352 - Alignment_correlated: 4.573425239358352 - Unfold: 2.3922 -- Statistical_uncertainty: - - 0.0003078939245752913 - - -0.0010337735254794124 - - 0.005686152581225383 - - -0.006845046994997609 - - 0.010056735476270498 - - -0.01668336017546027 - - 6.042457257921499e-05 - - -0.02096723924862787 - - -0.0006208763143701142 - - -0.00040350740880373636 - - -6.575868985152716e-07 - - -8.599524785082738e-08 - - 4.4894884267546224e-09 - - 3.4548949255323226e-13 - Luminosity: 0.15 - Efficiency: - - -0.7893434419229094 - - 0.028313075565148144 - - 0.0065232433223783555 - - 0.00199772948623732 - - -0.005468379927291569 - - 0.006959886046532157 - - -0.004920092580329158 - - 0.006228714904914105 - - -0.0003269528489724479 - - -0.001188187633709017 - - -0.0025647415540529604 - - -0.00564997311684016 - - -0.0013378822030119728 - - -0.002366582631210107 - Background_uncorrelated: 0.4932069798776169 - Background_correlated: 0.4932069798776169 - Final_state_radiation_uncorrelated: 2.7948395526398295 - Final_state_radiation_correlated: 2.7948395526398295 - Closure_uncorrelated: 1.3152186130069783 - Closure_correlated: 1.3152186130069783 - Alignment_uncorrelated: 3.2332457569754887 - Alignment_correlated: 3.2332457569754887 - Unfold: 2.48 -- Statistical_uncertainty: - - 4.818184651701829e-05 - - -0.00014720284398588926 - - 0.0010310135458158332 - - -0.0014708913400625664 - - 0.004308098947984354 - - -0.02474827731463312 - - -0.00010976918070739071 - - 0.016041076259098 - - 0.002262965419339299 - - 0.0018064696261709157 - - 5.581062693959797e-06 - - 8.919749836192827e-08 - - 1.164918360229593e-09 - - 8.922814344641149e-14 - Luminosity: 0.13 - Efficiency: - - -0.7693894863871554 - - 0.02750885268920737 - - 0.004898933128235253 - - -0.007150381692775514 - - 0.005219964016293937 - - -0.0017173626483758908 - - 0.002960264760842273 - - -0.0032781521312497445 - - 0.0007293713605442574 - - 0.001057352153594748 - - -0.005517825123113099 - - 0.0015700752564978407 - - -0.002177766983779075 - - -0.004352329634055985 - Background_uncorrelated: 0.4553767670841367 - Background_correlated: 0.4553767670841367 - Final_state_radiation_uncorrelated: 1.9581200984617877 - Final_state_radiation_correlated: 1.9581200984617877 - Closure_uncorrelated: 1.548281008086065 - Closure_correlated: 1.548281008086065 - Alignment_uncorrelated: 1.775969391628133 - Alignment_correlated: 1.775969391628133 - Unfold: 1.932 -- Statistical_uncertainty: - - 4.347863216946676e-06 - - -9.168014172277141e-06 - - 6.834489177212645e-05 - - -0.00010050529074668107 - - 0.0003879875491634156 - - -0.0029364823328892993 - - -1.8002643380471157e-05 - - 0.003123684659292949 - - -0.013673099037840518 - - -0.013946171374678578 - - -6.777187296399875e-05 - - -2.364971255145856e-06 - - -2.559751472692302e-10 - - 4.256769942551788e-15 - Luminosity: 0.1 - Efficiency: - - -0.7697247706739911 - - 0.012589881187387427 - - -0.006033607347009435 - - -0.0013905404919376434 - - -0.002048901380139522 - - 0.009153409504499268 - - 0.009322570040709393 - - 0.004869084015798396 - - -0.0007528543548562363 - - -0.0005869515366459656 - - -0.0003843732596469172 - - 0.005208859069285222 - - 0.0003763216641306505 - - 1.4592969149265026e-05 - Background_uncorrelated: 0.4013538090014844 - Background_correlated: 0.4013538090014844 - Final_state_radiation_uncorrelated: 1.3135215567321308 - Final_state_radiation_correlated: 1.3135215567321308 - Closure_uncorrelated: 0.8027076180029687 - Closure_correlated: 0.8027076180029687 - Alignment_uncorrelated: 1.5689285260967116 - Alignment_correlated: 1.5689285260967116 - Unfold: 1.032 -- Statistical_uncertainty: - - 2.13148697190124e-06 - - -9.62759934727998e-07 - - 6.915318673303332e-06 - - -8.272760685588971e-06 - - 3.305711072900163e-05 - - -0.0002854369268947398 - - -1.326173475114932e-06 - - 0.0004628109293477399 - - -0.015653110267106536 - - 0.0124267865292239 - - 0.0005077980345141581 - - 1.9293030560096476e-05 - - 2.8441464379354166e-08 - - 1.9769425810006736e-12 - Luminosity: 0.08 - Efficiency: - - -0.7698596086078823 - - 0.0007454300765481304 - - -0.006497237289232156 - - 0.003270863944295499 - - 0.0010965437252839847 - - 0.009865646136503639 - - 0.003221614681127679 - - -0.004522344553491411 - - 0.00034673562602191137 - - 0.0030630836566734824 - - 2.4970566769468983e-05 - - -0.00389810943730324 - - 0.001677414659656155 - - 0.002416326509771577 - Background_uncorrelated: 0.3419568393818144 - Background_correlated: 0.3419568393818144 - Final_state_radiation_uncorrelated: 1.481812970654529 - Final_state_radiation_correlated: 1.481812970654529 - Closure_uncorrelated: 1.2253453411181683 - Closure_correlated: 1.2253453411181683 - Alignment_uncorrelated: 1.0258705181454433 - Alignment_correlated: 1.0258705181454433 - Unfold: 0.3627 -- Statistical_uncertainty: - - 5.414920353606815e-07 - - -8.945318774112891e-08 - - 5.592371853469523e-07 - - -2.0081258809837523e-07 - - 1.0931346761839279e-06 - - -7.189443991670398e-06 - - 1.326508824417429e-07 - - 1.2811321346061685e-05 - - -0.0007047366210342642 - - 0.0007305064856784008 - - -0.009937409896442907 - - -0.0004662328892148904 - - -5.723297468401714e-07 - - -3.869156980163218e-11 - Luminosity: 0.06 - Efficiency: - - -0.7696159479067276 - - -0.018179884172743074 - - -0.012416176322460799 - - 0.0038095589503673454 - - -0.0033912365008456177 - - -8.97706203861456e-05 - - -0.0014336584746549226 - - 0.0006533952485740918 - - 0.0005256581716917636 - - 0.0007883055661584111 - - 0.0073173797975356935 - - 0.0009378695584032146 - - -0.0006863844637900766 - - -0.004725146269254748 - Background_uncorrelated: 0.22401142827989826 - Background_correlated: 0.22401142827989826 - Final_state_radiation_uncorrelated: 1.2626098684866993 - Final_state_radiation_correlated: 1.2626098684866993 - Closure_uncorrelated: 0.9367750637159382 - Closure_correlated: 0.9367750637159382 - Alignment_uncorrelated: 0.6516696095415222 - Alignment_correlated: 0.6516696095415222 - Unfold: 0.432 -- Statistical_uncertainty: - - 8.713238524819304e-08 - - -2.0229110227037713e-08 - - 1.1242820575981207e-07 - - -3.137620774514778e-07 - - 2.6484386686376966e-07 - - -5.299164090750685e-07 - - -1.5093268612664695e-08 - - 2.0210431687649932e-07 - - -8.489689913711453e-06 - - 9.709379135195977e-06 - - -0.0006663047459636596 - - 0.0069681831921653056 - - 1.7150158486020874e-05 - - 1.2142866502723713e-09 - Luminosity: 0.035 - Efficiency: - - -0.7682877083818773 - - -0.04520058463568184 - - -0.01835007911337622 - - -0.003817359710827482 - - -0.011924914240574735 - - -0.0008911758558716056 - - -0.007480225059531727 - - -0.004115029524257743 - - 7.987985908757184e-05 - - -0.0003248217984054882 - - -0.003337229577213784 - - 0.0028282250232295678 - - 0.0019303959897832136 - - 0.0008645077250441389 - Background_uncorrelated: 0.10035259438599485 - Background_correlated: 0.10035259438599485 - Final_state_radiation_uncorrelated: 0.17561704017549098 - Final_state_radiation_correlated: 0.17561704017549098 - Closure_uncorrelated: 0.5268511205264729 - Closure_correlated: 0.5268511205264729 - Alignment_uncorrelated: 0.3010577831579845 - Alignment_correlated: 0.3010577831579845 - Unfold: 0.1774 -- Statistical_uncertainty: - - 2.1554454052849838e-10 - - -9.032953208983173e-10 - - 6.850654023218481e-09 - - -9.477325430043306e-09 - - 2.064296421421314e-08 - - -6.138696799886423e-08 - - 6.5322020738734006e-12 - - -3.5632788148457345e-08 - - -9.213530722020195e-08 - - 5.286346507565539e-08 - - -2.8639349179486034e-06 - - 5.991336518539957e-05 - - -0.0019991003341345874 - - -1.5403463262605058e-07 - Luminosity: 0.013 - Efficiency: - - -0.7532116078659552 - - -0.09649332274012615 - - -0.027585682122644645 - - 0.002148711498138137 - - 0.012704590427790376 - - -0.004362455255635724 - - -0.00020614817689623404 - - 0.002819574138737757 - - -0.0003268397647542924 - - -0.0009571836832307475 - - -0.0012764370751949155 - - -0.0019439403767838113 - - 0.0009274955540931109 - - -6.344647569602852e-05 - Background_uncorrelated: 0.03336129793638132 - Background_correlated: 0.03336129793638132 - Final_state_radiation_uncorrelated: 0.0619566961675653 - Final_state_radiation_correlated: 0.0619566961675653 - Closure_uncorrelated: 0.3431447787742078 - Closure_correlated: 0.3431447787742078 - Alignment_uncorrelated: 0.06672259587276264 - Alignment_correlated: 0.06672259587276264 - Unfold: 0.020220000000000002 -- Statistical_uncertainty: - - 1.9246948768867745e-16 - - -1.0650368093204378e-15 - - 1.094226098022571e-14 - - -1.7072279102424965e-14 - - 5.052536573494471e-14 - - -1.8798145636020902e-13 - - 2.399198033459067e-17 - - -1.4641517149154843e-13 - - -6.411599211105211e-13 - - 4.566000359844371e-13 - - -8.779288102814806e-11 - - 3.746530914452781e-09 - - -1.5398033015644414e-06 - - 0.00019999407239152937 - Luminosity: 0.0007 - Efficiency: - - -0.7415817573762584 - - -0.2055822956117531 - - 0.026115015155519655 - - -0.001403133725408402 - - -0.001681019943457174 - - -0.0001822066787814464 - - 0.0013248934143389257 - - -0.0005975244310985503 - - -4.6456581584906865e-06 - - -2.6288607493395144e-05 - - 0.0007973509255727899 - - 0.00015211981635994228 - - -0.0013465922193927379 - - 0.0010048479353327376 - Background_uncorrelated: 0.0028079210280917803 - Background_correlated: 0.0028079210280917803 - Final_state_radiation_uncorrelated: 0.009444825276308716 - Final_state_radiation_correlated: 0.009444825276308716 - Closure_uncorrelated: 0.013784339592450559 - Closure_correlated: 0.013784339592450559 - Alignment_uncorrelated: 0.006892169796225279 - Alignment_correlated: 0.006892169796225279 - Unfold: 0.002166 diff --git a/buildmaster/LHCB_Z0_13TEV_2022/uncertainties_YZ.yaml b/buildmaster/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/uncertainties_YZ.yaml rename to buildmaster/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml From 89986e45a1a8b8727d5a8653fcf2091b2adffa3c Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 11 Mar 2024 17:39:39 +0000 Subject: [PATCH 10/21] Adding Z0J set --- .../LHCB_Z0J_13TEV_2022/data_dimuon_pT.yaml | 15 + buildmaster/LHCB_Z0J_13TEV_2022/filter.py | 377 + .../kinematics_dimuon_pT.yaml | 113 + buildmaster/LHCB_Z0J_13TEV_2022/metadata.yaml | 75 + .../rawdata/figure_13_(left).yaml | 14724 ++++++++++++++ .../rawdata/figure_13_(right).yaml | 16899 ++++++++++++++++ .../rawdata/figure_15_(left).yaml | 14724 ++++++++++++++ .../rawdata/figure_15_(right).yaml | 16899 ++++++++++++++++ .../rawdata/submission.yaml | 674 + .../LHCB_Z0J_13TEV_2022/rawdata/table_1.yaml | 39 + .../LHCB_Z0J_13TEV_2022/rawdata/table_10.yaml | 996 + .../LHCB_Z0J_13TEV_2022/rawdata/table_11.yaml | 612 + .../LHCB_Z0J_13TEV_2022/rawdata/table_12.yaml | 699 + .../LHCB_Z0J_13TEV_2022/rawdata/table_13.yaml | 58 + .../LHCB_Z0J_13TEV_2022/rawdata/table_14.yaml | 202 + .../LHCB_Z0J_13TEV_2022/rawdata/table_15.yaml | 162 + .../LHCB_Z0J_13TEV_2022/rawdata/table_16.yaml | 172 + .../LHCB_Z0J_13TEV_2022/rawdata/table_17.yaml | 688 + .../LHCB_Z0J_13TEV_2022/rawdata/table_18.yaml | 730 + .../LHCB_Z0J_13TEV_2022/rawdata/table_19.yaml | 159 + .../LHCB_Z0J_13TEV_2022/rawdata/table_2.yaml | 165 + .../LHCB_Z0J_13TEV_2022/rawdata/table_20.yaml | 148 + .../LHCB_Z0J_13TEV_2022/rawdata/table_21.yaml | 138 + .../LHCB_Z0J_13TEV_2022/rawdata/table_22.yaml | 739 + .../LHCB_Z0J_13TEV_2022/rawdata/table_23.yaml | 711 + .../LHCB_Z0J_13TEV_2022/rawdata/table_3.yaml | 133 + .../LHCB_Z0J_13TEV_2022/rawdata/table_4.yaml | 141 + .../LHCB_Z0J_13TEV_2022/rawdata/table_5.yaml | 724 + .../LHCB_Z0J_13TEV_2022/rawdata/table_6.yaml | 774 + .../LHCB_Z0J_13TEV_2022/rawdata/table_7.yaml | 996 + .../LHCB_Z0J_13TEV_2022/rawdata/table_8.yaml | 612 + .../LHCB_Z0J_13TEV_2022/rawdata/table_9.yaml | 699 + .../uncertainties_dimuon_pT.yaml | 616 + 33 files changed, 75613 insertions(+) create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/data_dimuon_pT.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/filter.py create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/kinematics_dimuon_pT.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/metadata.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/figure_13_(left).yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/figure_13_(right).yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/figure_15_(left).yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/figure_15_(right).yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/submission.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_1.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_10.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_11.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_12.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_13.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_14.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_15.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_16.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_17.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_18.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_19.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_2.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_20.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_21.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_22.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_23.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_3.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_4.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_5.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_6.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_7.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_8.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_9.yaml create mode 100644 buildmaster/LHCB_Z0J_13TEV_2022/uncertainties_dimuon_pT.yaml diff --git a/buildmaster/LHCB_Z0J_13TEV_2022/data_dimuon_pT.yaml b/buildmaster/LHCB_Z0J_13TEV_2022/data_dimuon_pT.yaml new file mode 100644 index 0000000000..d587cc63de --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/data_dimuon_pT.yaml @@ -0,0 +1,15 @@ +data_central: +- 5.7 +- 11.07 +- 11.44 +- 11.28 +- 9.94 +- 8.86 +- 7.75 +- 6.44 +- 5.16 +- 4.03 +- 2.88 +- 1.774 +- 0.674 +- 0.0361 diff --git a/buildmaster/LHCB_Z0J_13TEV_2022/filter.py b/buildmaster/LHCB_Z0J_13TEV_2022/filter.py new file mode 100644 index 0000000000..52cba4ace3 --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/filter.py @@ -0,0 +1,377 @@ +import yaml +import numpy as np +from collections import defaultdict, namedtuple + +PRINT_EIGENVALUES = False + +# Loading tables +with open('metadata.yaml', 'r') as file: + metadata = yaml.safe_load(file) + +# Initialise dictionaries for data and all +# sources of uncertainties +data = defaultdict(list) +statcorr = defaultdict(list) +effcorr = defaultdict(list) +syserr = defaultdict(list) +ndata_obs = defaultdict(list) +observables = [] + +# Loop over the implemented observables +for observable in metadata['implemented_observables']: + # Append observable name and the number of points + observables.append(observable['observable_name']) + ndata_obs[observable['observable_name']] = observable['ndata'] + + # Append bin values + with open("rawdata/" + str(observable['tables']['data']) + ".yaml", 'r') as file: + data[observable['observable_name']] = yaml.safe_load(file) + + # Append statistical uncertainties + with open("rawdata/" + str(observable['tables']['stat']) + ".yaml", 'r') as file: + statcorr[observable['observable_name']] = yaml.safe_load(file) + + # Append efficiency uncertainties + with open("rawdata/" + str(observable['tables']['eff']) + ".yaml", 'r') as file: + effcorr[observable['observable_name']] = yaml.safe_load(file) + + # Append systematic uncertainties + with open("rawdata/" + str(observable['tables']['sys']) + ".yaml", 'r') as file: + syserr[observable['observable_name']] = yaml.safe_load(file) + + +# Utility functions +# ________________________________________________________ +def OuterDecomposition(matrix): + """ Compute the single value decomposition of the matrix A. + + Returns the set of vector \sigma_{i}^{(k)} defined as + + \sigma_{i}^{(k)} = v_{i}^{(k)} * \lambda^{(k)}, + + where v_{i}^{(k)} is the k-th eigenvector of the matrix A + associated to the k-th eigenvalue \lambda^{(k)}. The vectors + \sigma_{i}^{(k)} are defined such that + + A_{ij} = \sum_{k=1}^{dim(A)} \sigma_{i}^{(k)} \sigma_{j}^{(k)}. + + If A is a correlation matrix, for each data point i there will be + an associated vector \sigma_{i} = (sigma_{i}^{(1)}, ... , sigma_{i}^{(dim(A))}). + + Parameters + ---------- + A: the matrix to be decomposed. + + Returns + ------- + sigma: A matrix containing the set of vectors whose outer product reconstruct the original matrix. + The matrix has two indices sigma[i,k] - the first one refers to the component of the k-th + eigenvector, whereas the other one selects the eigenvalue. + """ + eigenvalues, eigenvectors = np.linalg.eig(matrix) + sigma=np.zeros_like(matrix,dtype=float) + for i in range(np.size(eigenvalues)): + for j in range(np.size(eigenvalues)): + sigma[i][j] = eigenvectors[i][j] * np.sqrt(eigenvalues[j]) + return sigma + + +def ExtractCorrelation(yaml_file, N): + """ Convert a list of values into a matrix + + LHCb correlation matrices are given as lists of values. This function converts + the list into a 2D-array + """ + values = yaml_file['dependent_variables'][0]['values'] + corr = np.empty((N, N)) + for i in range(N): + for j in range(N): + corr[i][j] = np.reshape((values), (N,N))[i][j]['value'] + return corr + + +def ComputeCovariance(corr_matrix, diag_terms): + """ Compute the covariance matrix out of the correlation matrix + + Compute the covariance matrix given the correlation matrix + and the set of diagonal uncertainties. + + Parameters + ---------- + - corr_matrix: is the correlation matrix as a 2D-array. + - diag_terms: is the 1D-array of diagonal uncertainties. + + Returns + ------- + Returns the covariance matrix as a 2D-array. + """ + cov = np.empty((np.shape(corr_matrix)[0], np.shape(corr_matrix)[0])) + for i in range(np.shape(corr_matrix)[0]): + for j in range(np.shape(corr_matrix)[0]): + cov[i][j] = corr_matrix[i][j] * diag_terms[i] * diag_terms[j] + + if np.allclose(cov, cov.T): + return cov + else: + raise Exception("The covariance matrix is not symmetric.") + +# Check implementation of outer decomposition +def CheckFunctions(B): + sigma = OuterDecomposition(B) + print('') + B_from_sigma=np.zeros_like(B,dtype=float) + for i in range(2): + for j in range(2): + for k in range(2): + B_from_sigma[i][j]=B_from_sigma[i][j] + sigma[i,k]*sigma[j,k] + + print("\n".join(["".join(["{:11}".format(item) for item in row]) for row in B])) + print('') + print("\n".join(["".join(["{:11}".format(item) for item in row]) for row in B_from_sigma])) + exit() + + +# Dictionaries for uncertainties +uncertainties = { "Stat. unc" : { "description":"Total (correlated) statistical uncertainty with correlation matrix.", + "treatment":"ADD", + "source":"statistical", + "type":"CORR", + "correlation matrix": statcorr, + "label":"Statistical_uncertainty", + "absolute":True}, + + "Eff(%)" : { "description":"Correlated uncertainties from the selection efficiencies with correlation matrix.", + "treatment":"MULT", + "source":"systematic", + "type":"CORR", + "correlation matrix": effcorr, + "label":"Efficiency", + "absolute":True}, + + "BKG(%)" : { "description":"Background contributions from heavy flavours, misidentified hadrons and physics processes.", + "treatment":"MULT", + "source":"systematic", + "correlation fraction": 0.50, + "label":"Background", + "absolute":False}, + + "FSR(%)" : { "description":"Correlated uncertainties from final state radiation corrections.", + "treatment":"MULT", + "source":"systematic", + "correlation fraction": 0.50, + "label":"Final_state_radiation", + "absolute":False}, + + "Closure(%)" : { "description":"Correlated uncertainties from closure test.", + "treatment":"MULT", + "source":"systematic", + "correlation fraction": 0.50, + "label":"Closure", + "absolute":False}, + + "Alignment(%)" : { "description":"Correlated uncertainties from detector alignment and momentum scale calibration.", + "treatment":"MULT", + "source":"systematic", + "correlation fraction": 0.50, + "label":"Alignment", + "absolute":False}, + + "Unfold(%)" : { "description":"Correlated uncertainties due to unfolding corrections applied only to pT.", + "treatment":"MULT", + "source":"systematic", + "label":"Unfold", + "type":"UNCORR", + "absolute":False}, + + "Luminosity" : { "description":"Systematic uncertainty from the luminosity.", + "treatment":"ADD", + "source":"systematic", + "label":"Luminosity", + "type":"LHCB_LUM", + "absolute":True}} + + +def return_index(vec, string): + """ Function that returns the position of the qualifier in LHCb tables """ + for i, ql in enumerate(vec): + if ql['name'] == string: + return i + +def processData(): + + # Eigenvalues debugging + if PRINT_EIGENVALUES: + yaml_info = {} + + # Filter unwanted datasets + exclude_rules = ["DIMUON-PT-Y"] + filtered_obs = [k for k in filter(lambda t: not t in exclude_rules , observables)] + + # Loop over the observables + for l, obs in enumerate(filtered_obs): + + data_central = [] + kin = [] + error = [] + ndata = ndata_obs[obs] + + # Loop over the bins + for data_kin2 in data[obs]['dependent_variables']: + values = data_kin2['values'] + for j in range(len(values)): + + # Append central value of the bin + data_central_value = values[j]['value'] + data_central.append(data_central_value) + + # Append relative kinematics + kin1_min = data[obs]['independent_variables'][0]['values'][j]['low'] + kin1_max = data[obs]['independent_variables'][0]['values'][j]['high'] + + # Store value of Vs from LHCb tables + sqrt_s_index = return_index(data_kin2['qualifiers'] ,"SQRT(S)") + sqrt_s = data_kin2['qualifiers'][sqrt_s_index]['value'] + + # Check if single or double distribution. + # For single distributions, the table is made of + # one single list, containing the bins for the single + # kinematic variable. + # For double distributions, the are multiple lists + # such that, each accounting for a different binning + # in the second kinematic variable. + if len(data[obs]['dependent_variables']) > 1: + # Find the position of the second kinematic variable (kin2) in each list + kin2_index = return_index(data_kin2['qualifiers'] ,"$y^Z$") + kin2_int = data_kin2['qualifiers'][kin2_index]['value'] + + # Find min and mac value for kin2 in the bin + separator = data_kin2['qualifiers'][kin2_index]['value'].find('-') + kin2_min = float(kin2_int[:separator]) + kin2_max = float(kin2_int[separator+1:]) + + # Store all kinematic into a single dict + kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, + 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}, + 'yZ': {'min': kin2_min, 'mid': None, 'max': kin2_max}} + + elif len(data[obs]['dependent_variables']) == 1: + kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, + 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}} + + kin.append(kin_value) + + # Error + error_value = {} + error_definition = {} + + # Statistical uncertainty + error_value[uncertainties['Stat. unc']['label']] = float(values[j]['errors'][0]['symerror']) + error_definition[uncertainties['Stat. unc']['label']] = {'description': uncertainties['Stat. unc']['description'], + 'treatment': uncertainties['Stat. unc']['treatment'], + 'type': uncertainties['Stat. unc']['type']} + + # Luminosity (systematic) uncertainty + error_value[uncertainties['Luminosity']['label']] = float(values[j]['errors'][2]['symerror']) + error_definition[uncertainties['Luminosity']['label']] = {'description': uncertainties['Luminosity']['description'], + 'treatment': uncertainties['Luminosity']['treatment'], + 'type': uncertainties['Luminosity']['type']} + + # Loop over sources of systematic uncertainties + sys_errors = syserr[obs]['dependent_variables'] + for sys_error in sys_errors: + + # Check if the uncertainties in the dictionary 'uncertainties' + # match those contained in the HepData table. + if sys_error['header']['name'] in uncertainties: + error_name = str(sys_error['header']['name']) # Name of the uncertainty in the HepData table + error_label = uncertainties[error_name]['label'] # Name of the uncertainty in the 'uncertainties' dictionary + + # Check whether the uncertainty value is relative or absolute. + # If relative, compute the absolute value. + if not bool(uncertainties[error_name]['absolute']): + diag_val = sys_error['values'][j]['value'] * data_central[j] + else: diag_val = sys_error['values'][j]['value'] + + # If only a fraction of the systematic uncertainty is actually + # correlated, split the total uncertainty into a correlated and + # uncorrelated components such that they reconstruct the initial + # value if summed in quadrature. Each component is considered as + # completely different type of uncertainties and will be listed + # separately in the final 'uncertainties.yaml' file. + # Otherwise, just load the diagonal value of the uncertainty. + if 'correlation fraction' in uncertainties[error_name]: + corr_fr = uncertainties[error_name]['correlation fraction'] + description = uncertainties[error_name]['description'] + + error_definition[error_label + '_uncorrelated'] = {'description': description + '(uncorrelated)', + 'treatment': uncertainties[error_name]['treatment'], + 'type': 'UNCORR'} + error_value[error_label + '_uncorrelated'] = float(np.sqrt(1 - corr_fr) * diag_val) + + + error_definition[error_label + '_correlated'] = {'description': description + '(correlated)', + 'treatment': uncertainties[error_name]['treatment'], + 'type': 'CORR'} + error_value[error_label + '_correlated'] = float(np.sqrt(corr_fr) * diag_val) + else: + error_definition[error_label] = {'description':uncertainties[error_name]['description'], + 'treatment': uncertainties[error_name]['treatment'], + 'type': uncertainties[error_name]['type']} + error_value[error_label] = float(diag_val) + + else: raise Exception("There is a mismatch between the dictionary 'uncertainties' and the list of systematic uncertainties provided in the HepData table(s).") + + error.append(error_value) + + # Compute single value decomposition for those + # uncertainties that come with a correlation matrix. + + # Eigenvalues debugging + if PRINT_EIGENVALUES: + yaml_info_obs = [] + tables = metadata['implemented_observables'][l]['tables'] + + for unc in uncertainties.values(): + if 'correlation matrix' in unc: + cormat = ExtractCorrelation(unc['correlation matrix'][obs], ndata) + + # Eigenvalues debugging + if PRINT_EIGENVALUES: + eigenvalues = np.linalg.eig(cormat)[0] + if 'Stat' in (unc['label']): ref = tables['stat'] + else: ref = tables['eff'] + yaml_info_obs_corr = {"Matrix": unc['label'], "HepData Ref." : ref, 'eigenvalues' : eigenvalues.tolist()} + yaml_info_obs.append(yaml_info_obs_corr) + + v = np.empty(np.size(error)) + for k,err in enumerate(error): + v[k] = err[unc['label']] + cov = ComputeCovariance(cormat,v) + sigma = OuterDecomposition(cov) + for k,dt in enumerate(error): + dt[unc['label']] = [float(sigma[k,m]) for m in range(np.size(error))] + + # Eigenvalues debugging + if PRINT_EIGENVALUES: + yaml_info[obs] = {"Observable" : obs, "Correlation matrix" : yaml_info_obs} + + data_central_yaml = {'data_central': data_central} + kinematics_yaml = {'bins': kin} + uncertainties_yaml = {'definitions': error_definition, 'bins': error} + + with open(metadata['implemented_observables'][l]['data_central'], 'w') as file: + yaml.dump(data_central_yaml, file, sort_keys=False) + + with open(metadata['implemented_observables'][l]['kinematics']['file'], 'w') as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + with open(metadata['implemented_observables'][l]['data_uncertainties'], 'w') as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + if PRINT_EIGENVALUES: + with open('eigenvalues.yaml', 'w') as file: + yaml.dump(yaml_info, file, sort_keys=False) + exit(1) + + +processData() diff --git a/buildmaster/LHCB_Z0J_13TEV_2022/kinematics_dimuon_pT.yaml b/buildmaster/LHCB_Z0J_13TEV_2022/kinematics_dimuon_pT.yaml new file mode 100644 index 0000000000..84280ae270 --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/kinematics_dimuon_pT.yaml @@ -0,0 +1,113 @@ +bins: +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 0.0 + mid: null + max: 2.2 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 2.2 + mid: null + max: 3.4 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 3.4 + mid: null + max: 4.6 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 4.6 + mid: null + max: 5.8 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 5.8 + mid: null + max: 7.2 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 7.2 + mid: null + max: 8.7 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 8.7 + mid: null + max: 10.5 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 10.5 + mid: null + max: 12.8 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 12.8 + mid: null + max: 15.4 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 15.4 + mid: null + max: 19.0 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 19.0 + mid: null + max: 24.5 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 24.5 + mid: null + max: 34.0 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 34.0 + mid: null + max: 63.0 +- sqrt_s: + min: null + mid: 13 + max: null + pT: + min: 63.0 + mid: null + max: 270.0 diff --git a/buildmaster/LHCB_Z0J_13TEV_2022/metadata.yaml b/buildmaster/LHCB_Z0J_13TEV_2022/metadata.yaml new file mode 100644 index 0000000000..51d8c19d59 --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/metadata.yaml @@ -0,0 +1,75 @@ +setname: "LHCB_Z0J_13TEV_51FB" + +nnpdf_metadata: + nnpdf31_process: "DY NC" + experiment: "LHCb" + +arXiv: + url: "https://arxiv.org/abs/2112.07458" +iNSPIRE: + url: "https://inspirehep.net/literature/1990313" +hepdata: + url: "https://www.hepdata.net/record/ins1990313" + version: 2 + +version: 1 +version_comment: "First implementation of the data set in pT" + +implemented_observables: + # pT data + - observable: { description: "Differential cross-section of Z-->µµ as a function of Z-transverse momentum", + label: '$\frac{d\sigma}{dp_T^Z}$', + units: "[pb]"} + observable_name: DIMUON-PT + process_type: EWK_PT + ndata: 14 + tables: {stat: table_8, eff: table_11, data: table_15, sys: table_20} + kinematics: + variables: + pT: {description: "Z boson transverse momentum", label: "$p_T^Z$", units: "$GeV$"} + sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} + file: kinematics_dimuon_pT.yaml + data_central: data_dimuon_pT.yaml + data_uncertainties: uncertainties_dimuon_pT.yaml + kinematic_coverage: [pT, sqrts] + plotting: + kinematics_override: identity + x_scale: log + dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dp_T^Z}$' + plot_x: pT + figure_by: + - pT + theory: + FK_tables: + - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT + operation: 'null' + + +# pT-y^Z data + - observable: { description: "Double differential cross-section of Z-->µµ as a function of Z-transverse momentum and Z-rapidity", + label: '$\frac{d^2\sigma}{d p_T^Z y^Z}$', + units: "[pb]"} + observable_name: DIMUON-PT-Y + process_type: EWK_PTRAP + ndata: 70 + tables: {data: table_17 ,sys: table_22 ,stat: figure_13_(left) ,eff: figure_15_(left)} + kinematics: + variables: + pT: {description: "Z boson transverse momentum", label: "$p_T^Z$", units: "$GeV$"} + y: {description: "Z boson rapidity", label: "$y^Z$", units: ""} + sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} + file: kinematics_dimuon_pT_y.yaml + data_central: data_dimuon_pT_y.yaml + data_uncertainties: uncertainties_dimuon_pT_y.yaml + kinematic_coverage: [pT, y, sqrts] + plotting: + kinematics_override: identity + x_scale: log + dataset_label: 'LHCB Z 13 TeV: $\frac{d^2\sigma}{d p_T^Z y^Z}$' + plot_x: y + figure_by: + - y + theory: + FK_tables: + - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT + operation: 'null' diff --git a/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/figure_13_(left).yaml b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/figure_13_(left).yaml new file mode 100644 index 0000000000..a9af6e0124 --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/figure_13_(left).yaml @@ -0,0 +1,14724 @@ +dependent_variables: +- header: + name: Correlation coefficient + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 GeV/$\it{c}^{2}$ + - name: $p_{T}(\mu^{\pm})$ + value: $>20$ GeV/$\it{c}$ + - name: SQRT(S) + units: TeV + value: 13 + - name: LUMINOSITY + units: fb$^{-1}$ + value: 5.1 + values: + - value: 1.0 + 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regionis presented, using $pp$ collision data collected + by the LHCb detector, corresponding to an integrated luminosity of 5.1 fb$^{-1}$. + The production cross-section is measured using $Z\to \mu^+ \mu^-$ events within + the fiducial region defined as pseudorapidity $2.0<\eta<4.5$ and transverse momentum + $p_{T}>20$ GeV/$\it{c}$ for both muonsand dimuon invariant mass $60 \mu^{+} \mu^{-}$ cross-section + measurement. The total uncertainty is the quadratic sum of uncertainties from statistical, + systematic and luminosity contributions. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Integrated Cross Section +- name: observables + values: + - SIG +location: Data from Table 1 +name: Table 1 +--- +data_file: table_2.yaml +description: Final state radiation correction used in the $y^{Z}$ cross-section measurement. + The first uncertainty is statistical and the second is systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 2 +name: Table 2 +--- +data_file: table_3.yaml +description: Final state radiation correction used in the $p_{T}^{Z}$ cross-section + measurement. The first uncertainty is statistical and the second is systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 3 +name: Table 3 +--- +data_file: table_4.yaml +description: Final state radiation correction used in the $\phi_{\eta}^{*}$ cross-section + measurement. The first uncertainty is statistical and the second is systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 4 +name: Table 4 +--- +data_file: table_5.yaml +description: Final state radiation correction used in the $y^{Z}-p_{T}^{Z}$ cross-section + measurement. The first uncertainty is statistical and the second is systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Table 5 +name: Table 5 +--- +data_file: table_6.yaml +description: Final state radiation correction used in the $y^{Z}-\phi_{\eta}^{*}$ + cross-section measurement. The first uncertainty is statistical and the second is + systematic. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Table 6 +name: Table 6 +--- +data_file: table_7.yaml +description: Correlation matrix of statistical uncertainty for one-dimensional $y^Z$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 7 +name: Table 7 +--- +data_file: table_8.yaml +description: Correlation matrix of statistical uncertainty for one-dimensional $p_{T}^{Z}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 8 +name: Table 8 +--- +data_file: table_9.yaml +description: Correlation matrix of statistical uncertainty for one-dimensional $\phi_{\eta}^{*}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 9 +name: Table 9 +--- +data_file: figure_13_(left).yaml +description: Correlation matrix of statistical uncertainty for two-dimensional $y^Z-p_{T}^{Z}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Figure 13 (left) +name: Figure 13 (left) +--- +data_file: figure_13_(right).yaml +description: Correlation matrix of statistical uncertainty for two-dimensional $y^Z-\phi_{\eta}^{*}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Figure 13 (right) +name: Figure 13 (right) +--- +data_file: table_10.yaml +description: Correlation matrix of efficiency uncertainty for one-dimensional $y^Z$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 10 +name: Table 10 +--- +data_file: table_11.yaml +description: Correlation matrix of efficiency uncertainty for one-dimensional $p_{T}^{Z}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 11 +name: Table 11 +--- +data_file: table_12.yaml +description: Correlation matrix of efficiency uncertainty for one-dimensional $\phi_{\eta}^{*}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 12 +name: Table 12 +--- +data_file: figure_15_(left).yaml +description: Correlation matrix of efficiency uncertainty for two-dimensional $y^Z-p_{T}^{Z}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Figure 15 (left) +name: Figure 15 (left) +--- +data_file: figure_15_(right).yaml +description: Correlation matrix of efficiency uncertainty for two-dimensional $y^Z-\phi_{\eta}^{*}$ + measurement. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Figure 15 (right) +name: Figure 15 (right) +--- +data_file: table_13.yaml +description: Measured total $Z$-boson cross-section for different datasets. The first + uncertainty is statistical, the second systematic, and the third is due to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Integrated Cross Section +- name: observables + values: + - SIG +location: Data from Table 13 +name: Table 13 +--- +data_file: table_14.yaml +description: Measured single differential cross-sections in interval regions of $y^{Z}$. + The first uncertainty is statistical, the second systematic, and the third is due + to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 14 +name: Table 14 +--- +data_file: table_15.yaml +description: Measured single differential cross-sections in interval regions of $p_{T}^{Z}$. + The first uncertainty is statistical, the second systematic, and the third is due + to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 15 +name: Table 15 +--- +data_file: table_16.yaml +description: Measured single differential cross-sections in interval regions of $\phi_{\eta}^{*}$. + The first uncertainty is statistical, the second systematic, and the third is due + to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 16 +name: Table 16 +--- +data_file: table_17.yaml +description: Measured double differential cross-sections in interval regions of $y^{Z}$ + and $p_{T}^{Z}$. The first uncertainty is statistical, the second systematic, and + the third is due to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Table 17 +name: Table 17 +--- +data_file: table_18.yaml +description: Measured double differential cross-sections in interval regions of $y^{Z}$ + and $\phi_{\eta}^{*}$. The first uncertainty is statistical, the second systematic, + and the third is due to the luminosity. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Table 18 +name: Table 18 +--- +data_file: table_19.yaml +description: Systematic uncertainties in the single differential cross-sections in + interval regions of $y^{Z}$, presented in percentage. The contributions from efficiency + (Eff), background (BKG), final state radiation (FSR), closure test (Closure), and + alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Rapidity Dependence + - Single Differential Cross Section +- name: observables + values: + - DSIG/DYRAP +location: Data from Table 19 +name: Table 19 +--- +data_file: table_20.yaml +description: Systematic uncertainties in the single differential cross-sections in + interval regions of $p_{T}^{Z}$, presented in percentage. The contributions from + efficiency (Eff), background (BKG), final state radiation (FSR), closure test (Closure), + and alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Transverse Momentum Dependence +- name: observables + values: + - DSIG/DPT +location: Data from Table 20 +name: Table 20 +--- +data_file: table_21.yaml +description: Systematic uncertainties in the single differential cross-sections in + interval regions of $\phi_{\eta}^{*}$, presented in percentage. The contributions + from efficiency (Eff), background (BKG), final state radiation (FSR), closure test + (Closure), and alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Single Differential Cross Section + - Azymuthal Angular Dependence +- name: observables + values: + - DSIG/DPHI +location: Data from Table 21 +name: Table 21 +--- +data_file: table_22.yaml +description: Systematic uncertainties in the double differential cross-sections in + interval regions of $y^{Z}$ and $p_{T}^{Z}$, presented in percentage. The contributions + from efficiency (Eff), background (BKG), final state radiation (FSR), closure test + (Closure), and alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Transverse Momentum Dependence +- name: observables + values: + - D2SIG/DYRAP/DPT +location: Data from Table 22 +name: Table 22 +--- +data_file: table_23.yaml +description: Systematic uncertainties in the double differential cross-sections in + interval regions of $y^{Z}$ and $\phi_{\eta}^{*}$, presented in percentage. The + contributions from efficiency (Eff), background (BKG), final state radiation (FSR), + closure test (Closure), and alignment and calibration (Alignment) are shown. +keywords: +- name: cmenergies + values: + - 13000 +- name: reactions + values: + - P P --> Z0 X +- name: phrases + values: + - Cross Section + - Di-Muon Production + - Z Production + - Double Differential Cross Section + - Rapidity Dependence + - Azymuthal Angular Dependence +- name: observables + values: + - D2SIG/DYRAP/DPHI +location: Data from Table 23 +name: Table 23 diff --git a/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_1.yaml b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_1.yaml new file mode 100644 index 0000000000..7ffbfb0fb1 --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_1.yaml @@ -0,0 +1,39 @@ +dependent_variables: +- header: + name: $\Delta\sigma/\sigma$ [%] + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 GeV/$\it{c}^{2}$ + - name: $p_{T}(\mu^{\pm})$ + value: $>20$ GeV/$\it{c}$ + - name: SQRT(S) + units: TeV + value: 13 + - name: LUMINOSITY + units: fb$^{-1}$ + value: 5.1 + values: + - value: 0.11 + - value: 0.06 + - value: 0.0 + - value: 0.77 + - value: 0.23 + - value: 0.15 + - value: 0.82 + - value: 2.0 + - value: 2.16 +independent_variables: +- header: + name: Source + values: + - value: Statistical + - value: Background + - value: Alignment&calibration + - value: Efficiency + - value: Closure + - value: FSR + - value: Total Systematic (excl. lumi.) + - value: Luminosity + - value: Total diff --git a/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_10.yaml b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_10.yaml new file mode 100644 index 0000000000..5433878d72 --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_10.yaml @@ -0,0 +1,996 @@ +dependent_variables: +- header: + name: Correlation coefficient + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 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0000000000..32d0305c5f --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_13.yaml @@ -0,0 +1,58 @@ +dependent_variables: +- header: + name: $\sigma(Z -> \mu^+ \mu^-)$ + units: pb + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 GeV/$\it{c}^{2}$ + - name: $p_{T}(\mu^{\pm})$ + value: $>20$ GeV/$\it{c}$ + - name: SQRT(S) + units: TeV + value: 13 + - name: LUMINOSITY + units: fb$^{-1}$ + value: 5.1 + values: + - errors: + - label: (Stat.) + symerror: 0.4 + - label: (Syst.) + symerror: 2.0 + - label: (Lumi.) + symerror: 3.9 + value: 195.0 + - errors: + - label: (Stat.) + symerror: 0.4 + - label: (Syst.) + symerror: 1.9 + - label: (Lumi.) + symerror: 3.9 + value: 197.0 + - errors: + - label: (Stat.) + symerror: 0.4 + - label: (Syst.) + symerror: 1.9 + - label: (Lumi.) + symerror: 3.9 + value: 197.3 + - errors: + - label: (Stat.) + symerror: 0.2 + - label: (Syst.) + symerror: 1.6 + - label: (Lumi.) + symerror: 3.9 + value: 196.4 +independent_variables: +- header: + name: Year + values: + - value: '2016' + - value: '2017' + - value: '2018' + - value: Run II diff --git a/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_14.yaml b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_14.yaml new file mode 100644 index 0000000000..675b70fb0d --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_14.yaml @@ -0,0 +1,202 @@ +dependent_variables: +- header: + name: $d\sigma(Z -> \mu^+\mu^-)/dy^{Z}$ + units: pb + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 GeV/$\it{c}^{2}$ + - name: $p_{T}(\mu^{\pm})$ + value: $>20$ GeV/$\it{c}$ + - name: SQRT(S) + units: TeV + value: 13 + - name: LUMINOSITY + units: fb$^{-1}$ + value: 5.1 + values: + - errors: + - label: (Stat.) + symerror: 0.2 + - label: (Syst.) + symerror: 0.2 + - label: (Lumi.) + symerror: 0.3 + value: 12.8 + - errors: + - label: (Stat.) + symerror: 0.3 + - label: (Syst.) + symerror: 0.4 + - label: (Lumi.) + 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b/buildmaster/LHCB_Z0J_13TEV_2022/rawdata/table_19.yaml @@ -0,0 +1,159 @@ +dependent_variables: +- header: + name: Eff(%) + qualifiers: + - name: $\eta(\mu^{\pm})$ + value: 2.0-4.5 + - name: $M_{\mu\mu}$ + value: 60-120 GeV/$\it{c}^{2}$ + - name: $p_{T}(\mu^{\pm})$ + value: $>20$ GeV/$\it{c}$ + - name: SQRT(S) + units: TeV + value: 13 + - name: LUMINOSITY + units: fb$^{-1}$ + value: 5.1 + values: + - value: 0.7 + - value: 0.68 + - value: 0.66 + - value: 0.65 + - value: 0.65 + - value: 0.65 + - value: 0.65 + - value: 0.64 + - value: 0.64 + - value: 0.65 + - value: 0.65 + - value: 0.65 + - value: 0.65 + - value: 0.66 + - value: 0.67 + - value: 0.68 + - value: 0.7 + - value: 0.78 +- header: + name: BKG(%) + values: + - value: 0.36 + - value: 0.28 + - value: 0.28 + - value: 0.27 + - value: 0.22 + - value: 0.19 + - value: 0.18 + - value: 0.14 + - value: 0.15 + - value: 0.11 + - value: 0.11 + - value: 0.07 + - value: 0.07 + - value: 0.1 + - value: 0.09 + - value: 0.09 + - value: 0.09 + - 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+ - value: 2 + - value: 3 + - value: 4 + - value: 5 + - value: 6 + - value: 7 + - value: 8 + - value: 9 + - value: 10 + - value: 11 + - value: 12 + - value: 13 + - value: 14 + - value: 15 + - value: 1 + - value: 2 + - value: 3 + - value: 4 + - value: 5 + - value: 6 + - value: 7 + - value: 8 + - value: 9 + - value: 10 + - value: 11 + - value: 12 + - value: 13 + - value: 14 + - value: 15 diff --git a/buildmaster/LHCB_Z0J_13TEV_2022/uncertainties_dimuon_pT.yaml b/buildmaster/LHCB_Z0J_13TEV_2022/uncertainties_dimuon_pT.yaml new file mode 100644 index 0000000000..0e9c8c15ac --- /dev/null +++ b/buildmaster/LHCB_Z0J_13TEV_2022/uncertainties_dimuon_pT.yaml @@ -0,0 +1,616 @@ +definitions: + Statistical_uncertainty: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Luminosity: + description: Systematic uncertainty from the luminosity. + treatment: ADD + type: LHCB_LUM + Efficiency: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Background_uncorrelated: + description: Background contributions from heavy flavours, misidentified hadrons + and physics processes.(uncorrelated) + treatment: MULT + type: UNCORR + Background_correlated: + description: Background contributions from heavy flavours, misidentified hadrons + and physics processes.(correlated) + treatment: MULT + type: CORR + Final_state_radiation_uncorrelated: + description: Correlated uncertainties from final state radiation corrections.(uncorrelated) + treatment: MULT + type: UNCORR + Final_state_radiation_correlated: + description: Correlated uncertainties from final state radiation corrections.(correlated) + treatment: MULT + type: CORR + Closure_uncorrelated: + description: Correlated uncertainties from closure test.(uncorrelated) + treatment: MULT + type: UNCORR + Closure_correlated: + description: Correlated uncertainties from closure test.(correlated) + treatment: MULT + type: CORR + Alignment_uncorrelated: + description: Correlated uncertainties from detector alignment and momentum scale + calibration.(uncorrelated) + treatment: MULT + type: UNCORR + Alignment_correlated: + description: Correlated uncertainties from detector alignment and momentum scale + calibration.(correlated) + treatment: MULT + type: CORR + Unfold: + description: Correlated uncertainties due to unfolding corrections applied only + to pT. + treatment: MULT + type: UNCORR +bins: +- Statistical_uncertainty: + - 0.004558592429386197 + - 0.00635279736864509 + - 0.005185330094156103 + - 0.004725777479015956 + - 0.0011999059207537452 + - 0.0002037747738021259 + - -0.028074119885969542 + - -5.54374020094387e-05 + - 1.929407697776092e-07 + - 7.723501989124826e-07 + - -3.091715609481012e-08 + - -2.5384840014483115e-09 + - -4.347024666130148e-12 + - -3.0155542744493154e-16 + Luminosity: 0.11 + Efficiency: + - -0.8083088859980516 + - 0.04521144876951002 + - 0.0131390693069447 + - 0.02154395636207671 + - 0.003782640375100442 + - 6.538096457197633e-05 + - -0.0018539355422540317 + - -0.005531264857635198 + - -0.0001809564289499007 + - -0.0014407312464182497 + - -0.000611798113705061 + - 0.0020175212139740216 + - 0.0009366289764558373 + - -0.00034277338891398077 + Background_uncorrelated: 0.20152543263816608 + Background_correlated: 0.20152543263816608 + Final_state_radiation_uncorrelated: 0.967322076663197 + Final_state_radiation_correlated: 0.967322076663197 + Closure_uncorrelated: 2.0152543263816605 + Closure_correlated: 2.0152543263816605 + Alignment_uncorrelated: 4.433559518039654 + Alignment_correlated: 4.433559518039654 + Unfold: 1.197 +- Statistical_uncertainty: + - 0.02964107288116631 + - 0.03265911299341553 + - 0.018116517161291784 + - 0.013623238309892465 + - 0.0016999020868603764 + - 9.574996118154905e-05 + - 0.0061715550925234754 + - 3.731421378936821e-05 + - 1.0277105412093933e-06 + - -4.524239206038606e-09 + - 7.953530005405848e-08 + - 9.115315672553139e-09 + - 1.6815574722472447e-11 + - 1.1703155103603129e-15 + Luminosity: 0.22 + Efficiency: + - -0.8280657380165783 + - 0.05488533115114922 + - -0.001155230340851906 + - -0.009340094082834352 + - 0.005460722698162775 + - 0.005162312819346266 + - -0.0036334326458356326 + - -0.0017148291566863882 + - 0.0007490357040311358 + - -0.002270773873932215 + - 0.0026678969306084014 + - 0.000754853153882223 + - -0.002698486348381014 + - 0.0035866168810026623 + Background_uncorrelated: 0.6262137654188066 + Background_correlated: 0.6262137654188066 + Final_state_radiation_uncorrelated: 5.244540285382505 + Final_state_radiation_correlated: 5.244540285382505 + Closure_uncorrelated: 1.4089809721923146 + Closure_correlated: 1.4089809721923146 + Alignment_uncorrelated: 6.4186910955427665 + Alignment_correlated: 6.4186910955427665 + Unfold: 3.6531000000000002 +- Statistical_uncertainty: + - 0.038899573769465415 + - 0.004789804644830368 + - -0.020867658080595538 + - -0.022373239724438724 + - -0.0049481982936888545 + - -0.0004302961293107833 + - -0.0017830284089124452 + - -0.00010444860655919565 + - -1.050875838479406e-06 + - -6.683204914786497e-07 + - -2.6649791418981557e-09 + - -2.1527942599184096e-08 + - -5.106952387920368e-11 + - -3.606363500266666e-15 + Luminosity: 0.23 + Efficiency: + - -0.7683419335826438 + - 0.04964630987091172 + - -0.002925385384701863 + - -8.702614229019373e-06 + - -0.0007704158596832827 + - -0.006463369320192668 + - -0.0023109148698613733 + - -0.0011342737575797642 + - -0.0013063828097473122 + - 0.002146637123274506 + - 0.0007673258166428913 + - 0.0002738879148038305 + - -0.004269659495309624 + - 0.0017762287447747234 + Background_uncorrelated: 0.5662511103741873 + Background_correlated: 0.5662511103741873 + Final_state_radiation_uncorrelated: 4.125543804154793 + Final_state_radiation_correlated: 4.125543804154793 + Closure_uncorrelated: 3.6401857095483465 + Closure_correlated: 3.6401857095483465 + Alignment_uncorrelated: 6.22876221411606 + Alignment_correlated: 6.22876221411606 + Unfold: 5.8344 +- Statistical_uncertainty: + - 0.030264620533085308 + - -0.033723092086143026 + - -1.5349252494360467e-05 + - 0.017874013797384822 + - 0.011180162893410967 + - 0.0013688363281481619 + - 0.0005453229305813198 + - 0.0003975489219441154 + - 4.354092394927673e-06 + - 1.6986689136318899e-06 + - 7.169567228916004e-08 + - 7.347003020866708e-09 + - 3.275077618511302e-12 + - 1.6262049793002531e-16 + Luminosity: 0.23 + Efficiency: + - -0.7983138374807233 + - 0.04760099115886182 + - 0.013443286102785926 + - -0.01369478814296099 + - 0.0018994870876054475 + - -0.0032683268726077562 + - 0.0007117819247470534 + - -0.003889744020043733 + - -0.0008019202258447762 + - -0.00067804349895607 + - 0.002398310617205891 + - -0.0018403089669637356 + - 0.00426107261004694 + - -0.001602629229894157 + Background_uncorrelated: 0.6380931593427405 + Background_correlated: 0.6380931593427405 + Final_state_radiation_uncorrelated: 1.435709608521166 + Final_state_radiation_correlated: 1.435709608521166 + Closure_uncorrelated: 2.4726109924531197 + Closure_correlated: 2.4726109924531197 + Alignment_uncorrelated: 6.85950146293446 + Alignment_correlated: 6.85950146293446 + Unfold: 5.1888 +- Statistical_uncertainty: + - 0.008905614930091343 + - -0.01660441321811774 + - 0.021743616627007446 + - -0.00430860831544183 + - -0.0269960915255488 + - -0.004647089877103755 + - -0.0002569058896180564 + - -0.0017842446202120741 + - -2.154025563206819e-05 + - -1.0922248605281799e-05 + - -1.4806373858279857e-09 + - 8.289451404040114e-09 + - 9.29325787769696e-11 + - 6.967512933720243e-15 + Luminosity: 0.2 + Efficiency: + - -0.7787835270983532 + - 0.03991760697872252 + - -0.0034155889434568628 + - 0.00332967892511601 + - -0.008135934018597808 + - -0.0103895709690587 + - 0.009574891469812472 + - 0.0010810279628349652 + - 0.0006484223485932943 + - -0.0011771553326059279 + - -0.000155873287290295 + - -0.002772896362431464 + - -0.00021337307894351746 + - 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0.15 + Efficiency: + - -0.7893434419229094 + - 0.028313075565148144 + - 0.0065232433223783555 + - 0.00199772948623732 + - -0.005468379927291569 + - 0.006959886046532157 + - -0.004920092580329158 + - 0.006228714904914105 + - -0.0003269528489724479 + - -0.001188187633709017 + - -0.0025647415540529604 + - -0.00564997311684016 + - -0.0013378822030119728 + - -0.002366582631210107 + Background_uncorrelated: 0.4932069798776169 + Background_correlated: 0.4932069798776169 + Final_state_radiation_uncorrelated: 2.7948395526398295 + Final_state_radiation_correlated: 2.7948395526398295 + Closure_uncorrelated: 1.3152186130069783 + Closure_correlated: 1.3152186130069783 + Alignment_uncorrelated: 3.2332457569754887 + Alignment_correlated: 3.2332457569754887 + Unfold: 2.48 +- Statistical_uncertainty: + - 4.818184651701829e-05 + - -0.00014720284398588926 + - 0.0010310135458158332 + - -0.0014708913400625664 + - 0.004308098947984354 + - -0.02474827731463312 + - -0.00010976918070739071 + - 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4.347863216946676e-06 + - -9.168014172277141e-06 + - 6.834489177212645e-05 + - -0.00010050529074668107 + - 0.0003879875491634156 + - -0.0029364823328892993 + - -1.8002643380471157e-05 + - 0.003123684659292949 + - -0.013673099037840518 + - -0.013946171374678578 + - -6.777187296399875e-05 + - -2.364971255145856e-06 + - -2.559751472692302e-10 + - 4.256769942551788e-15 + Luminosity: 0.1 + Efficiency: + - -0.7697247706739911 + - 0.012589881187387427 + - -0.006033607347009435 + - -0.0013905404919376434 + - -0.002048901380139522 + - 0.009153409504499268 + - 0.009322570040709393 + - 0.004869084015798396 + - -0.0007528543548562363 + - -0.0005869515366459656 + - -0.0003843732596469172 + - 0.005208859069285222 + - 0.0003763216641306505 + - 1.4592969149265026e-05 + Background_uncorrelated: 0.4013538090014844 + Background_correlated: 0.4013538090014844 + Final_state_radiation_uncorrelated: 1.3135215567321308 + Final_state_radiation_correlated: 1.3135215567321308 + Closure_uncorrelated: 0.8027076180029687 + Closure_correlated: 0.8027076180029687 + Alignment_uncorrelated: 1.5689285260967116 + Alignment_correlated: 1.5689285260967116 + Unfold: 1.032 +- Statistical_uncertainty: + - 2.13148697190124e-06 + - -9.62759934727998e-07 + - 6.915318673303332e-06 + - -8.272760685588971e-06 + - 3.305711072900163e-05 + - -0.0002854369268947398 + - -1.326173475114932e-06 + - 0.0004628109293477399 + - -0.015653110267106536 + - 0.0124267865292239 + - 0.0005077980345141581 + - 1.9293030560096476e-05 + - 2.8441464379354166e-08 + - 1.9769425810006736e-12 + Luminosity: 0.08 + Efficiency: + - -0.7698596086078823 + - 0.0007454300765481304 + - -0.006497237289232156 + - 0.003270863944295499 + - 0.0010965437252839847 + - 0.009865646136503639 + - 0.003221614681127679 + - -0.004522344553491411 + - 0.00034673562602191137 + - 0.0030630836566734824 + - 2.4970566769468983e-05 + - -0.00389810943730324 + - 0.001677414659656155 + - 0.002416326509771577 + Background_uncorrelated: 0.3419568393818144 + Background_correlated: 0.3419568393818144 + Final_state_radiation_uncorrelated: 1.481812970654529 + Final_state_radiation_correlated: 1.481812970654529 + Closure_uncorrelated: 1.2253453411181683 + Closure_correlated: 1.2253453411181683 + Alignment_uncorrelated: 1.0258705181454433 + Alignment_correlated: 1.0258705181454433 + Unfold: 0.3627 +- Statistical_uncertainty: + - 5.414920353606815e-07 + - -8.945318774112891e-08 + - 5.592371853469523e-07 + - -2.0081258809837523e-07 + - 1.0931346761839279e-06 + - -7.189443991670398e-06 + - 1.326508824417429e-07 + - 1.2811321346061685e-05 + - -0.0007047366210342642 + - 0.0007305064856784008 + - -0.009937409896442907 + - -0.0004662328892148904 + - -5.723297468401714e-07 + - -3.869156980163218e-11 + Luminosity: 0.06 + Efficiency: + - -0.7696159479067276 + - -0.018179884172743074 + - -0.012416176322460799 + - 0.0038095589503673454 + - -0.0033912365008456177 + - -8.97706203861456e-05 + - -0.0014336584746549226 + - 0.0006533952485740918 + - 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-0.7682877083818773 + - -0.04520058463568184 + - -0.01835007911337622 + - -0.003817359710827482 + - -0.011924914240574735 + - -0.0008911758558716056 + - -0.007480225059531727 + - -0.004115029524257743 + - 7.987985908757184e-05 + - -0.0003248217984054882 + - -0.003337229577213784 + - 0.0028282250232295678 + - 0.0019303959897832136 + - 0.0008645077250441389 + Background_uncorrelated: 0.10035259438599485 + Background_correlated: 0.10035259438599485 + Final_state_radiation_uncorrelated: 0.17561704017549098 + Final_state_radiation_correlated: 0.17561704017549098 + Closure_uncorrelated: 0.5268511205264729 + Closure_correlated: 0.5268511205264729 + Alignment_uncorrelated: 0.3010577831579845 + Alignment_correlated: 0.3010577831579845 + Unfold: 0.1774 +- Statistical_uncertainty: + - 2.1554454052849838e-10 + - -9.032953208983173e-10 + - 6.850654023218481e-09 + - -9.477325430043306e-09 + - 2.064296421421314e-08 + - -6.138696799886423e-08 + - 6.5322020738734006e-12 + - -3.5632788148457345e-08 + - -9.213530722020195e-08 + - 5.286346507565539e-08 + - -2.8639349179486034e-06 + - 5.991336518539957e-05 + - -0.0019991003341345874 + - -1.5403463262605058e-07 + Luminosity: 0.013 + Efficiency: + - -0.7532116078659552 + - -0.09649332274012615 + - -0.027585682122644645 + - 0.002148711498138137 + - 0.012704590427790376 + - -0.004362455255635724 + - -0.00020614817689623404 + - 0.002819574138737757 + - -0.0003268397647542924 + - -0.0009571836832307475 + - -0.0012764370751949155 + - -0.0019439403767838113 + - 0.0009274955540931109 + - -6.344647569602852e-05 + Background_uncorrelated: 0.03336129793638132 + Background_correlated: 0.03336129793638132 + Final_state_radiation_uncorrelated: 0.0619566961675653 + Final_state_radiation_correlated: 0.0619566961675653 + Closure_uncorrelated: 0.3431447787742078 + Closure_correlated: 0.3431447787742078 + Alignment_uncorrelated: 0.06672259587276264 + Alignment_correlated: 0.06672259587276264 + Unfold: 0.020220000000000002 +- Statistical_uncertainty: + - 1.9246948768867745e-16 + - -1.0650368093204378e-15 + - 1.094226098022571e-14 + - -1.7072279102424965e-14 + - 5.052536573494471e-14 + - -1.8798145636020902e-13 + - 2.399198033459067e-17 + - -1.4641517149154843e-13 + - -6.411599211105211e-13 + - 4.566000359844371e-13 + - -8.779288102814806e-11 + - 3.746530914452781e-09 + - -1.5398033015644414e-06 + - 0.00019999407239152937 + Luminosity: 0.0007 + Efficiency: + - -0.7415817573762584 + - -0.2055822956117531 + - 0.026115015155519655 + - -0.001403133725408402 + - -0.001681019943457174 + - -0.0001822066787814464 + - 0.0013248934143389257 + - -0.0005975244310985503 + - -4.6456581584906865e-06 + - -2.6288607493395144e-05 + - 0.0007973509255727899 + - 0.00015211981635994228 + - -0.0013465922193927379 + - 0.0010048479353327376 + Background_uncorrelated: 0.0028079210280917803 + Background_correlated: 0.0028079210280917803 + Final_state_radiation_uncorrelated: 0.009444825276308716 + Final_state_radiation_correlated: 0.009444825276308716 + Closure_uncorrelated: 0.013784339592450559 + Closure_correlated: 0.013784339592450559 + Alignment_uncorrelated: 0.006892169796225279 + Alignment_correlated: 0.006892169796225279 + Unfold: 0.002166 From 6f5b95c24d0cbcdeae21f16889fb6b1e4f218249 Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 18 Mar 2024 09:08:21 +0000 Subject: [PATCH 11/21] Moving set from buildmaster to validphys/datafiles/new_commondata --- .../new_commondata}/LHCB_Z0J_13TEV_2022/data_dimuon_pT.yaml | 0 .../datafiles/new_commondata}/LHCB_Z0J_13TEV_2022/filter.py | 0 .../new_commondata}/LHCB_Z0J_13TEV_2022/kinematics_dimuon_pT.yaml | 0 .../datafiles/new_commondata}/LHCB_Z0J_13TEV_2022/metadata.yaml | 0 .../LHCB_Z0J_13TEV_2022/rawdata/figure_13_(left).yaml | 0 .../LHCB_Z0J_13TEV_2022/rawdata/figure_13_(right).yaml | 0 .../LHCB_Z0J_13TEV_2022/rawdata/figure_15_(left).yaml | 0 .../LHCB_Z0J_13TEV_2022/rawdata/figure_15_(right).yaml | 0 .../new_commondata}/LHCB_Z0J_13TEV_2022/rawdata/submission.yaml | 0 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.../new_commondata}/LHCB_Z0J_13TEV_2022/rawdata/table_23.yaml | 0 .../new_commondata}/LHCB_Z0J_13TEV_2022/rawdata/table_3.yaml | 0 .../new_commondata}/LHCB_Z0J_13TEV_2022/rawdata/table_4.yaml | 0 .../new_commondata}/LHCB_Z0J_13TEV_2022/rawdata/table_5.yaml | 0 .../new_commondata}/LHCB_Z0J_13TEV_2022/rawdata/table_6.yaml | 0 .../new_commondata}/LHCB_Z0J_13TEV_2022/rawdata/table_7.yaml | 0 .../new_commondata}/LHCB_Z0J_13TEV_2022/rawdata/table_8.yaml | 0 .../new_commondata}/LHCB_Z0J_13TEV_2022/rawdata/table_9.yaml | 0 .../LHCB_Z0J_13TEV_2022/uncertainties_dimuon_pT.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/data_dimuon_y.yaml | 0 .../datafiles/new_commondata}/LHCB_Z0_13TEV_2022/eigenvalues.yaml | 0 .../datafiles/new_commondata}/LHCB_Z0_13TEV_2022/filter.py | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml | 0 .../datafiles/new_commondata}/LHCB_Z0_13TEV_2022/metadata.yaml | 0 .../LHCB_Z0_13TEV_2022/rawdata/figure_13_(left).yaml | 0 .../LHCB_Z0_13TEV_2022/rawdata/figure_13_(right).yaml | 0 .../LHCB_Z0_13TEV_2022/rawdata/figure_15_(left).yaml | 0 .../LHCB_Z0_13TEV_2022/rawdata/figure_15_(right).yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/submission.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_1.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_10.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_11.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_12.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_13.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_14.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_15.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_16.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_17.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_18.yaml | 0 .../new_commondata}/LHCB_Z0_13TEV_2022/rawdata/table_19.yaml | 0 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b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_2.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_2.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_2.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_20.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_20.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_20.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_20.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_21.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_21.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_21.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_21.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_22.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_22.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_22.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_22.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_23.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_23.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_23.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_23.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_3.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_3.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_3.yaml rename to 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buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_6.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_6.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_7.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_7.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_7.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_7.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_8.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_8.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_8.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_8.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_9.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_9.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/rawdata/table_9.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/rawdata/table_9.yaml diff --git a/buildmaster/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml similarity index 100% rename from buildmaster/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml rename to validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml From 4336a4c6594379e75685dd18f886d9632cd9bb16 Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 18 Mar 2024 10:52:22 +0000 Subject: [PATCH 12/21] Added process type for y_Z --- validphys2/src/validphys/process_options.py | 1 + 1 file changed, 1 insertion(+) diff --git a/validphys2/src/validphys/process_options.py b/validphys2/src/validphys/process_options.py index fea8aee6da..dafe4baf89 100644 --- a/validphys2/src/validphys/process_options.py +++ b/validphys2/src/validphys/process_options.py @@ -252,6 +252,7 @@ def _displusjet_xq2map(kin_dict): "HQP_PTQ": HQP_PTQ, "HERAJET": HERAJET, "HERADIJET": dataclasses.replace(HERAJET, name="HERADIJET", description="DIS + jj production"), + "DY_Z_Y" : dataclasses.replace(DY_W_ETA, name="DY_Z_Y", description="DY Z -> ll rapidity") } From b553d9d30a3c1aeb23fe8e26c53b45b22e1f5fcc Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 18 Mar 2024 11:02:52 +0000 Subject: [PATCH 13/21] Added m_Z2 and corrected filter.py --- .../LHCB_Z0_13TEV_2022/filter.py | 30 +-- .../kinematics_dimuon_y.yaml | 186 ++++++++++++------ .../LHCB_Z0_13TEV_2022/metadata.yaml | 5 +- 3 files changed, 138 insertions(+), 83 deletions(-) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py index 3029f82e3b..0bdbeed176 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py @@ -232,31 +232,13 @@ def processData(): sqrt_s_index = return_index(data_kin2['qualifiers'] ,"SQRT(S)") sqrt_s = data_kin2['qualifiers'][sqrt_s_index]['value'] - # Check if single or double distribution. - # For single distributions, the table is made of + # Single distributions: the table is made of # one single list, containing the bins for the single - # kinematic variable. - # For double distributions, the are multiple lists - # such that, each accounting for a different binning - # in the second kinematic variable. - if len(data[obs]['dependent_variables']) > 1: - # Find the position of the second kinematic variable (kin2) in each list - kin2_index = return_index(data_kin2['qualifiers'] ,"$y^Z$") - kin2_int = data_kin2['qualifiers'][kin2_index]['value'] - - # Find min and mac value for kin2 in the bin - separator = data_kin2['qualifiers'][kin2_index]['value'].find('-') - kin2_min = float(kin2_int[:separator]) - kin2_max = float(kin2_int[separator+1:]) - - # Store all kinematic into a single dict - kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, - 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}, - 'yZ': {'min': kin2_min, 'mid': None, 'max': kin2_max}} - - elif len(data[obs]['dependent_variables']) == 1: - kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, - 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}} + # kinematic variable + kin_value = {'yZ': {'min': kin1_min, 'mid': 0.5*(kin1_min + kin1_max), 'max': kin1_max}, + 'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, + 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None} + } kin.append(kin_value) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml index 8da7df8778..ea93c6e9a1 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml @@ -1,145 +1,217 @@ bins: -- sqrt_s: - min: null - mid: 13 - max: null - pT: +- yZ: min: 2.0 - mid: null + mid: 2.0625 max: 2.125 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 2.125 - mid: null + mid: 2.1875 max: 2.25 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 2.25 - mid: null + mid: 2.3125 max: 2.375 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 2.375 - mid: null + mid: 2.4375 max: 2.5 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 2.5 - mid: null + mid: 2.5625 max: 2.625 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 2.625 - mid: null + mid: 2.6875 max: 2.75 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 2.75 - mid: null + mid: 2.8125 max: 2.875 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 2.875 - mid: null + mid: 2.9375 max: 3.0 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 3.0 - mid: null + mid: 3.0625 max: 3.125 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 3.125 - mid: null + mid: 3.1875 max: 3.25 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 3.25 - mid: null + mid: 3.3125 max: 3.375 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 3.375 - mid: null + mid: 3.4375 max: 3.5 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 3.5 - mid: null + mid: 3.5625 max: 3.625 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 3.625 - mid: null + mid: 3.6875 max: 3.75 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 3.75 - mid: null + mid: 3.8125 max: 3.875 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 3.875 - mid: null + mid: 3.9375 max: 4.0 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 4.0 - mid: null + mid: 4.125 max: 4.25 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- yZ: min: 4.25 - mid: null + mid: 4.375 max: 4.5 + sqrt_s: + min: null + mid: 13 + max: null + m_Z2: + min: null + mid: 8317.44 + max: null diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml index aeff5a79ac..e66a87dac9 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml @@ -21,17 +21,18 @@ implemented_observables: label: '$\frac{d\sigma}{dy^Z}$', units: "[pb]"} observable_name: DIMUON-Y - process_type: EWK_RAP + process_type: DY_Z_Y ndata: 18 tables: {data: table_14, sys: table_19, stat: table_7, eff: table_10} kinematics: variables: y: {description: "Z boson rapidity", label: "$y^Z$", units: ""} + m_Z2: {description: "Z boson mass squared" , label: '$M_Z^2$', units: "GeV"} sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_dimuon_y.yaml data_central: data_dimuon_y.yaml data_uncertainties: uncertainties_dimuon_y.yaml - kinematic_coverage: [y, sqrts] + kinematic_coverage: [y, m_Z2, sqrts] plotting: kinematics_override: identity x_scale: log From 395cbdc277d04cb462e993ffd40e5bd6db1fbf00 Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 18 Mar 2024 11:44:01 +0000 Subject: [PATCH 14/21] Added m_Z2 to kin variables + corrected process type --- .../LHCB_Z0J_13TEV_2022/filter.py | 14 +- .../kinematics_dimuon_pT.yaml | 146 ++++++++++++------ .../LHCB_Z0J_13TEV_2022/metadata.yaml | 10 +- 3 files changed, 116 insertions(+), 54 deletions(-) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/filter.py b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/filter.py index 52cba4ace3..412fbc5d7b 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/filter.py +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/filter.py @@ -250,13 +250,17 @@ def processData(): kin2_max = float(kin2_int[separator+1:]) # Store all kinematic into a single dict - kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, - 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}, - 'yZ': {'min': kin2_min, 'mid': None, 'max': kin2_max}} + kin_value = {'pT': {'min': kin1_min, 'mid': 0.5*(kin1_min+kin1_max), 'max': kin1_max}, + 'yZ': {'min': kin2_min, 'mid': 0.5*(kin2_min+kin2_max), 'max': kin2_max}, + 'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, + 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None} + } elif len(data[obs]['dependent_variables']) == 1: - kin_value = {'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, - 'pT': {'min': kin1_min, 'mid': None, 'max': kin1_max}} + kin_value = {'pT': {'min': kin1_min, 'mid': 0.5*(kin1_min+kin1_max), 'max': kin1_max}, + 'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, + 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None} + } kin.append(kin_value) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/kinematics_dimuon_pT.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/kinematics_dimuon_pT.yaml index 84280ae270..5890b80174 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/kinematics_dimuon_pT.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/kinematics_dimuon_pT.yaml @@ -1,113 +1,169 @@ bins: -- sqrt_s: - min: null - mid: 13 - max: null - pT: +- pT: min: 0.0 - mid: null + mid: 1.1 max: 2.2 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 2.2 - mid: null + mid: 2.8 max: 3.4 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 3.4 - mid: null + mid: 4.0 max: 4.6 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 4.6 - mid: null + mid: 5.199999999999999 max: 5.8 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 5.8 - mid: null + mid: 6.5 max: 7.2 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 7.2 - mid: null + mid: 7.949999999999999 max: 8.7 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 8.7 - mid: null + mid: 9.6 max: 10.5 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 10.5 - mid: null + mid: 11.65 max: 12.8 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 12.8 - mid: null + mid: 14.100000000000001 max: 15.4 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 15.4 - mid: null + mid: 17.2 max: 19.0 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 19.0 - mid: null + mid: 21.75 max: 24.5 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 24.5 - mid: null + mid: 29.25 max: 34.0 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 34.0 - mid: null + mid: 48.5 max: 63.0 -- sqrt_s: + sqrt_s: min: null mid: 13 max: null - pT: + m_Z2: + min: null + mid: 8317.44 + max: null +- pT: min: 63.0 - mid: null + mid: 166.5 max: 270.0 + sqrt_s: + min: null + mid: 13 + max: null + m_Z2: + min: null + mid: 8317.44 + max: null diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/metadata.yaml index 51d8c19d59..c6c9b17683 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/metadata.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/metadata.yaml @@ -21,17 +21,18 @@ implemented_observables: label: '$\frac{d\sigma}{dp_T^Z}$', units: "[pb]"} observable_name: DIMUON-PT - process_type: EWK_PT + process_type: DY_ZJ_PT ndata: 14 tables: {stat: table_8, eff: table_11, data: table_15, sys: table_20} kinematics: variables: pT: {description: "Z boson transverse momentum", label: "$p_T^Z$", units: "$GeV$"} + m_Z2: {description: "Z boson mass squared" , label: '$M_Z^2$', units: "GeV"} sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_dimuon_pT.yaml data_central: data_dimuon_pT.yaml data_uncertainties: uncertainties_dimuon_pT.yaml - kinematic_coverage: [pT, sqrts] + kinematic_coverage: [pT, m_Z2, sqrts] plotting: kinematics_override: identity x_scale: log @@ -50,18 +51,19 @@ implemented_observables: label: '$\frac{d^2\sigma}{d p_T^Z y^Z}$', units: "[pb]"} observable_name: DIMUON-PT-Y - process_type: EWK_PTRAP + process_type: _ ndata: 70 tables: {data: table_17 ,sys: table_22 ,stat: figure_13_(left) ,eff: figure_15_(left)} kinematics: variables: pT: {description: "Z boson transverse momentum", label: "$p_T^Z$", units: "$GeV$"} y: {description: "Z boson rapidity", label: "$y^Z$", units: ""} + m_Z2: {description: "Z boson mass squared" , label: '$M_Z^2$', units: "GeV"} sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_dimuon_pT_y.yaml data_central: data_dimuon_pT_y.yaml data_uncertainties: uncertainties_dimuon_pT_y.yaml - kinematic_coverage: [pT, y, sqrts] + kinematic_coverage: [pT, y, m_Z2, sqrts] plotting: kinematics_override: identity x_scale: log From 9ef53e0602453d7755ff2ea6b1fef4683e50c7fc Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 18 Mar 2024 11:45:04 +0000 Subject: [PATCH 15/21] Implemented new process type for Z pT --- validphys2/src/validphys/process_options.py | 21 ++++++++++++++++++++- 1 file changed, 20 insertions(+), 1 deletion(-) diff --git a/validphys2/src/validphys/process_options.py b/validphys2/src/validphys/process_options.py index dafe4baf89..f27dd3de2e 100644 --- a/validphys2/src/validphys/process_options.py +++ b/validphys2/src/validphys/process_options.py @@ -189,6 +189,17 @@ def _displusjet_xq2map(kin_dict): return x, q2 +def _dptboson_xq2map(kin_dict): + """Compute x and q2 mapping for DY Z -> ll + jet process. + Here pT refers to the transverse momentum of the Z boson.""" + pT = kin_dict[_Vars.pT] + m_Z2 = kin_dict[_Vars.m_Z2] + sqrts = kin_dict[_Vars.sqrts] + x = np.sqrt(m_Z2 + pT * pT) / sqrts + q2 = m_Z2 + pT * pT + return x, q2 + + DIS = _Process( "DIS", "Deep Inelastic Scattering", @@ -239,6 +250,13 @@ def _displusjet_xq2map(kin_dict): xq2map_function=_displusjet_xq2map, ) +DY_ZJ_PT = _Process( + "DY_ZJ_PT", + "DY Z -> ll + j Z boson transverse momentum", + accepted_variables=(_Vars.pT, _Vars.m_Z2, _Vars.sqrts), + xq2map_function=_dptboson_xq2map, +) + PROCESSES = { "DIS": DIS, @@ -252,7 +270,8 @@ def _displusjet_xq2map(kin_dict): "HQP_PTQ": HQP_PTQ, "HERAJET": HERAJET, "HERADIJET": dataclasses.replace(HERAJET, name="HERADIJET", description="DIS + jj production"), - "DY_Z_Y" : dataclasses.replace(DY_W_ETA, name="DY_Z_Y", description="DY Z -> ll rapidity") + "DY_Z_Y": dataclasses.replace(DY_W_ETA, name="DY_Z_Y", description="DY Z -> ll rapidity"), + "DY_ZJ_PT": DY_ZJ_PT } From a6edfd1fdeb8224a04a2cebb2037529e201b56f5 Mon Sep 17 00:00:00 2001 From: achiefa Date: Mon, 18 Mar 2024 15:50:08 +0000 Subject: [PATCH 16/21] Correcting filter.py and metadata --- .../new_commondata/LHCB_Z0_13TEV_2022/filter.py | 15 ++++++++------- .../LHCB_Z0_13TEV_2022/metadata.yaml | 7 +++++-- 2 files changed, 13 insertions(+), 9 deletions(-) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py index 0bdbeed176..6d9efc9245 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py @@ -24,20 +24,21 @@ ndata_obs[observable['observable_name']] = observable['ndata'] # Append bin values - with open("rawdata/" + str(observable['tables']['data']) + ".yaml", 'r') as file: + with open("rawdata/" + str(observable['tables'][0]) + ".yaml", 'r') as file: data[observable['observable_name']] = yaml.safe_load(file) + # Append systematic uncertainties + with open("rawdata/" + str(observable['tables'][1]) + ".yaml", 'r') as file: + syserr[observable['observable_name']] = yaml.safe_load(file) + # Append statistical uncertainties - with open("rawdata/" + str(observable['tables']['stat']) + ".yaml", 'r') as file: + with open("rawdata/" + str(observable['tables'][2]) + ".yaml", 'r') as file: statcorr[observable['observable_name']] = yaml.safe_load(file) # Append efficiency uncertainties - with open("rawdata/" + str(observable['tables']['eff']) + ".yaml", 'r') as file: + with open("rawdata/" + str(observable['tables'][3]) + ".yaml", 'r') as file: effcorr[observable['observable_name']] = yaml.safe_load(file) - # Append systematic uncertainties - with open("rawdata/" + str(observable['tables']['sys']) + ".yaml", 'r') as file: - syserr[observable['observable_name']] = yaml.safe_load(file) # Utility functions @@ -347,7 +348,7 @@ def processData(): with open(metadata['implemented_observables'][l]['kinematics']['file'], 'w') as file: yaml.dump(kinematics_yaml, file, sort_keys=False) - with open(metadata['implemented_observables'][l]['data_uncertainties'], 'w') as file: + with open(metadata['implemented_observables'][l]['data_uncertainties'][0], 'w') as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) if PRINT_EIGENVALUES: diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml index e66a87dac9..f56604727a 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml @@ -23,7 +23,10 @@ implemented_observables: observable_name: DIMUON-Y process_type: DY_Z_Y ndata: 18 - tables: {data: table_14, sys: table_19, stat: table_7, eff: table_10} + tables: [table_14, # data + table_19, # sys + table_7, # stat + table_10] # eff kinematics: variables: y: {description: "Z boson rapidity", label: "$y^Z$", units: ""} @@ -31,7 +34,7 @@ implemented_observables: sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_dimuon_y.yaml data_central: data_dimuon_y.yaml - data_uncertainties: uncertainties_dimuon_y.yaml + data_uncertainties: [uncertainties_dimuon_y.yaml] kinematic_coverage: [y, m_Z2, sqrts] plotting: kinematics_override: identity From f68920f155be222ade61943c2512477bf4e2e3fb Mon Sep 17 00:00:00 2001 From: achiefa Date: Tue, 19 Mar 2024 17:25:44 +0000 Subject: [PATCH 17/21] Correcting the format for uncertainties --- .../LHCB_Z0_13TEV_2022/filter.py | 158 +- .../uncertainties_dimuon_y.yaml | 1813 +++++++++-------- 2 files changed, 1030 insertions(+), 941 deletions(-) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py index 6d9efc9245..02043e9a40 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py @@ -116,21 +116,6 @@ def ComputeCovariance(corr_matrix, diag_terms): else: raise Exception("The covariance matrix is not symmetric.") -# Check implementation of outer decomposition -def CheckFunctions(B): - sigma = OuterDecomposition(B) - print('') - B_from_sigma=np.zeros_like(B,dtype=float) - for i in range(2): - for j in range(2): - for k in range(2): - B_from_sigma[i][j]=B_from_sigma[i][j] + sigma[i,k]*sigma[j,k] - - print("\n".join(["".join(["{:11}".format(item) for item in row]) for row in B])) - print('') - print("\n".join(["".join(["{:11}".format(item) for item in row]) for row in B_from_sigma])) - exit() - # Dictionaries for uncertainties uncertainties = { "Stat. unc" : { "description":"Total (correlated) statistical uncertainty with correlation matrix.", @@ -138,7 +123,7 @@ def CheckFunctions(B): "source":"statistical", "type":"CORR", "correlation matrix": statcorr, - "label":"Statistical_uncertainty", + "label":"Stat_corr", "absolute":True}, "Eff(%)" : { "description":"Correlated uncertainties from the selection efficiencies with correlation matrix.", @@ -146,42 +131,35 @@ def CheckFunctions(B): "source":"systematic", "type":"CORR", "correlation matrix": effcorr, - "label":"Efficiency", - "absolute":True}, + "label":"Sys_corr_eff", + "absolute":False}, "BKG(%)" : { "description":"Background contributions from heavy flavours, misidentified hadrons and physics processes.", "treatment":"MULT", "source":"systematic", "correlation fraction": 0.50, - "label":"Background", + "label":"Sys_back", "absolute":False}, "FSR(%)" : { "description":"Correlated uncertainties from final state radiation corrections.", "treatment":"MULT", "source":"systematic", "correlation fraction": 0.50, - "label":"Final_state_radiation", + "label":"Sys_fsr", "absolute":False}, "Closure(%)" : { "description":"Correlated uncertainties from closure test.", "treatment":"MULT", "source":"systematic", "correlation fraction": 0.50, - "label":"Closure", + "label":"Sys_clos", "absolute":False}, "Alignment(%)" : { "description":"Correlated uncertainties from detector alignment and momentum scale calibration.", "treatment":"MULT", "source":"systematic", "correlation fraction": 0.50, - "label":"Alignment", - "absolute":False}, - - "Unfold(%)" : { "description":"Correlated uncertainties due to unfolding corrections applied only to pT.", - "treatment":"MULT", - "source":"systematic", - "label":"Unfold", - "type":"UNCORR", + "label":"Sys_Align", "absolute":False}, "Luminosity" : { "description":"Systematic uncertainty from the luminosity.", @@ -198,11 +176,9 @@ def return_index(vec, string): if ql['name'] == string: return i -def processData(): - # Eigenvalues debugging - if PRINT_EIGENVALUES: - yaml_info = {} + +def processData(): # Filter unwanted datasets exclude_rules = ["PT_Y"] @@ -213,7 +189,7 @@ def processData(): data_central = [] kin = [] - error = [] + error_diag = [] ndata = ndata_obs[obs] # Loop over the bins @@ -238,26 +214,17 @@ def processData(): # kinematic variable kin_value = {'yZ': {'min': kin1_min, 'mid': 0.5*(kin1_min + kin1_max), 'max': kin1_max}, 'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, - 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None} - } - + 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None}} kin.append(kin_value) - # Error - error_value = {} - error_definition = {} + # diagonal errors + error_diag_bin = {} # Statistical uncertainty - error_value[uncertainties['Stat. unc']['label']] = float(values[j]['errors'][0]['symerror']) - error_definition[uncertainties['Stat. unc']['label']] = {'description': uncertainties['Stat. unc']['description'], - 'treatment': uncertainties['Stat. unc']['treatment'], - 'type': uncertainties['Stat. unc']['type']} + error_diag_bin[uncertainties['Stat. unc']['label']] = float(values[j]['errors'][0]['symerror']) # Luminosity (systematic) uncertainty - error_value[uncertainties['Luminosity']['label']] = float(values[j]['errors'][2]['symerror']) - error_definition[uncertainties['Luminosity']['label']] = {'description': uncertainties['Luminosity']['description'], - 'treatment': uncertainties['Luminosity']['treatment'], - 'type': uncertainties['Luminosity']['type']} + error_diag_bin[uncertainties['Luminosity']['label']] = float(values[j]['errors'][2]['symerror']) # Loop over sources of systematic uncertainties sys_errors = syserr[obs]['dependent_variables'] @@ -271,8 +238,9 @@ def processData(): # Check whether the uncertainty value is relative or absolute. # If relative, compute the absolute value. + diag_val = 0 if not bool(uncertainties[error_name]['absolute']): - diag_val = sys_error['values'][j]['value'] * data_central[j] + diag_val = sys_error['values'][j]['value'] * data_central[j] / 100 else: diag_val = sys_error['values'][j]['value'] # If only a fraction of the systematic uncertainty is actually @@ -284,63 +252,71 @@ def processData(): # Otherwise, just load the diagonal value of the uncertainty. if 'correlation fraction' in uncertainties[error_name]: corr_fr = uncertainties[error_name]['correlation fraction'] - description = uncertainties[error_name]['description'] - - error_definition[error_label + '_uncorrelated'] = {'description': description + '(uncorrelated)', - 'treatment': uncertainties[error_name]['treatment'], - 'type': 'UNCORR'} - error_value[error_label + '_uncorrelated'] = float(np.sqrt(1 - corr_fr) * diag_val) - - - error_definition[error_label + '_correlated'] = {'description': description + '(correlated)', - 'treatment': uncertainties[error_name]['treatment'], - 'type': 'CORR'} - error_value[error_label + '_correlated'] = float(np.sqrt(corr_fr) * diag_val) + error_diag_bin[error_label + '_uncorrelated'] = float(np.sqrt(1 - corr_fr) * diag_val) + error_diag_bin[error_label + '_correlated'] = float(np.sqrt(corr_fr) * diag_val) else: - error_definition[error_label] = {'description':uncertainties[error_name]['description'], - 'treatment': uncertainties[error_name]['treatment'], - 'type': uncertainties[error_name]['type']} - error_value[error_label] = float(diag_val) + error_diag_bin[error_label] = float(diag_val) else: raise Exception("There is a mismatch between the dictionary 'uncertainties' and the list of systematic uncertainties provided in the HepData table(s).") - error.append(error_value) + error_diag.append(error_diag_bin) # Compute single value decomposition for those # uncertainties that come with a correlation matrix. - - # Eigenvalues debugging - if PRINT_EIGENVALUES: - yaml_info_obs = [] - tables = metadata['implemented_observables'][l]['tables'] + # Then, store all the uncertainties in the new commondata + # format. + error_commondata = [dict() for i in range(np.size(error_diag))] + err_def_commondata = {} for unc in uncertainties.values(): if 'correlation matrix' in unc: cormat = ExtractCorrelation(unc['correlation matrix'][obs], ndata) - # Eigenvalues debugging - if PRINT_EIGENVALUES: - eigenvalues = np.linalg.eig(cormat)[0] - if 'Stat' in (unc['label']): ref = tables['stat'] - else: ref = tables['eff'] - yaml_info_obs_corr = {"Matrix": unc['label'], "HepData Ref." : ref, 'eigenvalues' : eigenvalues.tolist()} - yaml_info_obs.append(yaml_info_obs_corr) - - v = np.empty(np.size(error)) - for k,err in enumerate(error): + # Store the diagonal error to compute covariance matrix + v = np.empty(np.size(error_diag)) + for k,err in enumerate(error_diag): v[k] = err[unc['label']] + + # Compute the covariance matrix cov = ComputeCovariance(cormat,v) - sigma = OuterDecomposition(cov) - for k,dt in enumerate(error): - dt[unc['label']] = [float(sigma[k,m]) for m in range(np.size(error))] - # Eigenvalues debugging - if PRINT_EIGENVALUES: - yaml_info[obs] = {"Observable" : obs, "Correlation matrix" : yaml_info_obs} + # Single value decomposition + sigma = OuterDecomposition(cov) + for k in range(len(error_diag)): + # Store corr uncertainties in the new commandata format + err_def_commondata[unc['label'] + f"_{k+1}"] = {'description':unc['description'], + 'treatment': unc['treatment'], + 'type': unc['type']} + # Save the correlated uncertainty for each bin + for m in range(np.size(error_diag)): + error_commondata[k][unc['label'] + f"_{m+1}"] = float(sigma[k,m]) + + else: + if "correlation fraction" in unc: + # Save definition of the uncertainty + err_def_commondata[unc['label'] + '_corr'] = {'description': unc['description'] + '(correlated)', + 'treatment': unc['treatment'], + 'type': 'CORR'} + err_def_commondata[unc['label'] + '_unc'] = {'description': unc['description'] + '(uncorrelated)', + 'treatment': unc['treatment'], + 'type': 'UNCORR'} + # Save the uncertainty for each bin + for k in range(len(error_diag)): + error_commondata[k][unc['label'] + '_corr'] = error_diag[k][unc['label']+'_correlated'] + error_commondata[k][unc['label'] + '_unc'] = error_diag[k][unc['label']+'_uncorrelated'] + + else: + # Save definition of the uncertainty + err_def_commondata[unc['label']] = {'description': unc['description'], + 'treatment': unc['treatment'], + 'type': unc['type']} + # Save the uncertainty for each bin + for k in range(len(error_diag)): + error_commondata[k][unc['label']] = error_diag[k][unc['label']] data_central_yaml = {'data_central': data_central} kinematics_yaml = {'bins': kin} - uncertainties_yaml = {'definitions': error_definition, 'bins': error} + uncertainties_yaml = {'definitions': err_def_commondata, 'bins': error_commondata} with open(metadata['implemented_observables'][l]['data_central'], 'w') as file: yaml.dump(data_central_yaml, file, sort_keys=False) @@ -351,10 +327,6 @@ def processData(): with open(metadata['implemented_observables'][l]['data_uncertainties'][0], 'w') as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) - if PRINT_EIGENVALUES: - with open('eigenvalues.yaml', 'w') as file: - yaml.dump(yaml_info, file, sort_keys=False) - exit(1) - + processData() diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml index e1d4bc4177..91c9aec17b 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml @@ -1,897 +1,1014 @@ definitions: - Statistical_uncertainty: + Stat_corr_1: description: Total (correlated) statistical uncertainty with correlation matrix. treatment: ADD type: CORR - Luminosity: - description: Systematic uncertainty from the luminosity. + Stat_corr_2: + description: Total (correlated) statistical uncertainty with correlation matrix. treatment: ADD - type: LHCB_LUM - Efficiency: + type: CORR + Stat_corr_3: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_4: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_5: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_6: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_7: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_8: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_9: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_10: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_11: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_12: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_13: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_14: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_15: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_16: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_17: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_18: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Sys_corr_eff_1: description: Correlated uncertainties from the selection efficiencies with correlation matrix. treatment: MULT type: CORR - Background_uncorrelated: - description: Background contributions from heavy flavours, misidentified hadrons - and physics processes.(uncorrelated) + Sys_corr_eff_2: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. treatment: MULT - type: UNCORR - Background_correlated: + type: CORR + Sys_corr_eff_3: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_4: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_5: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_6: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_7: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_8: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_9: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_10: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_11: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_12: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_13: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_14: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_15: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_16: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_17: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_18: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_back_corr: description: Background contributions from heavy flavours, misidentified hadrons and physics processes.(correlated) treatment: MULT type: CORR - Final_state_radiation_uncorrelated: - description: Correlated uncertainties from final state radiation corrections.(uncorrelated) + Sys_back_unc: + description: Background contributions from heavy flavours, misidentified hadrons + and physics processes.(uncorrelated) treatment: MULT type: UNCORR - Final_state_radiation_correlated: + Sys_fsr_corr: description: Correlated uncertainties from final state radiation corrections.(correlated) treatment: MULT type: CORR - Closure_uncorrelated: - description: Correlated uncertainties from closure test.(uncorrelated) + Sys_fsr_unc: + description: Correlated uncertainties from final state radiation corrections.(uncorrelated) treatment: MULT type: UNCORR - Closure_correlated: + Sys_clos_corr: description: Correlated uncertainties from closure test.(correlated) treatment: MULT type: CORR - Alignment_uncorrelated: - description: Correlated uncertainties from detector alignment and momentum scale - calibration.(uncorrelated) + Sys_clos_unc: + description: Correlated uncertainties from closure test.(uncorrelated) treatment: MULT type: UNCORR - Alignment_correlated: + Sys_Align_corr: description: Correlated uncertainties from detector alignment and momentum scale calibration.(correlated) treatment: MULT type: CORR + Sys_Align_unc: + description: Correlated uncertainties from detector alignment and momentum scale + calibration.(uncorrelated) + treatment: MULT + type: UNCORR + Luminosity: + description: Systematic uncertainty from the luminosity. + treatment: ADD + type: LHCB_LUM bins: -- Statistical_uncertainty: - - 0.19999594778191546 - - -0.001273129080240051 - - -2.5395876142546054e-06 - - -2.590158723546052e-06 - - -6.653880888613431e-13 - - 9.656825356558707e-12 - - 3.916977238650002e-11 - - -7.254013402544316e-11 - - -1.1483292227156571e-12 - - -7.732485703837392e-11 - - 4.7886818251285696e-11 - - -1.3742815168472698e-11 - - 1.4559711202741316e-18 - - -8.907798555761041e-19 - - -3.2263789929978034e-24 - - 2.3418241532022697e-24 - - 5.792749393711933e-33 - - 5.5614559029020964e-33 +- Stat_corr_1: 0.19999594778191546 + Stat_corr_2: -0.001273129080240051 + Stat_corr_3: -2.5395876142546054e-06 + Stat_corr_4: -2.590158723546052e-06 + Stat_corr_5: -6.653880888613431e-13 + Stat_corr_6: 9.656825356558707e-12 + Stat_corr_7: 3.916977238650002e-11 + Stat_corr_8: -7.254013402544316e-11 + Stat_corr_9: -1.1483292227156571e-12 + Stat_corr_10: -7.732485703837392e-11 + Stat_corr_11: 4.7886818251285696e-11 + Stat_corr_12: -1.3742815168472698e-11 + Stat_corr_13: 1.4559711202741316e-18 + Stat_corr_14: -8.907798555761041e-19 + Stat_corr_15: -3.2263789929978034e-24 + Stat_corr_16: 2.3418241532022697e-24 + Stat_corr_17: 5.792749393711933e-33 + Stat_corr_18: 5.5614559029020964e-33 + Sys_corr_eff_1: -0.02480075323991643 + Sys_corr_eff_2: -0.03965825795494192 + Sys_corr_eff_3: -0.040099358202316124 + Sys_corr_eff_4: -0.02269862744966421 + Sys_corr_eff_5: -0.035468723409268196 + Sys_corr_eff_6: -0.03149305370715955 + Sys_corr_eff_7: 0.02498120010174967 + Sys_corr_eff_8: 0.017280802473535525 + Sys_corr_eff_9: -0.022921373362874135 + Sys_corr_eff_10: 0.004282652955971507 + Sys_corr_eff_11: 0.00012305385321152474 + Sys_corr_eff_12: 7.70970614753385e-05 + Sys_corr_eff_13: -0.0005475739049801096 + Sys_corr_eff_14: 0.00046355083755450434 + Sys_corr_eff_15: -0.0005304149918252735 + Sys_corr_eff_16: -0.00020037516218429234 + Sys_corr_eff_17: 4.1969908957394965e-05 + Sys_corr_eff_18: -1.4350793929534936e-05 + Sys_back_corr: 0.03258348047707611 + Sys_back_unc: 0.03258348047707611 + Sys_fsr_corr: 0.010861160159025371 + Sys_fsr_unc: 0.010861160159025371 + Sys_clos_corr: 0.08236379787260907 + Sys_clos_unc: 0.08236379787260907 + Sys_Align_corr: 0.024437610357807088 + Sys_Align_unc: 0.024437610357807088 Luminosity: 0.3 - Efficiency: - - 0.22072586483403678 - - 0.3818329652446918 - - -0.38458541665313595 - - 0.32141427817530427 - - -0.19713313283984213 - - -0.06600436769889471 - - -0.03088109682013186 - - -0.009825496504292942 - - 0.0014933240553025692 - - 0.00019128185991033834 - - 0.00020650862505310145 - - 6.59269908941889e-05 - - 3.25846990825098e-05 - - -0.0001235028582715813 - - 0.0001831586949237775 - - -5.8175781109266255e-05 - - -6.1515407734745094e-06 - - 1.7486813788894197e-05 - Background_uncorrelated: 3.258348047707611 - Background_correlated: 3.258348047707611 - Final_state_radiation_uncorrelated: 1.0861160159025371 - Final_state_radiation_correlated: 1.0861160159025371 - Closure_uncorrelated: 8.236379787260907 - Closure_correlated: 8.236379787260907 - Alignment_uncorrelated: 2.443761035780709 - Alignment_correlated: 2.443761035780709 -- Statistical_uncertainty: - - -0.0008487457398503269 - - -0.29999178750612515 - - -0.0014454127773040877 - - -0.0014552805356156887 - - -6.838721495070693e-10 - - 9.793269295880828e-09 - - 3.9334779239297985e-08 - - -7.213733118662903e-08 - - -1.0930377325357863e-09 - - -7.617826921962011e-08 - - 4.670633167637884e-08 - - -1.3268276053899751e-08 - - 8.456591962958884e-16 - - -4.896587704656823e-16 - - -7.839554825479649e-22 - - 5.337911066300046e-22 - - -8.196968875514958e-31 - - -7.856833613024796e-31 +- Stat_corr_1: -0.0008487457398503269 + Stat_corr_2: -0.29999178750612515 + Stat_corr_3: -0.0014454127773040877 + Stat_corr_4: -0.0014552805356156887 + Stat_corr_5: -6.838721495070693e-10 + Stat_corr_6: 9.793269295880828e-09 + Stat_corr_7: 3.9334779239297985e-08 + Stat_corr_8: -7.213733118662903e-08 + Stat_corr_9: -1.0930377325357863e-09 + Stat_corr_10: -7.617826921962011e-08 + Stat_corr_11: 4.670633167637884e-08 + Stat_corr_12: -1.3268276053899751e-08 + Stat_corr_13: 8.456591962958884e-16 + Stat_corr_14: -4.896587704656823e-16 + Stat_corr_15: -7.839554825479649e-22 + Stat_corr_16: 5.337911066300046e-22 + Stat_corr_17: -8.196968875514958e-31 + Stat_corr_18: -7.856833613024796e-31 + Sys_corr_eff_1: -0.11626243348280021 + Sys_corr_eff_2: -0.16496669150110135 + Sys_corr_eff_3: -0.1446920840484521 + Sys_corr_eff_4: -0.07908389754678632 + Sys_corr_eff_5: -0.0739221446221307 + Sys_corr_eff_6: -0.04255051847825764 + Sys_corr_eff_7: -0.00046910038458941925 + Sys_corr_eff_8: -0.00237556638933384 + Sys_corr_eff_9: 0.015765653873948116 + Sys_corr_eff_10: 0.0008692879263519457 + Sys_corr_eff_11: -0.0009916377217544974 + Sys_corr_eff_12: 0.004312124844300791 + Sys_corr_eff_13: -0.0001052566385999987 + Sys_corr_eff_14: 0.0003448454966772578 + Sys_corr_eff_15: 0.00031422591888848424 + Sys_corr_eff_16: 0.00019087079691499606 + Sys_corr_eff_17: 6.657386300824787e-05 + Sys_corr_eff_18: 3.592432620084504e-05 + Sys_back_corr: 0.07998791908782227 + Sys_back_unc: 0.07998791908782227 + Sys_fsr_corr: 0.05713422791987304 + Sys_fsr_unc: 0.05713422791987304 + Sys_clos_corr: 0.20282650911554928 + Sys_clos_unc: 0.20282650911554928 + Sys_Align_corr: 0.06284765071186035 + Sys_Align_unc: 0.06284765071186035 Luminosity: 0.8 - Efficiency: - - 0.29823968678426854 - - 0.4622636643611938 - - -0.3454702935703852 - - 0.13836012955522803 - - 0.06277987430806643 - - 0.1027503801553823 - - 0.07409603444624224 - - 0.03519036882026455 - - -0.006448374887239831 - - 0.00023367314898911618 - - 0.0016030913277630988 - - 0.0005485531964589884 - - -0.0002420230888604475 - - -4.060638025919765e-05 - - -2.908729252604729e-05 - - -0.00014779792783855053 - - 5.812259203076392e-05 - - -0.00011739944261337356 - Background_uncorrelated: 7.998791908782227 - Background_correlated: 7.998791908782227 - Final_state_radiation_uncorrelated: 5.713422791987305 - Final_state_radiation_correlated: 5.713422791987305 - Closure_uncorrelated: 20.282650911554928 - Closure_correlated: 20.282650911554928 - Alignment_uncorrelated: 6.284765071186035 - Alignment_correlated: 6.284765071186035 -- Statistical_uncertainty: - - 2.538600418671792e-06 - - 0.0015383028619794382 - - -0.2850009669305086 - - -0.2806636411964275 - - -3.2027225489130717e-07 - - 4.507365205726829e-06 - - 1.7873270065376105e-05 - - -3.236189283061974e-05 - - -4.628265752675085e-07 - - -3.375698049331417e-05 - - 2.0425783695849262e-05 - - -5.725041474337555e-06 - - 1.7257784783844479e-13 - - -9.091673528123084e-14 - - -3.402463514466923e-21 - - -2.431277437694717e-21 - - 1.8276440211866912e-28 - - 1.7507325132706268e-28 +- Stat_corr_1: 2.538600418671792e-06 + Stat_corr_2: 0.0015383028619794382 + Stat_corr_3: -0.2850009669305086 + Stat_corr_4: -0.2806636411964275 + Stat_corr_5: -3.2027225489130717e-07 + Stat_corr_6: 4.507365205726829e-06 + Stat_corr_7: 1.7873270065376105e-05 + Stat_corr_8: -3.236189283061974e-05 + Stat_corr_9: -4.628265752675085e-07 + Stat_corr_10: -3.375698049331417e-05 + Stat_corr_11: 2.0425783695849262e-05 + Stat_corr_12: -5.725041474337555e-06 + Stat_corr_13: 1.7257784783844479e-13 + Stat_corr_14: -9.091673528123084e-14 + Stat_corr_15: -3.402463514466923e-21 + Stat_corr_16: -2.431277437694717e-21 + Stat_corr_17: 1.8276440211866912e-28 + Stat_corr_18: 1.7507325132706268e-28 + Sys_corr_eff_1: -0.23138641125014014 + Sys_corr_eff_2: -0.2857367478401061 + Sys_corr_eff_3: -0.20541172036469724 + Sys_corr_eff_4: -0.07762132284081252 + Sys_corr_eff_5: -0.005113403117149597 + Sys_corr_eff_6: 0.02627352404747335 + Sys_corr_eff_7: -0.027632285351042035 + Sys_corr_eff_8: -0.008421880374736795 + Sys_corr_eff_9: -0.014334999872474462 + Sys_corr_eff_10: 0.001232246809826998 + Sys_corr_eff_11: -0.0011664305925938034 + Sys_corr_eff_12: -0.0033159679058523735 + Sys_corr_eff_13: 0.0002071809470335822 + Sys_corr_eff_14: 0.0005618852625709065 + Sys_corr_eff_15: 0.0006600489294296891 + Sys_corr_eff_16: 0.0001221664627988106 + Sys_corr_eff_17: 7.137332997598562e-05 + Sys_corr_eff_18: -5.609919439190612e-07 + Sys_back_corr: 0.12908941397341614 + Sys_back_unc: 0.12908941397341614 + Sys_fsr_corr: 0.013831008640008871 + Sys_fsr_unc: 0.013831008640008871 + Sys_clos_corr: 0.26739950037350485 + Sys_clos_unc: 0.26739950037350485 + Sys_Align_corr: 0.06454470698670807 + Sys_Align_unc: 0.06454470698670807 Luminosity: 1.3 - Efficiency: - - 0.34366376840003193 - - 0.4740249720613415 - - -0.24622715501067607 - - -0.024459030722619752 - - 0.16107357408249517 - - 0.042702816927210535 - - -0.031047031858827397 - - -0.049269750936867786 - - 0.020100829441974916 - - 0.0002983831286533822 - - -0.0021134230149592744 - - 0.0006715819336673107 - - -0.0006713674901610873 - - 4.4717206810023316e-05 - - -0.00016702204004426726 - - -0.0005095846224427211 - - 4.5357186991251345e-06 - - -0.0002010813318945132 - Background_uncorrelated: 12.908941397341614 - Background_correlated: 12.908941397341614 - Final_state_radiation_uncorrelated: 1.383100864000887 - Final_state_radiation_correlated: 1.383100864000887 - Closure_uncorrelated: 26.739950037350486 - Closure_correlated: 26.739950037350486 - Alignment_uncorrelated: 6.454470698670807 - Alignment_correlated: 6.454470698670807 -- Statistical_uncertainty: - - -1.6391617599817593e-08 - - -1.7028559242597893e-05 - - -0.2820068524420245 - - 0.2836054730709751 - - -4.054409178607728e-05 - - 0.0005537480471341124 - - 0.00214726245433373 - - -0.003801350636266479 - - -4.896614363402683e-05 - - -0.0038794734306660376 - - 0.002292452953260732 - - -0.0006270519911467302 - - 7.222819691565353e-13 - - 3.94479340473258e-13 - - 3.009174086285238e-19 - - 2.2453544176251247e-19 - - -3.538857405420452e-26 - - -3.388826575517962e-26 +- Stat_corr_1: -1.6391617599817593e-08 + Stat_corr_2: -1.7028559242597893e-05 + Stat_corr_3: -0.2820068524420245 + Stat_corr_4: 0.2836054730709751 + Stat_corr_5: -4.054409178607728e-05 + Stat_corr_6: 0.0005537480471341124 + Stat_corr_7: 0.00214726245433373 + Stat_corr_8: -0.003801350636266479 + Stat_corr_9: -4.896614363402683e-05 + Stat_corr_10: -0.0038794734306660376 + Stat_corr_11: 0.002292452953260732 + Stat_corr_12: -0.0006270519911467302 + Stat_corr_13: 7.222819691565353e-13 + Stat_corr_14: 3.94479340473258e-13 + Stat_corr_15: 3.009174086285238e-19 + Stat_corr_16: 2.2453544176251247e-19 + Stat_corr_17: -3.538857405420452e-26 + Stat_corr_18: -3.388826575517962e-26 + Sys_corr_eff_1: -0.37400145403169077 + Sys_corr_eff_2: -0.37886542172983023 + Sys_corr_eff_3: -0.18577343984509237 + Sys_corr_eff_4: 0.004106651788688557 + Sys_corr_eff_5: 0.06701295041408338 + Sys_corr_eff_6: 0.01771604826510075 + Sys_corr_eff_7: 0.015786097454892477 + Sys_corr_eff_8: 0.019595372707455434 + Sys_corr_eff_9: 0.008428596443247442 + Sys_corr_eff_10: -0.0027160344772350757 + Sys_corr_eff_11: 0.0036290906372763434 + Sys_corr_eff_12: 0.001273006332190199 + Sys_corr_eff_13: 0.0006860811630227711 + Sys_corr_eff_14: -0.0002744005887712512 + Sys_corr_eff_15: 0.0004968759951458026 + Sys_corr_eff_16: -0.00023426482509162144 + Sys_corr_eff_17: -3.786000553985585e-05 + Sys_corr_eff_18: -6.139029007968454e-06 + Sys_back_corr: 0.16705397705532185 + Sys_back_unc: 0.16705397705532185 + Sys_fsr_corr: 0.04949747468305833 + Sys_fsr_unc: 0.04949747468305833 + Sys_clos_corr: 0.1299308710430281 + Sys_clos_unc: 0.1299308710430281 + Sys_Align_corr: 0.04331029034767604 + Sys_Align_unc: 0.04331029034767604 Luminosity: 1.7 - Efficiency: - - 0.39302876953112525 - - 0.46548041409543334 - - -0.1330843649794884 - - -0.12020227829826469 - - 0.10836977016375432 - - -0.06143480018220658 - - -0.05141433025066049 - - 0.011166681120370303 - - -0.02982422016213554 - - 0.003574231614855417 - - 0.001190572931618971 - - -0.0018250263620136745 - - -0.000871359644590177 - - -0.0011174453640777084 - - -0.000908716943390179 - - -0.0002742274442514836 - - -3.874927820014234e-05 - - 0.00021628145776098515 - Background_uncorrelated: 16.705397705532185 - Background_correlated: 16.705397705532185 - Final_state_radiation_uncorrelated: 4.949747468305833 - Final_state_radiation_correlated: 4.949747468305833 - Closure_uncorrelated: 12.99308710430281 - Closure_correlated: 12.99308710430281 - Alignment_uncorrelated: 4.331029034767605 - Alignment_correlated: 4.331029034767605 -- Statistical_uncertainty: - - 8.89132204018698e-11 - - 1.2123998591000417e-07 - - 0.0036013311722204967 - - -0.003559873747915726 - - -0.003491165118968214 - - 0.04627375174796229 - - 0.17546807020627123 - - -0.30371941122954693 - - -0.0035236881672463046 - - -0.30325732508699543 - - 0.17500482261033473 - - -0.046714830881902654 - - 1.9400232893032375e-12 - - -1.1017806912265833e-12 - - -1.8079207600218994e-17 - - -1.4119544184323972e-17 - - 4.661072470269238e-24 - - 4.462006785571161e-24 +- Stat_corr_1: 8.89132204018698e-11 + Stat_corr_2: 1.2123998591000417e-07 + Stat_corr_3: 0.0036013311722204967 + Stat_corr_4: -0.003559873747915726 + Stat_corr_5: -0.003491165118968214 + Stat_corr_6: 0.04627375174796229 + Stat_corr_7: 0.17546807020627123 + Stat_corr_8: -0.30371941122954693 + Stat_corr_9: -0.0035236881672463046 + Stat_corr_10: -0.30325732508699543 + Stat_corr_11: 0.17500482261033473 + Stat_corr_12: -0.046714830881902654 + Stat_corr_13: 1.9400232893032375e-12 + Stat_corr_14: -1.1017806912265833e-12 + Stat_corr_15: -1.8079207600218994e-17 + Stat_corr_16: -1.4119544184323972e-17 + Stat_corr_17: 4.661072470269238e-24 + Stat_corr_18: 4.462006785571161e-24 + Sys_corr_eff_1: -0.5363109220497041 + Sys_corr_eff_2: -0.4141084508480419 + Sys_corr_eff_3: -0.07727633754155865 + Sys_corr_eff_4: 0.09741574961680254 + Sys_corr_eff_5: 0.03865899010226147 + Sys_corr_eff_6: -0.028070201058779852 + Sys_corr_eff_7: 0.01368008705974288 + Sys_corr_eff_8: -0.01728770573024729 + Sys_corr_eff_9: -0.003916402920352081 + Sys_corr_eff_10: 0.006236999917092202 + Sys_corr_eff_11: -0.003184097018072232 + Sys_corr_eff_12: 0.00014574414680697384 + Sys_corr_eff_13: 0.001145411363362215 + Sys_corr_eff_14: -0.000945364262204032 + Sys_corr_eff_15: -0.0002928344454969907 + Sys_corr_eff_16: 0.00026694453394226765 + Sys_corr_eff_17: -4.021266441770476e-05 + Sys_corr_eff_18: 4.5281275321985055e-05 + Sys_back_corr: 0.165363991848286 + Sys_back_unc: 0.165363991848286 + Sys_fsr_corr: 0.07516545084013002 + Sys_fsr_unc: 0.07516545084013002 + Sys_clos_corr: 0.10523163117618202 + Sys_clos_unc: 0.10523163117618202 + Sys_Align_corr: 0.045099270504078 + Sys_Align_unc: 0.045099270504078 Luminosity: 2.1 - Efficiency: - - 0.44796190322163737 - - 0.4340959266935516 - - -0.00881799691440352 - - -0.15868221621462605 - - -0.0036552233042081318 - - -0.08276908010582432 - - 0.012463767108892932 - 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- 5.4851981483401736e-11 - - 1.5340318974679914e-15 - - 1.2222004113875069e-15 - - -5.991923068982787e-22 - - -5.73484787871383e-22 +- Stat_corr_1: -7.90626813830974e-13 + Stat_corr_2: -1.415130312251977e-09 + Stat_corr_3: -7.54162143164949e-05 + Stat_corr_4: 7.327353780614218e-05 + Stat_corr_5: -0.015092504990450699 + Stat_corr_6: 0.1282443565300169 + Stat_corr_7: 0.2885123290384681 + Stat_corr_8: -0.1622629095169176 + Stat_corr_9: 0.015178730415911168 + Stat_corr_10: 0.1577073910807855 + Stat_corr_11: -0.2864213179565882 + Stat_corr_12: 0.12890999962790808 + Stat_corr_13: -9.058575475826639e-11 + Stat_corr_14: 5.4851981483401736e-11 + Stat_corr_15: 1.5340318974679914e-15 + Stat_corr_16: 1.2222004113875069e-15 + Stat_corr_17: -5.991923068982787e-22 + Stat_corr_18: -5.73484787871383e-22 + Sys_corr_eff_1: -0.6836619249712566 + Sys_corr_eff_2: -0.39223350122721384 + Sys_corr_eff_3: 0.03296237857495701 + Sys_corr_eff_4: 0.1017810876231135 + Sys_corr_eff_5: -0.05138924357372193 + Sys_corr_eff_6: -0.012277765277438252 + Sys_corr_eff_7: -0.020358525812507768 + Sys_corr_eff_8: 0.006298797086813181 + Sys_corr_eff_9: -0.0010784302774155899 + Sys_corr_eff_10: -0.011828962478375985 + Sys_corr_eff_11: 0.002028423429688808 + Sys_corr_eff_12: -0.0020809382193099344 + Sys_corr_eff_13: -0.001972594764716398 + Sys_corr_eff_14: 0.00029370498383775984 + Sys_corr_eff_15: -0.00027179395996645224 + Sys_corr_eff_16: 0.00013270513909346743 + Sys_corr_eff_17: 3.675001193373581e-06 + Sys_corr_eff_18: 6.170727240082805e-05 + Sys_back_corr: 0.16484780389801987 + Sys_back_unc: 0.16484780389801987 + Sys_fsr_corr: 0.00867620020515894 + Sys_fsr_unc: 0.00867620020515894 + Sys_clos_corr: 0.16484780389801987 + Sys_clos_unc: 0.16484780389801987 + Sys_Align_corr: 0.06940960164127152 + Sys_Align_unc: 0.06940960164127152 Luminosity: 2.5 - Efficiency: - - 0.48995414256294517 - - 0.38503917284855615 - - 0.08104740242167689 - - -0.13625656109691797 - - -0.07676269340601136 - - -0.020172022018277152 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-0.224893552195375 - - 3.1901706706653512e-09 - - -2.085429712640746e-09 - - -1.0222932328043933e-13 - - -8.322557857422486e-14 - - 6.318439218977008e-20 - - 6.045955145065694e-20 +- Stat_corr_1: 9.642692557027145e-15 + Stat_corr_2: 2.2655738696189675e-11 + Stat_corr_3: 2.166644766308759e-06 + Stat_corr_4: -2.0690776108590804e-06 + Stat_corr_5: -0.04496358259425511 + Stat_corr_6: 0.22572035942135427 + Stat_corr_7: 0.21954077048827675 + Stat_corr_8: 0.15708710988313032 + Stat_corr_9: -0.04514989344459069 + Stat_corr_10: 0.16245007360340505 + Stat_corr_11: 0.21248161441670446 + Stat_corr_12: -0.224893552195375 + Stat_corr_13: 3.1901706706653512e-09 + Stat_corr_14: -2.085429712640746e-09 + Stat_corr_15: -1.0222932328043933e-13 + Stat_corr_16: -8.322557857422486e-14 + Stat_corr_17: 6.318439218977008e-20 + Stat_corr_18: 6.045955145065694e-20 + Sys_corr_eff_1: -0.8105627536286744 + Sys_corr_eff_2: -0.3012012059601721 + Sys_corr_eff_3: 0.09984497290974234 + Sys_corr_eff_4: 0.013964842422409474 + Sys_corr_eff_5: -0.06858045306704208 + Sys_corr_eff_6: 0.038466514569741525 + Sys_corr_eff_7: 0.0035576846012132833 + Sys_corr_eff_8: 0.003523585656847662 + Sys_corr_eff_9: 0.00673115504460186 + Sys_corr_eff_10: 0.012604894842800658 + Sys_corr_eff_11: -0.0011049394599316094 + Sys_corr_eff_12: -0.0006153457323951321 + Sys_corr_eff_13: 0.0007996812669985368 + Sys_corr_eff_14: 0.0002946538169747114 + Sys_corr_eff_15: -0.00027827122446408677 + Sys_corr_eff_16: -0.0005080493782531647 + Sys_corr_eff_17: -6.921056037294788e-05 + Sys_corr_eff_18: -3.071187975287345e-05 + Sys_back_corr: 0.17119055172526318 + Sys_back_unc: 0.17119055172526318 + Sys_fsr_corr: 0.14265879310438598 + Sys_fsr_unc: 0.14265879310438598 + Sys_clos_corr: 0.057063517241754395 + Sys_clos_unc: 0.057063517241754395 + Sys_Align_corr: 0.12363762069046785 + Sys_Align_unc: 0.12363762069046785 Luminosity: 2.7 - Efficiency: - - 0.5354700341465908 - - 0.31516657471320675 - - 0.14833376434196288 - - -0.07867734281088597 - - -0.07645652419869611 - - 0.041725400006498034 - - 0.007606297522860166 - - -0.01688676985783144 - - -0.00828619298804085 - - -0.015725388221482922 - - 0.000363523080448595 - - -0.0008089409065322267 - - 0.001046485391358134 - - 0.00031864717134898966 - - 0.0004161538258990394 - - -0.0006577646280128914 - - -0.00018454341687644126 - - 0.0008018832948166704 - Background_uncorrelated: 17.119055172526316 - Background_correlated: 17.119055172526316 - Final_state_radiation_uncorrelated: 14.265879310438597 - Final_state_radiation_correlated: 14.265879310438597 - Closure_uncorrelated: 5.706351724175439 - Closure_correlated: 5.706351724175439 - Alignment_uncorrelated: 12.363762069046784 - Alignment_correlated: 12.363762069046784 -- Statistical_uncertainty: - - -1.2540955522465002e-16 - - -3.959851271494951e-13 - - -7.023226965367306e-08 - - 6.587489326526816e-08 - - -0.10796348196620979 - - 0.2803478794082685 - - -0.02037124039854507 - - 0.19133445176914124 - - 0.10791960532039907 - - -0.18610365879550986 - - 0.0292742916330603 - - 0.27493071131399593 - - -9.428465484115234e-08 - - 6.64560008923626e-08 - - 5.633355855138555e-12 - - 4.682838849105586e-12 - - -5.400155768844546e-18 - - -5.166144105511949e-18 +- Stat_corr_1: -1.2540955522465002e-16 + Stat_corr_2: -3.959851271494951e-13 + Stat_corr_3: -7.023226965367306e-08 + Stat_corr_4: 6.587489326526816e-08 + Stat_corr_5: -0.10796348196620979 + Stat_corr_6: 0.2803478794082685 + Stat_corr_7: -0.02037124039854507 + Stat_corr_8: 0.19133445176914124 + Stat_corr_9: 0.10791960532039907 + Stat_corr_10: -0.18610365879550986 + Stat_corr_11: 0.0292742916330603 + Stat_corr_12: 0.27493071131399593 + Stat_corr_13: -9.428465484115234e-08 + Stat_corr_14: 6.64560008923626e-08 + Stat_corr_15: 5.633355855138555e-12 + Stat_corr_16: 4.682838849105586e-12 + Stat_corr_17: -5.400155768844546e-18 + Stat_corr_18: -5.166144105511949e-18 + Sys_corr_eff_1: -0.8835275841915563 + Sys_corr_eff_2: -0.14765782779869038 + Sys_corr_eff_3: 0.11097921641661905 + Sys_corr_eff_4: -0.07800150401540124 + Sys_corr_eff_5: -0.007238527155876915 + Sys_corr_eff_6: 0.02279905417772945 + Sys_corr_eff_7: 0.026727496653902987 + Sys_corr_eff_8: -0.012773170634548922 + Sys_corr_eff_9: -0.0072158481618930966 + Sys_corr_eff_10: -0.008948624504016766 + Sys_corr_eff_11: 0.0022091021418200996 + Sys_corr_eff_12: 0.004460676238374605 + Sys_corr_eff_13: -0.00032340902630458355 + Sys_corr_eff_14: -0.00020305627717669781 + Sys_corr_eff_15: 6.845467075183357e-05 + Sys_corr_eff_16: 0.0003244053828860683 + Sys_corr_eff_17: -2.4402957110478903e-05 + Sys_corr_eff_18: -2.4278153280412672e-05 + Sys_back_corr: 0.1402758432517873 + Sys_back_unc: 0.1402758432517873 + Sys_fsr_corr: 0.030059109268240132 + Sys_fsr_unc: 0.030059109268240132 + Sys_clos_corr: 0.010019703089413377 + Sys_clos_unc: 0.010019703089413377 + Sys_Align_corr: 0.10019703089413379 + Sys_Align_unc: 0.10019703089413379 Luminosity: 2.8 - Efficiency: - - 0.5675704391659063 - - 0.2176036947994734 - - 0.1892428004118905 - - -0.004953660477323955 - - -0.034746642626887 - - 0.04321157120538454 - - -0.03185820957628652 - - 0.004266304383508555 - - 0.008739488636829747 - - 0.0024567347763837176 - - 0.007111128530244014 - - -0.004765275774135945 - - 0.0013392700502571073 - - 0.00288385833288419 - - -0.0005316833410161168 - - 0.0010320246202163168 - - -9.477857867386175e-05 - - -0.00042328088310074157 - Background_uncorrelated: 14.027584325178731 - Background_correlated: 14.027584325178731 - Final_state_radiation_uncorrelated: 3.005910926824013 - Final_state_radiation_correlated: 3.005910926824013 - Closure_uncorrelated: 1.0019703089413379 - Closure_correlated: 1.0019703089413379 - Alignment_uncorrelated: 10.01970308941338 - Alignment_correlated: 10.01970308941338 -- Statistical_uncertainty: - - 2.0802058108818297e-18 - - 8.862096626563914e-15 - - 2.8561793987442643e-09 - - -2.6318119263505932e-09 - - -0.19865469386592335 - - 0.2089782108594446 - - -0.19472873307895125 - - -0.07477316753991664 - - -0.1967540750350952 - - -0.0835963976417209 - - -0.19555772763646476 - - -0.1985214480427322 - - 2.199968139127493e-06 - - -1.66894892162854e-06 - - -2.4025577115593484e-10 - - -2.0374421404232647e-10 - - 3.4896977844082694e-16 - - 3.337792471254158e-16 +- Stat_corr_1: 2.0802058108818297e-18 + Stat_corr_2: 8.862096626563914e-15 + Stat_corr_3: 2.8561793987442643e-09 + Stat_corr_4: -2.6318119263505932e-09 + Stat_corr_5: -0.19865469386592335 + Stat_corr_6: 0.2089782108594446 + Stat_corr_7: -0.19472873307895125 + Stat_corr_8: -0.07477316753991664 + Stat_corr_9: -0.1967540750350952 + Stat_corr_10: -0.0835963976417209 + Stat_corr_11: -0.19555772763646476 + Stat_corr_12: -0.1985214480427322 + Stat_corr_13: 2.199968139127493e-06 + Stat_corr_14: -1.66894892162854e-06 + Stat_corr_15: -2.4025577115593484e-10 + Stat_corr_16: -2.0374421404232647e-10 + Stat_corr_17: 3.4896977844082694e-16 + Stat_corr_18: 3.337792471254158e-16 + Sys_corr_eff_1: -0.935128111202657 + Sys_corr_eff_2: 0.012544207251757842 + Sys_corr_eff_3: 0.08453633681068624 + Sys_corr_eff_4: -0.0848321093664684 + Sys_corr_eff_5: 0.03628698462464959 + Sys_corr_eff_6: -0.02646081420647019 + Sys_corr_eff_7: 0.0027319878037049615 + Sys_corr_eff_8: 0.004802838905869583 + Sys_corr_eff_9: 0.006149478877561655 + Sys_corr_eff_10: -0.003793642107831563 + Sys_corr_eff_11: -0.00524758128028945 + Sys_corr_eff_12: -0.006619309987478672 + Sys_corr_eff_13: -3.954556397842944e-05 + Sys_corr_eff_14: -0.00031734477443148476 + Sys_corr_eff_15: -1.2713146355234748e-05 + Sys_corr_eff_16: -0.0001913633453607442 + Sys_corr_eff_17: -3.376050939428431e-06 + Sys_corr_eff_18: -0.00017109086934329474 + Sys_back_corr: 0.15644737533752365 + Sys_back_unc: 0.15644737533752365 + Sys_fsr_corr: 0.03128947506750473 + Sys_fsr_unc: 0.03128947506750473 + Sys_clos_corr: 0.010429825022501577 + Sys_clos_unc: 0.010429825022501577 + Sys_Align_corr: 0.06257895013500946 + Sys_Align_unc: 0.06257895013500946 Luminosity: 2.9 - Efficiency: - - 0.5960609816595657 - - 0.1140239750792983 - - 0.19868962745875593 - - 0.03504917716102831 - - -0.002736723823815206 - - 0.011848139475001735 - - -0.013789081321677206 - - 0.013806859814554507 - - 0.0007617473855249572 - - 0.006946970816542239 - - -0.002512430684657638 - - 0.004228994275561719 - - 0.00043607045199753753 - - 0.0002747645316656852 - - 0.001028227489531377 - - -9.484458430492842e-05 - - -0.0009058892756958041 - - 1.625049299334778e-05 - Background_uncorrelated: 15.644737533752364 - Background_correlated: 15.644737533752364 - Final_state_radiation_uncorrelated: 3.128947506750473 - Final_state_radiation_correlated: 3.128947506750473 - Closure_uncorrelated: 1.0429825022501578 - Closure_correlated: 1.0429825022501578 - Alignment_uncorrelated: 6.257895013500946 - Alignment_correlated: 6.257895013500946 -- Statistical_uncertainty: - - -4.196200797045483e-20 - - -2.453344461451626e-16 - - -1.372133836490318e-10 - - 1.2426401040952603e-10 - - -0.28172291589075543 - - 0.010027343119969417 - - -0.12301304507664894 - - -0.18407243150897348 - - 0.27594420546525067 - - 0.18026450794272528 - - 0.11347343840272332 - - -0.0002445040562699809 - - -4.509805218548944e-05 - - 3.685948361687351e-05 - - 9.095422989946783e-09 - - 7.872243112016655e-09 - - -2.024772260693045e-14 - - -1.9362257634736644e-14 +- Stat_corr_1: -4.196200797045483e-20 + Stat_corr_2: -2.453344461451626e-16 + Stat_corr_3: -1.372133836490318e-10 + Stat_corr_4: 1.2426401040952603e-10 + Stat_corr_5: -0.28172291589075543 + Stat_corr_6: 0.010027343119969417 + Stat_corr_7: -0.12301304507664894 + Stat_corr_8: -0.18407243150897348 + Stat_corr_9: 0.27594420546525067 + Stat_corr_10: 0.18026450794272528 + Stat_corr_11: 0.11347343840272332 + Stat_corr_12: -0.0002445040562699809 + Stat_corr_13: -4.509805218548944e-05 + Stat_corr_14: 3.685948361687351e-05 + Stat_corr_15: 9.095422989946783e-09 + Stat_corr_16: 7.872243112016655e-09 + Stat_corr_17: -2.024772260693045e-14 + Stat_corr_18: -1.9362257634736644e-14 + Sys_corr_eff_1: -0.9260001746582132 + Sys_corr_eff_2: 0.17262509094290715 + Sys_corr_eff_3: 0.035059324934049 + Sys_corr_eff_4: -0.03889319580079235 + Sys_corr_eff_5: 0.04434794571310464 + Sys_corr_eff_6: -0.021535770489549428 + Sys_corr_eff_7: -0.025029209692993732 + Sys_corr_eff_8: -0.0015030998812099162 + Sys_corr_eff_9: -0.0006860045695698532 + Sys_corr_eff_10: 0.008493600997023572 + Sys_corr_eff_11: 0.007821468277461673 + Sys_corr_eff_12: 0.0014399826775312796 + Sys_corr_eff_13: -0.0007581661192828965 + Sys_corr_eff_14: -0.00014096470048215108 + Sys_corr_eff_15: -0.000846026608360589 + Sys_corr_eff_16: -1.1699050792974038e-05 + Sys_corr_eff_17: 6.488707675307542e-05 + Sys_corr_eff_18: 4.058812253267295e-05 + Sys_back_corr: 0.11309465858297643 + Sys_back_unc: 0.11309465858297643 + Sys_fsr_corr: 0.04112533039380961 + Sys_fsr_unc: 0.04112533039380961 + Sys_clos_corr: 0.06168799559071441 + Sys_clos_unc: 0.06168799559071441 + Sys_Align_corr: 0.07196932818916682 + Sys_Align_unc: 0.07196932818916682 Luminosity: 2.9 - Efficiency: - - 0.6222221563269377 - - 0.0003446276870877306 - - 0.18409405478042482 - - 0.034710737250832034 - - 0.01137507473346057 - - -0.003856491538578947 - - 0.001687638246482337 - - 0.001512589464377527 - - 0.006369760843582348 - - 0.001106814370301305 - - 0.002411440839960475 - - -0.002252241978456365 - - -0.004108547464130273 - - -0.004445547164921175 - - 0.002267315264088269 - - 0.000299944027885958 - - 0.00022685322078782816 - - 2.210026585174395e-05 - Background_uncorrelated: 11.309465858297642 - Background_correlated: 11.309465858297642 - Final_state_radiation_uncorrelated: 4.112533039380962 - Final_state_radiation_correlated: 4.112533039380962 - Closure_uncorrelated: 6.1687995590714415 - Closure_correlated: 6.1687995590714415 - Alignment_uncorrelated: 7.1969328189166815 - Alignment_correlated: 7.1969328189166815 -- Statistical_uncertainty: - - 1.2863665057063279e-21 - - -2.3040302495685548e-18 - - 7.378785966003638e-12 - - -6.56562416590135e-12 - - -0.29515395918266263 - - -0.17380213256852317 - - 0.09358752047630677 - - 0.027554690784835925 - - -0.2838805391184421 - - 0.03820422699797501 - - 0.1014069873062834 - - 0.17557568128244488 - - 0.0008064258631360716 - - -0.0007095170374011939 - - -2.975340571329816e-07 - - -2.627168835745581e-07 - - 1.003818729816987e-12 - - 9.597240155317734e-13 +- Stat_corr_1: 1.2863665057063279e-21 + Stat_corr_2: -2.3040302495685548e-18 + Stat_corr_3: 7.378785966003638e-12 + Stat_corr_4: -6.56562416590135e-12 + Stat_corr_5: -0.29515395918266263 + Stat_corr_6: -0.17380213256852317 + Stat_corr_7: 0.09358752047630677 + Stat_corr_8: 0.027554690784835925 + Stat_corr_9: -0.2838805391184421 + Stat_corr_10: 0.03820422699797501 + Stat_corr_11: 0.1014069873062834 + Stat_corr_12: 0.17557568128244488 + Stat_corr_13: 0.0008064258631360716 + Stat_corr_14: -0.0007095170374011939 + Stat_corr_15: -2.975340571329816e-07 + Stat_corr_16: -2.627168835745581e-07 + Stat_corr_17: 1.003818729816987e-12 + Stat_corr_18: 9.597240155317734e-13 + Sys_corr_eff_1: -0.8203654348341425 + Sys_corr_eff_2: 0.3039857352787894 + Sys_corr_eff_3: -0.012456654932675 + Sys_corr_eff_4: 0.028182708008579263 + Sys_corr_eff_5: 0.029227370361782547 + Sys_corr_eff_6: 0.005933230770092038 + Sys_corr_eff_7: -0.01723786752996654 + Sys_corr_eff_8: 0.007975511702724728 + Sys_corr_eff_9: -0.003998736607540246 + Sys_corr_eff_10: -0.0025391851149016453 + Sys_corr_eff_11: -0.00722107853138368 + Sys_corr_eff_12: 0.00661414821144358 + Sys_corr_eff_13: 0.0009078912575405331 + Sys_corr_eff_14: 0.0009112782939612366 + Sys_corr_eff_15: -0.00011888867801687092 + Sys_corr_eff_16: -0.0001593671856888379 + Sys_corr_eff_17: 2.3447048286774455e-05 + Sys_corr_eff_18: 0.00012024968824975288 + Sys_back_corr: 0.10484979351434129 + Sys_back_unc: 0.10484979351434129 + Sys_fsr_corr: 0.07625439528315729 + Sys_fsr_unc: 0.07625439528315729 + Sys_clos_corr: 0.37174017700539186 + Sys_clos_unc: 0.37174017700539186 + Sys_Align_corr: 0.09531799410394663 + Sys_Align_unc: 0.09531799410394663 Luminosity: 2.7 - Efficiency: - - 0.6198418351453017 - - -0.11995226665503855 - - 0.15241803769615597 - - 0.017966561133595616 - - 0.000873706086423962 - - -0.01321243055741708 - - 0.0013083761249578028 - - -0.008439212660032405 - - -0.002121663534372007 - - 0.005514128548792211 - - 0.005302453059093888 - - 0.005960402032647446 - - 0.0016689103844556054 - - 0.0014656102520623274 - - 0.0001732252429262571 - - -0.0011331560692310393 - - 0.000570584759076177 - - 0.00033375049227026894 - Background_uncorrelated: 10.484979351434129 - Background_correlated: 10.484979351434129 - Final_state_radiation_uncorrelated: 7.62543952831573 - Final_state_radiation_correlated: 7.62543952831573 - Closure_uncorrelated: 37.17401770053918 - Closure_correlated: 37.17401770053918 - Alignment_uncorrelated: 9.531799410394663 - Alignment_correlated: 9.531799410394663 -- Statistical_uncertainty: - - 1.7421092381308336e-22 - - -8.709328312811946e-19 - - -4.3838566133987604e-13 - - 3.725462874526572e-13 - - -0.1953214580129385 - - -0.1816927237365831 - - 0.16902724313164932 - - 0.17561207691230046 - - 0.1803207421291799 - - -0.17366046391204673 - - -0.1637697722034385 - - -0.17201610407567053 - - -0.01345807258952358 - - 0.01275722209896549 - - 9.162709517072534e-06 - - 8.256823324308426e-06 - - -4.729621565446645e-11 - - -4.520914000382147e-11 +- Stat_corr_1: 1.7421092381308336e-22 + Stat_corr_2: -8.709328312811946e-19 + Stat_corr_3: -4.3838566133987604e-13 + Stat_corr_4: 3.725462874526572e-13 + Stat_corr_5: -0.1953214580129385 + Stat_corr_6: -0.1816927237365831 + Stat_corr_7: 0.16902724313164932 + Stat_corr_8: 0.17561207691230046 + Stat_corr_9: 0.1803207421291799 + Stat_corr_10: -0.17366046391204673 + Stat_corr_11: -0.1637697722034385 + Stat_corr_12: -0.17201610407567053 + Stat_corr_13: -0.01345807258952358 + Stat_corr_14: 0.01275722209896549 + Stat_corr_15: 9.162709517072534e-06 + Stat_corr_16: 8.256823324308426e-06 + Stat_corr_17: -4.729621565446645e-11 + Stat_corr_18: -4.520914000382147e-11 + Sys_corr_eff_1: -0.6664136569372203 + Sys_corr_eff_2: 0.3816663143478893 + Sys_corr_eff_3: -0.023046020247098405 + Sys_corr_eff_4: 0.05170916708345155 + Sys_corr_eff_5: -0.001233702859246696 + Sys_corr_eff_6: 0.0037936940839150887 + Sys_corr_eff_7: 0.015322377037974379 + Sys_corr_eff_8: 0.0015017003968972845 + Sys_corr_eff_9: 0.0019931234142538897 + Sys_corr_eff_10: 0.0057674870716995785 + Sys_corr_eff_11: 0.0005036680547019098 + Sys_corr_eff_12: -0.0018775420119121033 + Sys_corr_eff_13: -0.0023026012237213384 + Sys_corr_eff_14: 0.000884587470081863 + Sys_corr_eff_15: 0.0017797865322931902 + Sys_corr_eff_16: 0.0007186868320437107 + Sys_corr_eff_17: 0.00019816222336401494 + Sys_corr_eff_18: -1.304383852810384e-05 + Sys_back_corr: 0.05865450749942412 + Sys_back_unc: 0.05865450749942412 + Sys_fsr_corr: 0.13406744571296944 + Sys_fsr_unc: 0.13406744571296944 + Sys_clos_corr: 0.25137646071181763 + Sys_clos_unc: 0.25137646071181763 + Sys_Align_corr: 0.07541293821354529 + Sys_Align_unc: 0.07541293821354529 Luminosity: 2.4 - Efficiency: - - 0.5937488636487858 - - -0.22493472679035184 - - 0.13253187416211243 - - 0.02910341425148264 - - -0.02699138476827319 - - -0.011415928748277812 - - -0.0007327948520619178 - - 0.0055325207960403066 - - -0.004126162901271344 - - -0.006248264350901441 - - -0.0013313440154839248 - - 0.0001750949491114414 - - 0.0003458740726164114 - - -0.0013862002506375142 - - -0.0010204831939063202 - - -0.0013534284921038408 - - 1.0355969791877498e-06 - - -0.0014702569270806877 - Background_uncorrelated: 5.865450749942412 - Background_correlated: 5.865450749942412 - Final_state_radiation_uncorrelated: 13.406744571296942 - Final_state_radiation_correlated: 13.406744571296942 - Closure_uncorrelated: 25.137646071181763 - Closure_correlated: 25.137646071181763 - Alignment_uncorrelated: 7.541293821354529 - Alignment_correlated: 7.541293821354529 -- Statistical_uncertainty: - - 9.128759710420318e-24 - - -5.0683332568739983e-20 - - 1.20282346727695e-13 - - 1.286979184051665e-13 - - -0.00830599522465288 - - -0.007959526273074937 - - 0.0075706991856797886 - - 0.008043310171964057 - - 0.009163135830581162 - - -0.008128411938796648 - - -0.007847894916884134 - - -0.008445284218161512 - - 0.2794748203022542 - - -0.28523025874528074 - - -0.0003483870002050464 - - -0.000320282259632498 - - 2.725953808707951e-09 - - 2.6051310377486135e-09 +- Stat_corr_1: 9.128759710420318e-24 + Stat_corr_2: -5.0683332568739983e-20 + Stat_corr_3: 1.20282346727695e-13 + Stat_corr_4: 1.286979184051665e-13 + Stat_corr_5: -0.00830599522465288 + Stat_corr_6: -0.007959526273074937 + Stat_corr_7: 0.0075706991856797886 + Stat_corr_8: 0.008043310171964057 + Stat_corr_9: 0.009163135830581162 + Stat_corr_10: -0.008128411938796648 + Stat_corr_11: -0.007847894916884134 + Stat_corr_12: -0.008445284218161512 + Stat_corr_13: 0.2794748203022542 + Stat_corr_14: -0.28523025874528074 + Stat_corr_15: -0.0003483870002050464 + Stat_corr_16: -0.000320282259632498 + Stat_corr_17: 2.725953808707951e-09 + Stat_corr_18: 2.6051310377486135e-09 + Sys_corr_eff_1: -0.5065437925488023 + Sys_corr_eff_2: 0.390068534111326 + Sys_corr_eff_3: -0.05109729970014289 + Sys_corr_eff_4: 0.03333212967618764 + Sys_corr_eff_5: -0.03643494498425634 + Sys_corr_eff_6: -0.01338936481370616 + Sys_corr_eff_7: 0.004325061734697988 + Sys_corr_eff_8: -0.005726375341639083 + Sys_corr_eff_9: -0.0021505466316626806 + Sys_corr_eff_10: -0.004839955983489253 + Sys_corr_eff_11: 0.003997001040949778 + Sys_corr_eff_12: -0.0022261400083364116 + Sys_corr_eff_13: 0.004701658123975716 + Sys_corr_eff_14: 0.000292324699322794 + Sys_corr_eff_15: 0.0007169076386029687 + Sys_corr_eff_16: -0.0004872161401940302 + Sys_corr_eff_17: -8.880271335718223e-05 + Sys_corr_eff_18: 1.3234307480492342e-05 + Sys_back_corr: 0.049002499936227746 + Sys_back_unc: 0.049002499936227746 + Sys_fsr_corr: 0.0350017856687341 + Sys_fsr_unc: 0.0350017856687341 + Sys_clos_corr: 0.2030103568786578 + Sys_clos_unc: 0.2030103568786578 + Sys_Align_corr: 0.0700035713374682 + Sys_Align_unc: 0.0700035713374682 Luminosity: 2.0 - Efficiency: - - 0.5633762505017683 - - -0.30064825743068324 - - 0.0925032258303523 - - 0.06687980560660493 - - -0.033142836097571654 - - 0.004068169203443076 - - 0.02118553746523981 - - 0.0030190330961740786 - - 0.0057115419959130635 - - 0.004746320172721772 - - -0.003691829504197511 - - -0.003224585048332213 - - -0.005299449506304757 - - 0.001968823137323758 - - -0.0016618520708491377 - - -0.0009341877478335329 - - 4.483065635864251e-06 - - 0.0005996781935539783 - Background_uncorrelated: 4.900249993622775 - Background_correlated: 4.900249993622775 - Final_state_radiation_uncorrelated: 3.5001785668734104 - Final_state_radiation_correlated: 3.5001785668734104 - Closure_uncorrelated: 20.301035687865777 - Closure_correlated: 20.301035687865777 - Alignment_uncorrelated: 7.000357133746821 - Alignment_correlated: 7.000357133746821 -- Statistical_uncertainty: - - 2.553481142583765e-25 - - 2.7781095686610386e-21 - - 5.746459331425827e-13 - - -4.948429748817661e-13 - - -0.0002799487855000867 - - -0.000276439247533503 - - 0.00026888220453708125 - - 0.0002921752557062247 - - 0.00036957862006539315 - - -0.0003017967837152693 - - -0.00029837035752764476 - - -0.00032901830467328843 - - 0.2913255398151566 - - 0.27391376563384917 - - 0.007203450023561356 - - 0.0069319372365690005 - - -1.2368866961791605e-07 - - -1.1816775529940136e-07 +- Stat_corr_1: 2.553481142583765e-25 + Stat_corr_2: 2.7781095686610386e-21 + Stat_corr_3: 5.746459331425827e-13 + Stat_corr_4: -4.948429748817661e-13 + Stat_corr_5: -0.0002799487855000867 + Stat_corr_6: -0.000276439247533503 + Stat_corr_7: 0.00026888220453708125 + Stat_corr_8: 0.0002921752557062247 + Stat_corr_9: 0.00036957862006539315 + Stat_corr_10: -0.0003017967837152693 + Stat_corr_11: -0.00029837035752764476 + Stat_corr_12: -0.00032901830467328843 + Stat_corr_13: 0.2913255398151566 + Stat_corr_14: 0.27391376563384917 + Stat_corr_15: 0.007203450023561356 + Stat_corr_16: 0.0069319372365690005 + Stat_corr_17: -1.2368866961791605e-07 + Stat_corr_18: -1.1816775529940136e-07 + Sys_corr_eff_1: -0.35786979024082094 + Sys_corr_eff_2: 0.3504422946140813 + Sys_corr_eff_3: -0.09670812885188379 + Sys_corr_eff_4: 0.0014319670810077768 + Sys_corr_eff_5: -0.043183485688903046 + Sys_corr_eff_6: 0.011228285091139645 + Sys_corr_eff_7: -0.005926406051875493 + Sys_corr_eff_8: 0.0050213933438465015 + Sys_corr_eff_9: -0.0029176381282594137 + Sys_corr_eff_10: 2.5370248912670633e-05 + Sys_corr_eff_11: -0.0011147672937460332 + Sys_corr_eff_12: 0.0006320317622020349 + Sys_corr_eff_13: -0.0012443980648972983 + Sys_corr_eff_14: -0.0031253464843944974 + Sys_corr_eff_15: 0.00019137290083237748 + Sys_corr_eff_16: -7.958871527613455e-06 + Sys_corr_eff_17: -0.00017682085765375471 + Sys_corr_eff_18: -8.050781231331173e-06 + Sys_back_corr: 0.05487148622007609 + Sys_back_unc: 0.05487148622007609 + Sys_fsr_corr: 0.09876867519613694 + Sys_fsr_unc: 0.09876867519613694 + Sys_clos_corr: 0.41153614665057064 + Sys_clos_unc: 0.41153614665057064 + Sys_Align_corr: 0.09328152657412936 + Sys_Align_unc: 0.09328152657412936 Luminosity: 1.6 - Efficiency: - - 0.5385231803219944 - - -0.36511117134012544 - - 0.02308907083780186 - - 0.09931473379582537 - - 0.0006202488386868036 - - 0.033299046977319 - - 0.011269411323154687 - - -0.024324513352628918 - - -0.006140589653227487 - - -8.584005577154842e-06 - - 0.00019806615885314388 - - 0.002373166073220376 - - 0.001089674230460612 - - -0.003117491412151226 - - -0.0021488738916794477 - - 0.0017974385441974175 - - -5.588793588320197e-05 - - 0.00025823438712481125 - Background_uncorrelated: 5.487148622007609 - Background_correlated: 5.487148622007609 - Final_state_radiation_uncorrelated: 9.876867519613695 - Final_state_radiation_correlated: 9.876867519613695 - Closure_uncorrelated: 41.15361466505706 - Closure_correlated: 41.15361466505706 - Alignment_uncorrelated: 9.328152657412936 - Alignment_correlated: 9.328152657412936 -- Statistical_uncertainty: - - 4.849912292981685e-27 - - 1.8699032784186476e-23 - - 1.8925855201333446e-14 - - -1.666278197614619e-14 - - -3.880283834203188e-06 - - -3.898840193999211e-06 - - 3.841197090143899e-06 - - 4.227683627615631e-06 - - 5.665806803764561e-06 - - -4.420954611170439e-06 - - -4.428817716300194e-06 - - -4.949852258644558e-06 - - 0.009270088870492582 - - 0.00958078684364667 - - -0.211139876889979 - - -0.2127022004653859 - - 7.961792451451544e-06 - - 7.603925962849375e-06 +- Stat_corr_1: 4.849912292981685e-27 + Stat_corr_2: 1.8699032784186476e-23 + Stat_corr_3: 1.8925855201333446e-14 + Stat_corr_4: -1.666278197614619e-14 + Stat_corr_5: -3.880283834203188e-06 + Stat_corr_6: -3.898840193999211e-06 + Stat_corr_7: 3.841197090143899e-06 + Stat_corr_8: 4.227683627615631e-06 + Stat_corr_9: 5.665806803764561e-06 + Stat_corr_10: -4.420954611170439e-06 + Stat_corr_11: -4.428817716300194e-06 + Stat_corr_12: -4.949852258644558e-06 + Stat_corr_13: 0.009270088870492582 + Stat_corr_14: 0.00958078684364667 + Stat_corr_15: -0.211139876889979 + Stat_corr_16: -0.2127022004653859 + Stat_corr_17: 7.961792451451544e-06 + Stat_corr_18: 7.603925962849375e-06 + Sys_corr_eff_1: -0.22983922812961582 + Sys_corr_eff_2: 0.2817303339404753 + Sys_corr_eff_3: -0.13199714626734094 + Sys_corr_eff_4: -0.006398224468824056 + Sys_corr_eff_5: -0.013344765329849137 + Sys_corr_eff_6: 0.020611496526354713 + Sys_corr_eff_7: 0.013050089088444664 + Sys_corr_eff_8: 0.0012651159585633288 + Sys_corr_eff_9: 0.005698779412560651 + Sys_corr_eff_10: -0.001706606575618153 + Sys_corr_eff_11: -0.00036446964090997247 + Sys_corr_eff_12: -0.003327721793886299 + Sys_corr_eff_13: 0.0007275461949024436 + Sys_corr_eff_14: 0.00048780524205863524 + Sys_corr_eff_15: -0.002166872622667174 + Sys_corr_eff_16: 0.0007427991119064161 + Sys_corr_eff_17: 2.2922955990605138e-05 + Sys_corr_eff_18: 0.00013116214004054135 + Sys_back_corr: 0.03684733436763099 + Sys_back_unc: 0.03684733436763099 + Sys_fsr_corr: 0.13510689268131365 + Sys_fsr_unc: 0.13510689268131365 + Sys_clos_corr: 0.11054200310289299 + Sys_clos_unc: 0.11054200310289299 + Sys_Align_corr: 0.053223927419911436 + Sys_Align_unc: 0.053223927419911436 Luminosity: 1.2 - Efficiency: - - 0.5028179056680264 - - -0.417571946617052 - - -0.07071158576208862 - - 0.10508227946876653 - - 0.05915125468605951 - - 0.02792741630457577 - - -0.03235100426312025 - - -0.0022591445889414597 - - -0.01680671675042267 - - -0.0033619964041234594 - - -0.005099884448191309 - - 0.00017855694858542802 - - -0.0007250103686169638 - - 0.0032846329336123892 - - 0.0015655613813334028 - - 0.001087982344349571 - - 0.00030396515086062847 - - -0.00023581165879018917 - Background_uncorrelated: 3.684733436763099 - Background_correlated: 3.684733436763099 - Final_state_radiation_uncorrelated: 13.510689268131364 - Final_state_radiation_correlated: 13.510689268131364 - Closure_uncorrelated: 11.054200310289298 - Closure_correlated: 11.054200310289298 - Alignment_uncorrelated: 5.322392741991144 - Alignment_correlated: 5.322392741991144 -- Statistical_uncertainty: - - 3.057082410827335e-30 - - 9.178058960657213e-22 - - 4.269919670795368e-16 - - -3.843500162268118e-16 - - -3.685814415706281e-08 - - -3.768381853130384e-08 - - 3.76057149821376e-08 - - 4.192211866108945e-08 - - 5.9524172600674976e-08 - - -4.438111227130656e-08 - - -4.505048728650137e-08 - - -5.103202421890207e-08 - - 0.00020207499311419822 - - 0.0002295461429928117 - - -0.21662213034340685 - - 0.20754386298000324 - - -0.00039888516140214883 - - -0.0003807226011399234 +- Stat_corr_1: 3.057082410827335e-30 + Stat_corr_2: 9.178058960657213e-22 + Stat_corr_3: 4.269919670795368e-16 + Stat_corr_4: -3.843500162268118e-16 + Stat_corr_5: -3.685814415706281e-08 + Stat_corr_6: -3.768381853130384e-08 + Stat_corr_7: 3.76057149821376e-08 + Stat_corr_8: 4.192211866108945e-08 + Stat_corr_9: 5.9524172600674976e-08 + Stat_corr_10: -4.438111227130656e-08 + Stat_corr_11: -4.505048728650137e-08 + Stat_corr_12: -5.103202421890207e-08 + Stat_corr_13: 0.00020207499311419822 + Stat_corr_14: 0.0002295461429928117 + Stat_corr_15: -0.21662213034340685 + Stat_corr_16: 0.20754386298000324 + Stat_corr_17: -0.00039888516140214883 + Stat_corr_18: -0.0003807226011399234 + Sys_corr_eff_1: -0.13415575201041444 + Sys_corr_eff_2: 0.19414676823466331 + Sys_corr_eff_3: -0.12570009052713485 + Sys_corr_eff_4: 0.01387228578729085 + Sys_corr_eff_5: 0.008463053890364997 + Sys_corr_eff_6: 0.0022265738276946276 + Sys_corr_eff_7: 0.012825953925441065 + Sys_corr_eff_8: -0.014007056721950574 + Sys_corr_eff_9: 0.0024410905989727563 + Sys_corr_eff_10: -0.0018801906899045934 + Sys_corr_eff_11: -0.00012908056547190016 + Sys_corr_eff_12: -0.0005201015247190945 + Sys_corr_eff_13: -0.003630932164626689 + Sys_corr_eff_14: 0.0007565082760917134 + Sys_corr_eff_15: -0.00039091649437473787 + Sys_corr_eff_16: -0.001124796874083655 + Sys_corr_eff_17: -0.00018278038699778135 + Sys_corr_eff_18: 3.602111254576968e-05 + Sys_back_corr: 0.025137646071181765 + Sys_back_unc: 0.025137646071181765 + Sys_fsr_corr: 0.011172287142747452 + Sys_fsr_unc: 0.011172287142747452 + Sys_clos_corr: 0.20948038392651472 + Sys_clos_unc: 0.20948038392651472 + Sys_Align_corr: 0.03630993321392922 + Sys_Align_unc: 0.03630993321392922 Luminosity: 0.8 - Efficiency: - - 0.4676415967325037 - - -0.44670295862869214 - - -0.1564761872376542 - - 0.07691862294195975 - - 0.10193828129991794 - - -0.030016208481193175 - - -0.028768197794780532 - - 0.036128275883642195 - - 0.017307208461503635 - - -0.003134798151863176 - - -0.00114187770638988 - - -0.002301252312818445 - - 0.004863290368030984 - - -0.001092511210922488 - - -2.8550377694416845e-05 - - -0.0004108208047325618 - - 2.1616547481464356e-05 - - 0.0005506725938968392 - Background_uncorrelated: 2.5137646071181763 - Background_correlated: 2.5137646071181763 - Final_state_radiation_uncorrelated: 1.1172287142747452 - Final_state_radiation_correlated: 1.1172287142747452 - Closure_uncorrelated: 20.948038392651473 - Closure_correlated: 20.948038392651473 - Alignment_uncorrelated: 3.6309933213929217 - Alignment_correlated: 3.6309933213929217 -- Statistical_uncertainty: - - -4.2049300959435694e-31 - - 5.0584230144662365e-24 - - 1.2490427246724493e-18 - - -1.1359810887512998e-18 - - -6.55241840335504e-11 - - -6.778344901879182e-11 - - 6.822850464065708e-11 - - 7.671373908788493e-11 - - 1.1316802894234724e-10 - - -8.18821397209034e-11 - - -8.384826866721578e-11 - - -9.582882936072947e-11 - - 5.815617570478596e-07 - - 6.903753182192262e-07 - - -0.0011713895555181028 - - 0.0011680173217524274 - - 0.07234963883394303 - - 0.06901299400713286 +- Stat_corr_1: -4.2049300959435694e-31 + Stat_corr_2: 5.0584230144662365e-24 + Stat_corr_3: 1.2490427246724493e-18 + Stat_corr_4: -1.1359810887512998e-18 + Stat_corr_5: -6.55241840335504e-11 + Stat_corr_6: -6.778344901879182e-11 + Stat_corr_7: 6.822850464065708e-11 + Stat_corr_8: 7.671373908788493e-11 + Stat_corr_9: 1.1316802894234724e-10 + Stat_corr_10: -8.18821397209034e-11 + Stat_corr_11: -8.384826866721578e-11 + Stat_corr_12: -9.582882936072947e-11 + Stat_corr_13: 5.815617570478596e-07 + Stat_corr_14: 6.903753182192262e-07 + Stat_corr_15: -0.0011713895555181028 + Stat_corr_16: 0.0011680173217524274 + Stat_corr_17: 0.07234963883394303 + Stat_corr_18: 0.06901299400713286 + Sys_corr_eff_1: -0.04542081206058563 + Sys_corr_eff_2: 0.08108055377630122 + Sys_corr_eff_3: -0.07598382501593592 + Sys_corr_eff_4: 0.04152360483923823 + Sys_corr_eff_5: -0.006862316052407083 + Sys_corr_eff_6: 0.0031535528069790175 + Sys_corr_eff_7: -0.005351821008075128 + Sys_corr_eff_8: -0.001737236168312107 + Sys_corr_eff_9: -0.00027923042916759837 + Sys_corr_eff_10: -0.0006423377300324559 + Sys_corr_eff_11: 0.0004065212343233978 + Sys_corr_eff_12: 0.002372083371131094 + Sys_corr_eff_13: 0.00010874177081710663 + Sys_corr_eff_14: 0.00038598226720422776 + Sys_corr_eff_15: -0.0006030005673399694 + Sys_corr_eff_16: 0.00014377448242115765 + Sys_corr_eff_17: 2.3335498675689107e-05 + Sys_corr_eff_18: -0.0006145850883838091 + Sys_back_corr: 0.011582409075835649 + Sys_back_unc: 0.011582409075835649 + Sys_fsr_corr: 0.01801708078463323 + Sys_fsr_unc: 0.01801708078463323 + Sys_clos_corr: 0.10424168168252083 + Sys_clos_unc: 0.10424168168252083 + Sys_Align_corr: 0.009008540392316616 + Sys_Align_unc: 0.009008540392316616 Luminosity: 0.4 - Efficiency: - - 0.40449848551858125 - - -0.4622038196142874 - - -0.3013842592426222 - - -0.06759666335824552 - - 0.05703161387049013 - - -0.0931641190352566 - - 0.06896315237727266 - - -0.025099967976435125 - - -0.0026675937696379235 - - -0.0009488427617647171 - - 0.004053136251158224 - - -0.0013411962322969948 - - -9.304692357436155e-05 - - 0.0013445977987145371 - - 0.0007098763398140442 - - 9.323720554556266e-05 - - -0.0003849353421966638 - - -0.00014290743540444048 - Background_uncorrelated: 1.158240907583565 - Background_correlated: 1.158240907583565 - Final_state_radiation_uncorrelated: 1.8017080784633233 - Final_state_radiation_correlated: 1.8017080784633233 - Closure_uncorrelated: 10.424168168252084 - Closure_correlated: 10.424168168252084 - Alignment_uncorrelated: 0.9008540392316616 - Alignment_correlated: 0.9008540392316616 -- Statistical_uncertainty: - - -3.88727200064197e-34 - - 1.5476641475404715e-27 - - 2.0277162652177495e-22 - - -1.8633206832201114e-22 - - -6.464606380759854e-15 - - -6.766510040561896e-15 - - 6.8698960171117655e-15 - - 7.790680374189694e-15 - - 1.194060807167572e-14 - - -8.384023586298857e-15 - - -8.660859907879246e-15 - - -9.98669710465405e-15 - - 9.288624540879822e-11 - - 1.1523192396247392e-10 - - -3.5153789299081876e-07 - - 3.648051332885016e-07 - - -0.06884510619364362 - - 0.07252827967716594 +- Stat_corr_1: -3.88727200064197e-34 + Stat_corr_2: 1.5476641475404715e-27 + Stat_corr_3: 2.0277162652177495e-22 + Stat_corr_4: -1.8633206832201114e-22 + Stat_corr_5: -6.464606380759854e-15 + Stat_corr_6: -6.766510040561896e-15 + Stat_corr_7: 6.8698960171117655e-15 + Stat_corr_8: 7.790680374189694e-15 + Stat_corr_9: 1.194060807167572e-14 + Stat_corr_10: -8.384023586298857e-15 + Stat_corr_11: -8.660859907879246e-15 + Stat_corr_12: -9.98669710465405e-15 + Stat_corr_13: 9.288624540879822e-11 + Stat_corr_14: 1.1523192396247392e-10 + Stat_corr_15: -3.5153789299081876e-07 + Stat_corr_16: 3.648051332885016e-07 + Stat_corr_17: -0.06884510619364362 + Stat_corr_18: 0.07252827967716594 + Sys_corr_eff_1: -0.003816487184107115 + Sys_corr_eff_2: 0.00887309321023693 + Sys_corr_eff_3: -0.011630070348509753 + Sys_corr_eff_4: 0.010792706767630982 + Sys_corr_eff_5: -0.005931383031274085 + Sys_corr_eff_6: 0.006169244241757408 + Sys_corr_eff_7: 0.003589107607929938 + Sys_corr_eff_8: -0.0025544979479179995 + Sys_corr_eff_9: 0.0007714088043238296 + Sys_corr_eff_10: -0.0018451789522382492 + Sys_corr_eff_11: -0.00019949206715749507 + Sys_corr_eff_12: 1.5479609251721998e-05 + Sys_corr_eff_13: 0.00014083245194751375 + Sys_corr_eff_14: -0.0007148585518032758 + Sys_corr_eff_15: -0.00026098766553175597 + Sys_corr_eff_16: -0.0004488087893577122 + Sys_corr_eff_17: 0.0009984169215514268 + Sys_corr_eff_18: 1.1136702599782919e-05 + Sys_back_corr: 0.004772970773009197 + Sys_back_unc: 0.004772970773009197 + Sys_fsr_corr: 0.0053457272657703005 + Sys_fsr_unc: 0.0053457272657703005 + Sys_clos_corr: 0.05441186681230485 + Sys_clos_unc: 0.05441186681230485 + Sys_Align_corr: 0.009355022715098023 + Sys_Align_unc: 0.009355022715098023 Luminosity: 0.1 - Efficiency: - - 0.30696672372741635 - - -0.42946071378077677 - - -0.44891879102371834 - - -0.31700093705094345 - - -0.14775530193532216 - - 0.0692174484740184 - - -0.03187230656254208 - - 0.008062608206721897 - - 0.002117701471756438 - - 0.0026141885772617097 - - 0.00043860883223083183 - - 0.0009645791438901612 - - -0.0008193866755733695 - - -0.0007382674577191521 - - 0.00020075246613584878 - - -0.00013257164636161273 - - 2.5882546806064135e-06 - - -3.269091888366855e-05 - Background_uncorrelated: 0.47729707730091964 - Background_correlated: 0.47729707730091964 - Final_state_radiation_uncorrelated: 0.53457272657703 - Final_state_radiation_correlated: 0.53457272657703 - Closure_uncorrelated: 5.4411866812304845 - Closure_correlated: 5.4411866812304845 - Alignment_uncorrelated: 0.9355022715098024 - Alignment_correlated: 0.9355022715098024 From ecf8b25bac81991320b689db75ae3ebf0885d451 Mon Sep 17 00:00:00 2001 From: achiefa Date: Tue, 19 Mar 2024 18:19:53 +0000 Subject: [PATCH 18/21] Removing double distribution and correcting uncertainties --- .../LHCB_Z0J_13TEV_2022/filter.py | 125 +- .../LHCB_Z0J_13TEV_2022/metadata.yaml | 43 +- .../uncertainties_dimuon_pT.yaml | 1223 +++++++++-------- 3 files changed, 734 insertions(+), 657 deletions(-) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/filter.py b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/filter.py index 412fbc5d7b..c0034f7ed7 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/filter.py +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/filter.py @@ -24,20 +24,21 @@ ndata_obs[observable['observable_name']] = observable['ndata'] # Append bin values - with open("rawdata/" + str(observable['tables']['data']) + ".yaml", 'r') as file: + with open("rawdata/" + str(observable['tables'][0]) + ".yaml", 'r') as file: data[observable['observable_name']] = yaml.safe_load(file) + # Append systematic uncertainties + with open("rawdata/" + str(observable['tables'][1]) + ".yaml", 'r') as file: + syserr[observable['observable_name']] = yaml.safe_load(file) + # Append statistical uncertainties - with open("rawdata/" + str(observable['tables']['stat']) + ".yaml", 'r') as file: + with open("rawdata/" + str(observable['tables'][2]) + ".yaml", 'r') as file: statcorr[observable['observable_name']] = yaml.safe_load(file) # Append efficiency uncertainties - with open("rawdata/" + str(observable['tables']['eff']) + ".yaml", 'r') as file: + with open("rawdata/" + str(observable['tables'][3]) + ".yaml", 'r') as file: effcorr[observable['observable_name']] = yaml.safe_load(file) - # Append systematic uncertainties - with open("rawdata/" + str(observable['tables']['sys']) + ".yaml", 'r') as file: - syserr[observable['observable_name']] = yaml.safe_load(file) # Utility functions @@ -137,7 +138,7 @@ def CheckFunctions(B): "source":"statistical", "type":"CORR", "correlation matrix": statcorr, - "label":"Statistical_uncertainty", + "label":"Stat_corr", "absolute":True}, "Eff(%)" : { "description":"Correlated uncertainties from the selection efficiencies with correlation matrix.", @@ -145,41 +146,41 @@ def CheckFunctions(B): "source":"systematic", "type":"CORR", "correlation matrix": effcorr, - "label":"Efficiency", - "absolute":True}, + "label":"Sys_corr_eff", + "absolute":False}, "BKG(%)" : { "description":"Background contributions from heavy flavours, misidentified hadrons and physics processes.", "treatment":"MULT", "source":"systematic", "correlation fraction": 0.50, - "label":"Background", + "label":"Sys_back", "absolute":False}, "FSR(%)" : { "description":"Correlated uncertainties from final state radiation corrections.", "treatment":"MULT", "source":"systematic", "correlation fraction": 0.50, - "label":"Final_state_radiation", + "label":"Sys_fsr", "absolute":False}, "Closure(%)" : { "description":"Correlated uncertainties from closure test.", "treatment":"MULT", "source":"systematic", "correlation fraction": 0.50, - "label":"Closure", + "label":"Sys_clos", "absolute":False}, "Alignment(%)" : { "description":"Correlated uncertainties from detector alignment and momentum scale calibration.", "treatment":"MULT", "source":"systematic", "correlation fraction": 0.50, - "label":"Alignment", + "label":"Sys_align", "absolute":False}, "Unfold(%)" : { "description":"Correlated uncertainties due to unfolding corrections applied only to pT.", "treatment":"MULT", "source":"systematic", - "label":"Unfold", + "label":"Sys_unfold", "type":"UNCORR", "absolute":False}, @@ -212,7 +213,7 @@ def processData(): data_central = [] kin = [] - error = [] + error_diag = [] ndata = ndata_obs[obs] # Loop over the bins @@ -253,32 +254,22 @@ def processData(): kin_value = {'pT': {'min': kin1_min, 'mid': 0.5*(kin1_min+kin1_max), 'max': kin1_max}, 'yZ': {'min': kin2_min, 'mid': 0.5*(kin2_min+kin2_max), 'max': kin2_max}, 'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, - 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None} - } + 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None}} elif len(data[obs]['dependent_variables']) == 1: kin_value = {'pT': {'min': kin1_min, 'mid': 0.5*(kin1_min+kin1_max), 'max': kin1_max}, 'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, - 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None} - } - + 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None}} kin.append(kin_value) # Error - error_value = {} - error_definition = {} + error_diag_bin = {} # Statistical uncertainty - error_value[uncertainties['Stat. unc']['label']] = float(values[j]['errors'][0]['symerror']) - error_definition[uncertainties['Stat. unc']['label']] = {'description': uncertainties['Stat. unc']['description'], - 'treatment': uncertainties['Stat. unc']['treatment'], - 'type': uncertainties['Stat. unc']['type']} + error_diag_bin[uncertainties['Stat. unc']['label']] = float(values[j]['errors'][0]['symerror']) # Luminosity (systematic) uncertainty - error_value[uncertainties['Luminosity']['label']] = float(values[j]['errors'][2]['symerror']) - error_definition[uncertainties['Luminosity']['label']] = {'description': uncertainties['Luminosity']['description'], - 'treatment': uncertainties['Luminosity']['treatment'], - 'type': uncertainties['Luminosity']['type']} + error_diag_bin[uncertainties['Luminosity']['label']] = float(values[j]['errors'][2]['symerror']) # Loop over sources of systematic uncertainties sys_errors = syserr[obs]['dependent_variables'] @@ -293,7 +284,7 @@ def processData(): # Check whether the uncertainty value is relative or absolute. # If relative, compute the absolute value. if not bool(uncertainties[error_name]['absolute']): - diag_val = sys_error['values'][j]['value'] * data_central[j] + diag_val = sys_error['values'][j]['value'] * data_central[j] / 100 else: diag_val = sys_error['values'][j]['value'] # If only a fraction of the systematic uncertainty is actually @@ -305,30 +296,21 @@ def processData(): # Otherwise, just load the diagonal value of the uncertainty. if 'correlation fraction' in uncertainties[error_name]: corr_fr = uncertainties[error_name]['correlation fraction'] - description = uncertainties[error_name]['description'] - - error_definition[error_label + '_uncorrelated'] = {'description': description + '(uncorrelated)', - 'treatment': uncertainties[error_name]['treatment'], - 'type': 'UNCORR'} - error_value[error_label + '_uncorrelated'] = float(np.sqrt(1 - corr_fr) * diag_val) - - - error_definition[error_label + '_correlated'] = {'description': description + '(correlated)', - 'treatment': uncertainties[error_name]['treatment'], - 'type': 'CORR'} - error_value[error_label + '_correlated'] = float(np.sqrt(corr_fr) * diag_val) + error_diag_bin[error_label + '_uncorrelated'] = float(np.sqrt(1 - corr_fr) * diag_val) + error_diag_bin[error_label + '_correlated'] = float(np.sqrt(corr_fr) * diag_val) else: - error_definition[error_label] = {'description':uncertainties[error_name]['description'], - 'treatment': uncertainties[error_name]['treatment'], - 'type': uncertainties[error_name]['type']} - error_value[error_label] = float(diag_val) + error_diag_bin[error_label] = float(diag_val) else: raise Exception("There is a mismatch between the dictionary 'uncertainties' and the list of systematic uncertainties provided in the HepData table(s).") - error.append(error_value) + error_diag.append(error_diag_bin) # Compute single value decomposition for those # uncertainties that come with a correlation matrix. + # Then, store all the uncertainties in the new commondata + # format. + error_commondata = [dict() for i in range(np.size(error_diag))] + err_def_commondata = {} # Eigenvalues debugging if PRINT_EIGENVALUES: @@ -347,13 +329,47 @@ def processData(): yaml_info_obs_corr = {"Matrix": unc['label'], "HepData Ref." : ref, 'eigenvalues' : eigenvalues.tolist()} yaml_info_obs.append(yaml_info_obs_corr) - v = np.empty(np.size(error)) - for k,err in enumerate(error): + # Store the diagonal error to compute covariance matrix + v = np.empty(np.size(error_diag)) + for k,err in enumerate(error_diag): v[k] = err[unc['label']] + + # Compute the covariance matrix cov = ComputeCovariance(cormat,v) + + # Single value decomposition sigma = OuterDecomposition(cov) - for k,dt in enumerate(error): - dt[unc['label']] = [float(sigma[k,m]) for m in range(np.size(error))] + for k in range(len(error_diag)): + # Store corr uncertainties in the new commandata format + err_def_commondata[unc['label'] + f"_{k+1}"] = {'description':unc['description'], + 'treatment': unc['treatment'], + 'type': unc['type']} + # Save the correlated uncertainty for each bin + for m in range(np.size(error_diag)): + error_commondata[k][unc['label'] + f"_{m+1}"] = float(sigma[k,m]) + + else: + if "correlation fraction" in unc: + # Save definition of the uncertainty + err_def_commondata[unc['label'] + '_corr'] = {'description': unc['description'] + '(correlated)', + 'treatment': unc['treatment'], + 'type': 'CORR'} + err_def_commondata[unc['label'] + '_unc'] = {'description': unc['description'] + '(uncorrelated)', + 'treatment': unc['treatment'], + 'type': 'UNCORR'} + # Save the uncertainty for each bin + for k in range(len(error_diag)): + error_commondata[k][unc['label'] + '_corr'] = error_diag[k][unc['label']+'_correlated'] + error_commondata[k][unc['label'] + '_unc'] = error_diag[k][unc['label']+'_uncorrelated'] + + else: + # Save definition of the uncertainty + err_def_commondata[unc['label']] = {'description': unc['description'], + 'treatment': unc['treatment'], + 'type': unc['type']} + # Save the uncertainty for each bin + for k in range(len(error_diag)): + error_commondata[k][unc['label']] = error_diag[k][unc['label']] # Eigenvalues debugging if PRINT_EIGENVALUES: @@ -361,7 +377,7 @@ def processData(): data_central_yaml = {'data_central': data_central} kinematics_yaml = {'bins': kin} - uncertainties_yaml = {'definitions': error_definition, 'bins': error} + uncertainties_yaml = {'definitions': err_def_commondata, 'bins': error_commondata} with open(metadata['implemented_observables'][l]['data_central'], 'w') as file: yaml.dump(data_central_yaml, file, sort_keys=False) @@ -369,13 +385,12 @@ def processData(): with open(metadata['implemented_observables'][l]['kinematics']['file'], 'w') as file: yaml.dump(kinematics_yaml, file, sort_keys=False) - with open(metadata['implemented_observables'][l]['data_uncertainties'], 'w') as file: + with open(metadata['implemented_observables'][l]['data_uncertainties'][0], 'w') as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) if PRINT_EIGENVALUES: with open('eigenvalues.yaml', 'w') as file: yaml.dump(yaml_info, file, sort_keys=False) exit(1) - processData() diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/metadata.yaml index c6c9b17683..5263d3c92e 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/metadata.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/metadata.yaml @@ -23,55 +23,28 @@ implemented_observables: observable_name: DIMUON-PT process_type: DY_ZJ_PT ndata: 14 - tables: {stat: table_8, eff: table_11, data: table_15, sys: table_20} + tables: [table_15, # data + table_20, # sys + table_8, # stat + table_11] # eff kinematics: variables: pT: {description: "Z boson transverse momentum", label: "$p_T^Z$", units: "$GeV$"} - m_Z2: {description: "Z boson mass squared" , label: '$M_Z^2$', units: "GeV"} + m_Z2: {description: "Z boson mass squared" , label: '$M_Z^2$', units: "GeV$^2$"} sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_dimuon_pT.yaml data_central: data_dimuon_pT.yaml - data_uncertainties: uncertainties_dimuon_pT.yaml + data_uncertainties: [uncertainties_dimuon_pT.yaml] kinematic_coverage: [pT, m_Z2, sqrts] plotting: kinematics_override: identity x_scale: log dataset_label: 'LHCB Z 13 TeV: $\frac{d\sigma}{dp_T^Z}$' plot_x: pT + y_label: '$d\sigma_{Z}/dP_T^Z$ (pb)' figure_by: - pT theory: FK_tables: - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT - operation: 'null' - - -# pT-y^Z data - - observable: { description: "Double differential cross-section of Z-->µµ as a function of Z-transverse momentum and Z-rapidity", - label: '$\frac{d^2\sigma}{d p_T^Z y^Z}$', - units: "[pb]"} - observable_name: DIMUON-PT-Y - process_type: _ - ndata: 70 - tables: {data: table_17 ,sys: table_22 ,stat: figure_13_(left) ,eff: figure_15_(left)} - kinematics: - variables: - pT: {description: "Z boson transverse momentum", label: "$p_T^Z$", units: "$GeV$"} - y: {description: "Z boson rapidity", label: "$y^Z$", units: ""} - m_Z2: {description: "Z boson mass squared" , label: '$M_Z^2$', units: "GeV"} - sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} - file: kinematics_dimuon_pT_y.yaml - data_central: data_dimuon_pT_y.yaml - data_uncertainties: uncertainties_dimuon_pT_y.yaml - kinematic_coverage: [pT, y, m_Z2, sqrts] - plotting: - kinematics_override: identity - x_scale: log - dataset_label: 'LHCB Z 13 TeV: $\frac{d^2\sigma}{d p_T^Z y^Z}$' - plot_x: y - figure_by: - - y - theory: - FK_tables: - - - LHCB_Z_13TEV_DIMUON_2022_DIF_PT - operation: 'null' + operation: 'null' diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/uncertainties_dimuon_pT.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/uncertainties_dimuon_pT.yaml index 0e9c8c15ac..a3c816458a 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/uncertainties_dimuon_pT.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0J_13TEV_2022/uncertainties_dimuon_pT.yaml @@ -1,616 +1,705 @@ definitions: - Statistical_uncertainty: + Stat_corr_1: description: Total (correlated) statistical uncertainty with correlation matrix. treatment: ADD type: CORR - Luminosity: - description: Systematic uncertainty from the luminosity. + Stat_corr_2: + description: Total (correlated) statistical uncertainty with correlation matrix. treatment: ADD - type: LHCB_LUM - Efficiency: + type: CORR + Stat_corr_3: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_4: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_5: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_6: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_7: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_8: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_9: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_10: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_11: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_12: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_13: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Stat_corr_14: + description: Total (correlated) statistical uncertainty with correlation matrix. + treatment: ADD + type: CORR + Sys_corr_eff_1: description: Correlated uncertainties from the selection efficiencies with correlation matrix. treatment: MULT type: CORR - Background_uncorrelated: - description: Background contributions from heavy flavours, misidentified hadrons - and physics processes.(uncorrelated) + Sys_corr_eff_2: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. treatment: MULT - type: UNCORR - Background_correlated: + type: CORR + Sys_corr_eff_3: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_4: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_5: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_6: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_7: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_8: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_9: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_10: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_11: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_12: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_13: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_corr_eff_14: + description: Correlated uncertainties from the selection efficiencies with correlation + matrix. + treatment: MULT + type: CORR + Sys_back_corr: description: Background contributions from heavy flavours, misidentified hadrons and physics processes.(correlated) treatment: MULT type: CORR - Final_state_radiation_uncorrelated: - description: Correlated uncertainties from final state radiation corrections.(uncorrelated) + Sys_back_unc: + description: Background contributions from heavy flavours, misidentified hadrons + and physics processes.(uncorrelated) treatment: MULT type: UNCORR - Final_state_radiation_correlated: + Sys_fsr_corr: description: Correlated uncertainties from final state radiation corrections.(correlated) treatment: MULT type: CORR - Closure_uncorrelated: - description: Correlated uncertainties from closure test.(uncorrelated) + Sys_fsr_unc: + description: Correlated uncertainties from final state radiation corrections.(uncorrelated) treatment: MULT type: UNCORR - Closure_correlated: + Sys_clos_corr: description: Correlated uncertainties from closure test.(correlated) treatment: MULT type: CORR - Alignment_uncorrelated: - description: Correlated uncertainties from detector alignment and momentum scale - calibration.(uncorrelated) + Sys_clos_unc: + description: Correlated uncertainties from closure test.(uncorrelated) treatment: MULT type: UNCORR - Alignment_correlated: + Sys_align_corr: description: Correlated uncertainties from detector alignment and momentum scale calibration.(correlated) treatment: MULT type: CORR - Unfold: + Sys_align_unc: + description: Correlated uncertainties from detector alignment and momentum scale + calibration.(uncorrelated) + treatment: MULT + type: UNCORR + Sys_unfold: description: Correlated uncertainties due to unfolding corrections applied only to pT. treatment: MULT type: UNCORR + Luminosity: + description: Systematic uncertainty from the luminosity. + treatment: ADD + type: LHCB_LUM bins: -- Statistical_uncertainty: - - 0.004558592429386197 - - 0.00635279736864509 - - 0.005185330094156103 - - 0.004725777479015956 - - 0.0011999059207537452 - - 0.0002037747738021259 - - -0.028074119885969542 - - -5.54374020094387e-05 - - 1.929407697776092e-07 - - 7.723501989124826e-07 - - -3.091715609481012e-08 - - -2.5384840014483115e-09 - - -4.347024666130148e-12 - - -3.0155542744493154e-16 +- Stat_corr_1: 0.004558592429386197 + Stat_corr_2: 0.00635279736864509 + Stat_corr_3: 0.005185330094156103 + Stat_corr_4: 0.004725777479015956 + Stat_corr_5: 0.0011999059207537452 + Stat_corr_6: 0.0002037747738021259 + Stat_corr_7: -0.028074119885969542 + Stat_corr_8: -5.54374020094387e-05 + Stat_corr_9: 1.929407697776092e-07 + Stat_corr_10: 7.723501989124826e-07 + Stat_corr_11: -3.091715609481012e-08 + Stat_corr_12: -2.5384840014483115e-09 + Stat_corr_13: -4.347024666130148e-12 + Stat_corr_14: -3.0155542744493154e-16 + Sys_corr_eff_1: -0.04614344502479589 + Sys_corr_eff_2: -2.7430801030086313e-05 + Sys_corr_eff_3: 0.00041723274255471777 + Sys_corr_eff_4: -0.0011237914658220483 + Sys_corr_eff_5: 0.0006103289859019632 + Sys_corr_eff_6: 0.0007913324134871687 + Sys_corr_eff_7: 7.123695668546446e-05 + Sys_corr_eff_8: -1.7999309563731516e-05 + Sys_corr_eff_9: 6.912989591841428e-05 + Sys_corr_eff_10: 3.7994866555543585e-05 + Sys_corr_eff_11: 5.304636675617515e-05 + Sys_corr_eff_12: 2.1762552894482404e-05 + Sys_corr_eff_13: 4.59965452008706e-06 + Sys_corr_eff_14: -3.025522299981668e-08 + Sys_back_corr: 0.0020152543263816606 + Sys_back_unc: 0.0020152543263816606 + Sys_fsr_corr: 0.009673220766631971 + Sys_fsr_unc: 0.009673220766631971 + Sys_clos_corr: 0.020152543263816606 + Sys_clos_unc: 0.020152543263816606 + Sys_align_corr: 0.044335595180396536 + Sys_align_unc: 0.044335595180396536 + Sys_unfold: 0.011970000000000001 Luminosity: 0.11 - Efficiency: - - -0.8083088859980516 - - 0.04521144876951002 - - 0.0131390693069447 - - 0.02154395636207671 - - 0.003782640375100442 - - 6.538096457197633e-05 - - -0.0018539355422540317 - - -0.005531264857635198 - - -0.0001809564289499007 - - -0.0014407312464182497 - - -0.000611798113705061 - - 0.0020175212139740216 - - 0.0009366289764558373 - - -0.00034277338891398077 - Background_uncorrelated: 0.20152543263816608 - Background_correlated: 0.20152543263816608 - Final_state_radiation_uncorrelated: 0.967322076663197 - Final_state_radiation_correlated: 0.967322076663197 - Closure_uncorrelated: 2.0152543263816605 - Closure_correlated: 2.0152543263816605 - Alignment_uncorrelated: 4.433559518039654 - Alignment_correlated: 4.433559518039654 - Unfold: 1.197 -- Statistical_uncertainty: - - 0.02964107288116631 - - 0.03265911299341553 - - 0.018116517161291784 - - 0.013623238309892465 - - 0.0016999020868603764 - - 9.574996118154905e-05 - - 0.0061715550925234754 - - 3.731421378936821e-05 - - 1.0277105412093933e-06 - - -4.524239206038606e-09 - - 7.953530005405848e-08 - - 9.115315672553139e-09 - - 1.6815574722472447e-11 - - 1.1703155103603129e-15 +- Stat_corr_1: 0.02964107288116631 + Stat_corr_2: 0.03265911299341553 + Stat_corr_3: 0.018116517161291784 + Stat_corr_4: 0.013623238309892465 + Stat_corr_5: 0.0016999020868603764 + Stat_corr_6: 9.574996118154905e-05 + Stat_corr_7: 0.0061715550925234754 + Stat_corr_8: 3.731421378936821e-05 + Stat_corr_9: 1.0277105412093933e-06 + Stat_corr_10: -4.524239206038606e-09 + Stat_corr_11: 7.953530005405848e-08 + Stat_corr_12: 9.115315672553139e-09 + Stat_corr_13: 1.6815574722472447e-11 + Stat_corr_14: 1.1703155103603129e-15 + Sys_corr_eff_1: -0.09186007647768285 + Sys_corr_eff_2: -0.0013457929212684018 + Sys_corr_eff_3: -0.0003281178737606029 + Sys_corr_eff_4: 0.0010863044235391562 + Sys_corr_eff_5: 0.0008252840982908497 + Sys_corr_eff_6: 3.98424001101936e-06 + Sys_corr_eff_7: 0.00011746784858825551 + Sys_corr_eff_8: -0.00016431223613953133 + Sys_corr_eff_9: 9.170336533388895e-05 + Sys_corr_eff_10: -7.993886979090261e-05 + Sys_corr_eff_11: 9.434166404794749e-05 + Sys_corr_eff_12: -1.6450547747660373e-06 + Sys_corr_eff_13: -4.855062941633227e-06 + Sys_corr_eff_14: 8.151561152530029e-08 + Sys_back_corr: 0.006262137654188066 + Sys_back_unc: 0.006262137654188066 + Sys_fsr_corr: 0.052445402853825054 + Sys_fsr_unc: 0.052445402853825054 + Sys_clos_corr: 0.014089809721923146 + Sys_clos_unc: 0.014089809721923146 + Sys_align_corr: 0.06418691095542767 + Sys_align_unc: 0.06418691095542767 + Sys_unfold: 0.036531 Luminosity: 0.22 - Efficiency: - - -0.8280657380165783 - - 0.05488533115114922 - - -0.001155230340851906 - - -0.009340094082834352 - - 0.005460722698162775 - - 0.005162312819346266 - - -0.0036334326458356326 - - -0.0017148291566863882 - - 0.0007490357040311358 - - -0.002270773873932215 - - 0.0026678969306084014 - - 0.000754853153882223 - - -0.002698486348381014 - - 0.0035866168810026623 - Background_uncorrelated: 0.6262137654188066 - Background_correlated: 0.6262137654188066 - Final_state_radiation_uncorrelated: 5.244540285382505 - Final_state_radiation_correlated: 5.244540285382505 - Closure_uncorrelated: 1.4089809721923146 - Closure_correlated: 1.4089809721923146 - Alignment_uncorrelated: 6.4186910955427665 - Alignment_correlated: 6.4186910955427665 - Unfold: 3.6531000000000002 -- Statistical_uncertainty: - - 0.038899573769465415 - - 0.004789804644830368 - - -0.020867658080595538 - - -0.022373239724438724 - - -0.0049481982936888545 - - -0.0004302961293107833 - - -0.0017830284089124452 - - -0.00010444860655919565 - - -1.050875838479406e-06 - - -6.683204914786497e-07 - - -2.6649791418981557e-09 - - -2.1527942599184096e-08 - - -5.106952387920368e-11 - - -3.606363500266666e-15 +- Stat_corr_1: 0.038899573769465415 + Stat_corr_2: 0.004789804644830368 + Stat_corr_3: -0.020867658080595538 + Stat_corr_4: -0.022373239724438724 + Stat_corr_5: -0.0049481982936888545 + Stat_corr_6: -0.0004302961293107833 + Stat_corr_7: -0.0017830284089124452 + Stat_corr_8: -0.00010444860655919565 + Stat_corr_9: -1.050875838479406e-06 + Stat_corr_10: -6.683204914786497e-07 + Stat_corr_11: -2.6649791418981557e-09 + Stat_corr_12: -2.1527942599184096e-08 + Stat_corr_13: -5.106952387920368e-11 + Stat_corr_14: -3.606363500266666e-15 + Sys_corr_eff_1: -0.0880738091317582 + Sys_corr_eff_2: -0.0009467625823367391 + Sys_corr_eff_3: 0.001078633182342959 + Sys_corr_eff_4: 0.00029519234469522554 + Sys_corr_eff_5: 0.00020723986972730958 + Sys_corr_eff_6: -0.00010248366532324782 + Sys_corr_eff_7: -0.00041596864042311305 + Sys_corr_eff_8: 0.00030878546499925514 + Sys_corr_eff_9: -8.018700295724375e-05 + Sys_corr_eff_10: 0.00010671583127787543 + Sys_corr_eff_11: -0.00011473675345021775 + Sys_corr_eff_12: 6.090381264913043e-06 + Sys_corr_eff_13: 9.596152854066038e-06 + Sys_corr_eff_14: 9.407785504690399e-08 + Sys_back_corr: 0.005662511103741874 + Sys_back_unc: 0.005662511103741874 + Sys_fsr_corr: 0.04125543804154792 + Sys_fsr_unc: 0.04125543804154792 + Sys_clos_corr: 0.036401857095483464 + Sys_clos_unc: 0.036401857095483464 + Sys_align_corr: 0.062287622141160605 + Sys_align_unc: 0.062287622141160605 + Sys_unfold: 0.05834399999999999 Luminosity: 0.23 - Efficiency: - - -0.7683419335826438 - - 0.04964630987091172 - - -0.002925385384701863 - - -8.702614229019373e-06 - - -0.0007704158596832827 - - -0.006463369320192668 - - -0.0023109148698613733 - - -0.0011342737575797642 - - -0.0013063828097473122 - - 0.002146637123274506 - - 0.0007673258166428913 - - 0.0002738879148038305 - - -0.004269659495309624 - - 0.0017762287447747234 - Background_uncorrelated: 0.5662511103741873 - Background_correlated: 0.5662511103741873 - Final_state_radiation_uncorrelated: 4.125543804154793 - Final_state_radiation_correlated: 4.125543804154793 - Closure_uncorrelated: 3.6401857095483465 - Closure_correlated: 3.6401857095483465 - Alignment_uncorrelated: 6.22876221411606 - Alignment_correlated: 6.22876221411606 - Unfold: 5.8344 -- Statistical_uncertainty: - - 0.030264620533085308 - - -0.033723092086143026 - - -1.5349252494360467e-05 - - 0.017874013797384822 - - 0.011180162893410967 - - 0.0013688363281481619 - - 0.0005453229305813198 - - 0.0003975489219441154 - - 4.354092394927673e-06 - - 1.6986689136318899e-06 - - 7.169567228916004e-08 - - 7.347003020866708e-09 - - 3.275077618511302e-12 - - 1.6262049793002531e-16 +- Stat_corr_1: 0.030264620533085308 + Stat_corr_2: -0.033723092086143026 + Stat_corr_3: -1.5349252494360467e-05 + Stat_corr_4: 0.017874013797384822 + Stat_corr_5: 0.011180162893410967 + Stat_corr_6: 0.0013688363281481619 + Stat_corr_7: 0.0005453229305813198 + Stat_corr_8: 0.0003975489219441154 + Stat_corr_9: 4.354092394927673e-06 + Stat_corr_10: 1.6986689136318899e-06 + Stat_corr_11: 7.169567228916004e-08 + Stat_corr_12: 7.347003020866708e-09 + Stat_corr_13: 3.275077618511302e-12 + Stat_corr_14: 1.6262049793002531e-16 + Sys_corr_eff_1: -0.09021803676200947 + Sys_corr_eff_2: -0.0011103593171682706 + Sys_corr_eff_3: -0.0012950506582567827 + Sys_corr_eff_4: -0.00010264888928228697 + Sys_corr_eff_5: -0.0009683176635503112 + Sys_corr_eff_6: 0.00021649531508482437 + Sys_corr_eff_7: 0.0001081794518431244 + Sys_corr_eff_8: 0.0001431168966126952 + Sys_corr_eff_9: 0.00014480958324777926 + Sys_corr_eff_10: 6.364975179470485e-05 + Sys_corr_eff_11: -3.274244826426887e-05 + Sys_corr_eff_12: 3.503322547602206e-06 + Sys_corr_eff_13: 7.209917461577225e-06 + Sys_corr_eff_14: -6.527334977738209e-08 + Sys_back_corr: 0.006380931593427405 + Sys_back_unc: 0.006380931593427405 + Sys_fsr_corr: 0.014357096085211662 + Sys_fsr_unc: 0.014357096085211662 + Sys_clos_corr: 0.024726109924531194 + Sys_clos_unc: 0.024726109924531194 + Sys_align_corr: 0.0685950146293446 + Sys_align_unc: 0.0685950146293446 + Sys_unfold: 0.051888 Luminosity: 0.23 - Efficiency: - - -0.7983138374807233 - - 0.04760099115886182 - - 0.013443286102785926 - - -0.01369478814296099 - - 0.0018994870876054475 - - -0.0032683268726077562 - - 0.0007117819247470534 - - -0.003889744020043733 - - -0.0008019202258447762 - - -0.00067804349895607 - - 0.002398310617205891 - - -0.0018403089669637356 - - 0.00426107261004694 - - -0.001602629229894157 - Background_uncorrelated: 0.6380931593427405 - Background_correlated: 0.6380931593427405 - Final_state_radiation_uncorrelated: 1.435709608521166 - Final_state_radiation_correlated: 1.435709608521166 - Closure_uncorrelated: 2.4726109924531197 - Closure_correlated: 2.4726109924531197 - Alignment_uncorrelated: 6.85950146293446 - Alignment_correlated: 6.85950146293446 - Unfold: 5.1888 -- Statistical_uncertainty: - - 0.008905614930091343 - - -0.01660441321811774 - - 0.021743616627007446 - - -0.00430860831544183 - - -0.0269960915255488 - - -0.004647089877103755 - - -0.0002569058896180564 - - -0.0017842446202120741 - - -2.154025563206819e-05 - - -1.0922248605281799e-05 - - -1.4806373858279857e-09 - - 8.289451404040114e-09 - - 9.29325787769696e-11 - - 6.967512933720243e-15 +- Stat_corr_1: 0.008905614930091343 + Stat_corr_2: -0.01660441321811774 + Stat_corr_3: 0.021743616627007446 + Stat_corr_4: -0.00430860831544183 + Stat_corr_5: -0.0269960915255488 + Stat_corr_6: -0.004647089877103755 + Stat_corr_7: -0.0002569058896180564 + Stat_corr_8: -0.0017842446202120741 + Stat_corr_9: -2.154025563206819e-05 + Stat_corr_10: -1.0922248605281799e-05 + Stat_corr_11: -1.4806373858279857e-09 + Stat_corr_12: 8.289451404040114e-09 + Stat_corr_13: 9.29325787769696e-11 + Stat_corr_14: 6.967512933720243e-15 + Sys_corr_eff_1: -0.0775107174336735 + Sys_corr_eff_2: 0.00039035698931729114 + Sys_corr_eff_3: 0.001482801874501029 + Sys_corr_eff_4: -1.070432753473139e-05 + Sys_corr_eff_5: -0.0009052405223405919 + Sys_corr_eff_6: -7.522486727183789e-05 + Sys_corr_eff_7: 0.00029293839810822886 + Sys_corr_eff_8: -0.00015118397943724365 + Sys_corr_eff_9: 4.1159573302332274e-05 + Sys_corr_eff_10: -9.484886369153891e-05 + Sys_corr_eff_11: 6.306264486090327e-05 + Sys_corr_eff_12: -5.642712988405195e-06 + Sys_corr_eff_13: -4.951395523020661e-06 + Sys_corr_eff_14: 2.5919745633047664e-08 + Sys_back_corr: 0.004920048983495999 + Sys_back_unc: 0.004920048983495999 + Sys_fsr_corr: 0.01686873937198628 + Sys_fsr_unc: 0.01686873937198628 + Sys_clos_corr: 0.030926022181974842 + Sys_clos_unc: 0.030926022181974842 + Sys_align_corr: 0.04287471257046512 + Sys_align_unc: 0.04287471257046512 + Sys_unfold: 0.01988 Luminosity: 0.2 - Efficiency: - - -0.7787835270983532 - - 0.03991760697872252 - - -0.0034155889434568628 - - 0.00332967892511601 - - -0.008135934018597808 - - -0.0103895709690587 - - 0.009574891469812472 - - 0.0010810279628349652 - - 0.0006484223485932943 - - -0.0011771553326059279 - - -0.000155873287290295 - - -0.002772896362431464 - - -0.00021337307894351746 - - 0.0018710594235433892 - Background_uncorrelated: 0.4920048983495999 - Background_correlated: 0.4920048983495999 - Final_state_radiation_uncorrelated: 1.6868739371986277 - Final_state_radiation_correlated: 1.6868739371986277 - Closure_uncorrelated: 3.0926022181974844 - Closure_correlated: 3.0926022181974844 - Alignment_uncorrelated: 4.287471257046512 - Alignment_correlated: 4.287471257046512 - Unfold: 1.988 -- Statistical_uncertainty: - - 0.002270367971421995 - - -0.006394469646095323 - - 0.024725390696247587 - - -0.024419552106714815 - - 0.015580589433314751 - - 0.008488342948238472 - - 7.782004082437915e-05 - - 0.005609680902491921 - - 0.00010787529534482454 - - 6.140897318551474e-05 - - 1.3891228613342958e-07 - - -3.5558751048246505e-08 - - -7.356623516854245e-10 - - -5.5759984349431545e-14 +- Stat_corr_1: 0.002270367971421995 + Stat_corr_2: -0.006394469646095323 + Stat_corr_3: 0.024725390696247587 + Stat_corr_4: -0.024419552106714815 + Stat_corr_5: 0.015580589433314751 + Stat_corr_6: 0.008488342948238472 + Stat_corr_7: 7.782004082437915e-05 + Stat_corr_8: 0.005609680902491921 + Stat_corr_9: 0.00010787529534482454 + Stat_corr_10: 6.140897318551474e-05 + Stat_corr_11: 1.3891228613342958e-07 + Stat_corr_12: -3.5558751048246505e-08 + Stat_corr_13: -7.356623516854245e-10 + Stat_corr_14: -5.5759984349431545e-14 + Sys_corr_eff_1: -0.06909335511792722 + Sys_corr_eff_2: -1.963491654499471e-05 + Sys_corr_eff_3: -0.00040141487060890924 + Sys_corr_eff_4: -0.0011127681578890422 + Sys_corr_eff_5: 0.00017617625918508575 + Sys_corr_eff_6: -0.0005641476227995174 + Sys_corr_eff_7: -0.0004031121429071332 + Sys_corr_eff_8: -0.0003186604846546003 + Sys_corr_eff_9: 8.107760827625704e-05 + Sys_corr_eff_10: -6.256032742601775e-05 + Sys_corr_eff_11: -1.613097358955731e-05 + Sys_corr_eff_12: 4.470857778608724e-06 + Sys_corr_eff_13: -7.6193837600341005e-06 + Sys_corr_eff_14: -5.1260035901597e-08 + Sys_back_corr: 0.006264966081312811 + Sys_back_unc: 0.006264966081312811 + Sys_fsr_corr: 0.04134877613666456 + Sys_fsr_unc: 0.04134877613666456 + Sys_clos_corr: 0.02067438806833228 + Sys_clos_unc: 0.02067438806833228 + Sys_align_corr: 0.04573425239358352 + Sys_align_unc: 0.04573425239358352 + Sys_unfold: 0.023922 Luminosity: 0.18 - Efficiency: - - -0.7787788838465987 - - 0.0396128438289861 - - 0.013232375781634878 - - 0.000726991080985398 - - 0.0029720136441387054 - - -0.004236856169953172 - - -0.004839649351676977 - - 0.009429067167150586 - - 0.0005882661898343633 - - 0.001868226815884745 - - -0.00031907753495367963 - - 0.0023914624579313877 - - 0.0025915155646027313 - - 0.0017781676367372174 - Background_uncorrelated: 0.6264966081312812 - Background_correlated: 0.6264966081312812 - Final_state_radiation_uncorrelated: 4.134877613666456 - Final_state_radiation_correlated: 4.134877613666456 - Closure_uncorrelated: 2.067438806833228 - Closure_correlated: 2.067438806833228 - Alignment_uncorrelated: 4.573425239358352 - Alignment_correlated: 4.573425239358352 - Unfold: 2.3922 -- Statistical_uncertainty: - - 0.0003078939245752913 - - -0.0010337735254794124 - - 0.005686152581225383 - - -0.006845046994997609 - - 0.010056735476270498 - - -0.01668336017546027 - - 6.042457257921499e-05 - - -0.02096723924862787 - - -0.0006208763143701142 - - -0.00040350740880373636 - - -6.575868985152716e-07 - - -8.599524785082738e-08 - - 4.4894884267546224e-09 - - 3.4548949255323226e-13 +- Stat_corr_1: 0.0003078939245752913 + Stat_corr_2: -0.0010337735254794124 + Stat_corr_3: 0.005686152581225383 + Stat_corr_4: -0.006845046994997609 + Stat_corr_5: 0.010056735476270498 + Stat_corr_6: -0.01668336017546027 + Stat_corr_7: 6.042457257921499e-05 + Stat_corr_8: -0.02096723924862787 + Stat_corr_9: -0.0006208763143701142 + Stat_corr_10: -0.00040350740880373636 + Stat_corr_11: -6.575868985152716e-07 + Stat_corr_12: -8.599524785082738e-08 + Stat_corr_13: 4.4894884267546224e-09 + Stat_corr_14: 3.4548949255323226e-13 + Sys_corr_eff_1: -0.061204766977272805 + Sys_corr_eff_2: 0.0011293802746079821 + Sys_corr_eff_3: -0.000315208275299883 + Sys_corr_eff_4: -0.0004442099754509836 + Sys_corr_eff_5: 0.00046428618910486643 + Sys_corr_eff_6: -0.0004360446049937497 + Sys_corr_eff_7: 0.0005659201106049222 + Sys_corr_eff_8: 0.000391422334967722 + Sys_corr_eff_9: -0.00015898166441274933 + Sys_corr_eff_10: 8.599880545552192e-06 + Sys_corr_eff_11: 1.3430277399813852e-05 + Sys_corr_eff_12: -1.4524422390953652e-05 + Sys_corr_eff_13: 5.62637668968081e-06 + Sys_corr_eff_14: -1.5456758441434655e-08 + Sys_back_corr: 0.004932069798776169 + Sys_back_unc: 0.004932069798776169 + Sys_fsr_corr: 0.027948395526398297 + Sys_fsr_unc: 0.027948395526398297 + Sys_clos_corr: 0.013152186130069785 + Sys_clos_unc: 0.013152186130069785 + Sys_align_corr: 0.032332457569754884 + Sys_align_unc: 0.032332457569754884 + Sys_unfold: 0.0248 Luminosity: 0.15 - Efficiency: - - -0.7893434419229094 - - 0.028313075565148144 - - 0.0065232433223783555 - - 0.00199772948623732 - - -0.005468379927291569 - - 0.006959886046532157 - - -0.004920092580329158 - - 0.006228714904914105 - - -0.0003269528489724479 - - -0.001188187633709017 - - -0.0025647415540529604 - - -0.00564997311684016 - - -0.0013378822030119728 - - -0.002366582631210107 - Background_uncorrelated: 0.4932069798776169 - Background_correlated: 0.4932069798776169 - Final_state_radiation_uncorrelated: 2.7948395526398295 - Final_state_radiation_correlated: 2.7948395526398295 - Closure_uncorrelated: 1.3152186130069783 - Closure_correlated: 1.3152186130069783 - Alignment_uncorrelated: 3.2332457569754887 - Alignment_correlated: 3.2332457569754887 - Unfold: 2.48 -- Statistical_uncertainty: - - 4.818184651701829e-05 - - -0.00014720284398588926 - - 0.0010310135458158332 - - -0.0014708913400625664 - - 0.004308098947984354 - - -0.02474827731463312 - - -0.00010976918070739071 - - 0.016041076259098 - - 0.002262965419339299 - - 0.0018064696261709157 - - 5.581062693959797e-06 - - 8.919749836192827e-08 - - 1.164918360229593e-09 - - 8.922814344641149e-14 +- Stat_corr_1: 4.818184651701829e-05 + Stat_corr_2: -0.00014720284398588926 + Stat_corr_3: 0.0010310135458158332 + Stat_corr_4: -0.0014708913400625664 + Stat_corr_5: 0.004308098947984354 + Stat_corr_6: -0.02474827731463312 + Stat_corr_7: -0.00010976918070739071 + Stat_corr_8: 0.016041076259098 + Stat_corr_9: 0.002262965419339299 + Stat_corr_10: 0.0018064696261709157 + Stat_corr_11: 5.581062693959797e-06 + Stat_corr_12: 8.919749836192827e-08 + Stat_corr_13: 1.164918360229593e-09 + Stat_corr_14: 8.922814344641149e-14 + Sys_corr_eff_1: -0.04957550067830063 + Sys_corr_eff_2: 0.0006952177261756243 + Sys_corr_eff_3: -0.0004751113215800158 + Sys_corr_eff_4: 0.00012812719909934092 + Sys_corr_eff_5: -0.0002526333493491653 + Sys_corr_eff_6: 0.00030832043222870856 + Sys_corr_eff_7: -0.0002963571179882963 + Sys_corr_eff_8: -4.1269052962168635e-05 + Sys_corr_eff_9: -0.0005083312208409297 + Sys_corr_eff_10: -6.394523697618654e-05 + Sys_corr_eff_11: 5.069499444950246e-05 + Sys_corr_eff_12: -1.933679702961239e-05 + Sys_corr_eff_13: -1.2335661028173747e-05 + Sys_corr_eff_14: -4.009270327425306e-08 + Sys_back_corr: 0.004553767670841367 + Sys_back_unc: 0.004553767670841367 + Sys_fsr_corr: 0.019581200984617877 + Sys_fsr_unc: 0.019581200984617877 + Sys_clos_corr: 0.01548281008086065 + Sys_clos_unc: 0.01548281008086065 + Sys_align_corr: 0.01775969391628133 + Sys_align_unc: 0.01775969391628133 + Sys_unfold: 0.01932 Luminosity: 0.13 - Efficiency: - - -0.7693894863871554 - - 0.02750885268920737 - - 0.004898933128235253 - - -0.007150381692775514 - - 0.005219964016293937 - - -0.0017173626483758908 - - 0.002960264760842273 - - -0.0032781521312497445 - - 0.0007293713605442574 - - 0.001057352153594748 - - -0.005517825123113099 - - 0.0015700752564978407 - - -0.002177766983779075 - - -0.004352329634055985 - Background_uncorrelated: 0.4553767670841367 - Background_correlated: 0.4553767670841367 - Final_state_radiation_uncorrelated: 1.9581200984617877 - Final_state_radiation_correlated: 1.9581200984617877 - Closure_uncorrelated: 1.548281008086065 - Closure_correlated: 1.548281008086065 - Alignment_uncorrelated: 1.775969391628133 - Alignment_correlated: 1.775969391628133 - Unfold: 1.932 -- Statistical_uncertainty: - - 4.347863216946676e-06 - - -9.168014172277141e-06 - - 6.834489177212645e-05 - - -0.00010050529074668107 - - 0.0003879875491634156 - - -0.0029364823328892993 - - -1.8002643380471157e-05 - - 0.003123684659292949 - - -0.013673099037840518 - - -0.013946171374678578 - - -6.777187296399875e-05 - - -2.364971255145856e-06 - - -2.559751472692302e-10 - - 4.256769942551788e-15 +- Stat_corr_1: 4.347863216946676e-06 + Stat_corr_2: -9.168014172277141e-06 + Stat_corr_3: 6.834489177212645e-05 + Stat_corr_4: -0.00010050529074668107 + Stat_corr_5: 0.0003879875491634156 + Stat_corr_6: -0.0029364823328892993 + Stat_corr_7: -1.8002643380471157e-05 + Stat_corr_8: 0.003123684659292949 + Stat_corr_9: -0.013673099037840518 + Stat_corr_10: -0.013946171374678578 + Stat_corr_11: -6.777187296399875e-05 + Stat_corr_12: -2.364971255145856e-06 + Stat_corr_13: -2.559751472692302e-10 + Stat_corr_14: 4.256769942551788e-15 + Sys_corr_eff_1: -0.03969467424133465 + Sys_corr_eff_2: 0.0015687031748933171 + Sys_corr_eff_3: -9.250790255276914e-05 + Sys_corr_eff_4: 0.0004010546091228449 + Sys_corr_eff_5: 7.598050254472606e-05 + Sys_corr_eff_6: -8.226876884771431e-06 + Sys_corr_eff_7: 0.00018034953804646877 + Sys_corr_eff_8: -0.0004947801110524845 + Sys_corr_eff_9: -6.12581487282957e-05 + Sys_corr_eff_10: 0.00020606746744895383 + Sys_corr_eff_11: -6.047715054331597e-05 + Sys_corr_eff_12: 3.443383461514453e-05 + Sys_corr_eff_13: 1.3969345553833555e-05 + Sys_corr_eff_14: 1.3715488564818623e-08 + Sys_back_corr: 0.004013538090014843 + Sys_back_unc: 0.004013538090014843 + Sys_fsr_corr: 0.013135215567321307 + Sys_fsr_unc: 0.013135215567321307 + Sys_clos_corr: 0.008027076180029687 + Sys_clos_unc: 0.008027076180029687 + Sys_align_corr: 0.015689285260967117 + Sys_align_unc: 0.015689285260967117 + Sys_unfold: 0.010320000000000001 Luminosity: 0.1 - Efficiency: - - -0.7697247706739911 - - 0.012589881187387427 - - -0.006033607347009435 - - -0.0013905404919376434 - - -0.002048901380139522 - - 0.009153409504499268 - - 0.009322570040709393 - - 0.004869084015798396 - - -0.0007528543548562363 - - -0.0005869515366459656 - - -0.0003843732596469172 - - 0.005208859069285222 - - 0.0003763216641306505 - - 1.4592969149265026e-05 - Background_uncorrelated: 0.4013538090014844 - Background_correlated: 0.4013538090014844 - Final_state_radiation_uncorrelated: 1.3135215567321308 - Final_state_radiation_correlated: 1.3135215567321308 - Closure_uncorrelated: 0.8027076180029687 - Closure_correlated: 0.8027076180029687 - Alignment_uncorrelated: 1.5689285260967116 - Alignment_correlated: 1.5689285260967116 - Unfold: 1.032 -- Statistical_uncertainty: - - 2.13148697190124e-06 - - -9.62759934727998e-07 - - 6.915318673303332e-06 - - -8.272760685588971e-06 - - 3.305711072900163e-05 - - -0.0002854369268947398 - - -1.326173475114932e-06 - - 0.0004628109293477399 - - -0.015653110267106536 - - 0.0124267865292239 - - 0.0005077980345141581 - - 1.9293030560096476e-05 - - 2.8441464379354166e-08 - - 1.9769425810006736e-12 +- Stat_corr_1: 2.13148697190124e-06 + Stat_corr_2: -9.62759934727998e-07 + Stat_corr_3: 6.915318673303332e-06 + Stat_corr_4: -8.272760685588971e-06 + Stat_corr_5: 3.305711072900163e-05 + Stat_corr_6: -0.0002854369268947398 + Stat_corr_7: -1.326173475114932e-06 + Stat_corr_8: 0.0004628109293477399 + Stat_corr_9: -0.015653110267106536 + Stat_corr_10: 0.0124267865292239 + Stat_corr_11: 0.0005077980345141581 + Stat_corr_12: 1.9293030560096476e-05 + Stat_corr_13: 2.8441464379354166e-08 + Stat_corr_14: 1.9769425810006736e-12 + Sys_corr_eff_1: -0.03098186138327745 + Sys_corr_eff_2: 0.0016521401538841097 + Sys_corr_eff_3: -0.0001584392750549117 + Sys_corr_eff_4: 0.00028187423383698644 + Sys_corr_eff_5: 0.00018197453188016025 + Sys_corr_eff_6: 0.0002957130110750833 + Sys_corr_eff_7: 3.7496253465201086e-05 + Sys_corr_eff_8: 3.348025381622021e-05 + Sys_corr_eff_9: 0.00013738139172184312 + Sys_corr_eff_10: -0.00016946313195564938 + Sys_corr_eff_11: -0.0002053594604481725 + Sys_corr_eff_12: -8.998468524843467e-06 + Sys_corr_eff_13: -1.3052135011571945e-05 + Sys_corr_eff_14: -3.988128994322864e-08 + Sys_back_corr: 0.003419568393818144 + Sys_back_unc: 0.003419568393818144 + Sys_fsr_corr: 0.014818129706545292 + Sys_fsr_unc: 0.014818129706545292 + Sys_clos_corr: 0.012253453411181683 + Sys_clos_unc: 0.012253453411181683 + Sys_align_corr: 0.010258705181454433 + Sys_align_unc: 0.010258705181454433 + Sys_unfold: 0.003627 Luminosity: 0.08 - Efficiency: - - -0.7698596086078823 - - 0.0007454300765481304 - - -0.006497237289232156 - - 0.003270863944295499 - - 0.0010965437252839847 - - 0.009865646136503639 - - 0.003221614681127679 - - -0.004522344553491411 - - 0.00034673562602191137 - - 0.0030630836566734824 - - 2.4970566769468983e-05 - - -0.00389810943730324 - - 0.001677414659656155 - - 0.002416326509771577 - Background_uncorrelated: 0.3419568393818144 - Background_correlated: 0.3419568393818144 - Final_state_radiation_uncorrelated: 1.481812970654529 - Final_state_radiation_correlated: 1.481812970654529 - Closure_uncorrelated: 1.2253453411181683 - Closure_correlated: 1.2253453411181683 - Alignment_uncorrelated: 1.0258705181454433 - Alignment_correlated: 1.0258705181454433 - Unfold: 0.3627 -- Statistical_uncertainty: - - 5.414920353606815e-07 - - -8.945318774112891e-08 - - 5.592371853469523e-07 - - -2.0081258809837523e-07 - - 1.0931346761839279e-06 - - -7.189443991670398e-06 - - 1.326508824417429e-07 - - 1.2811321346061685e-05 - - -0.0007047366210342642 - - 0.0007305064856784008 - - -0.009937409896442907 - - -0.0004662328892148904 - - -5.723297468401714e-07 - - -3.869156980163218e-11 +- Stat_corr_1: 5.414920353606815e-07 + Stat_corr_2: -8.945318774112891e-08 + Stat_corr_3: 5.592371853469523e-07 + Stat_corr_4: -2.0081258809837523e-07 + Stat_corr_5: 1.0931346761839279e-06 + Stat_corr_6: -7.189443991670398e-06 + Stat_corr_7: 1.326508824417429e-07 + Stat_corr_8: 1.2811321346061685e-05 + Stat_corr_9: -0.0007047366210342642 + Stat_corr_10: 0.0007305064856784008 + Stat_corr_11: -0.009937409896442907 + Stat_corr_12: -0.0004662328892148904 + Stat_corr_13: -5.723297468401714e-07 + Stat_corr_14: -3.869156980163218e-11 + Sys_corr_eff_1: -0.022105172632751392 + Sys_corr_eff_2: 0.001703986759120954 + Sys_corr_eff_3: -4.003674597760038e-05 + Sys_corr_eff_4: 0.0002222676773499269 + Sys_corr_eff_5: -4.445188596851644e-06 + Sys_corr_eff_6: 2.1398837959803614e-05 + Sys_corr_eff_7: -0.0002675046501047926 + Sys_corr_eff_8: 0.0001438488467607917 + Sys_corr_eff_9: 0.00021650934875741667 + Sys_corr_eff_10: 0.00010669582972387943 + Sys_corr_eff_11: 9.60931816336821e-05 + Sys_corr_eff_12: -0.00014489499563522825 + Sys_corr_eff_13: -2.2901535545942143e-05 + Sys_corr_eff_14: -5.692380412945872e-08 + Sys_back_corr: 0.0022401142827989827 + Sys_back_unc: 0.0022401142827989827 + Sys_fsr_corr: 0.012626098684866992 + Sys_fsr_unc: 0.012626098684866992 + Sys_clos_corr: 0.009367750637159382 + Sys_clos_unc: 0.009367750637159382 + Sys_align_corr: 0.006516696095415222 + Sys_align_unc: 0.006516696095415222 + Sys_unfold: 0.00432 Luminosity: 0.06 - Efficiency: - - -0.7696159479067276 - - -0.018179884172743074 - - -0.012416176322460799 - - 0.0038095589503673454 - - -0.0033912365008456177 - - -8.97706203861456e-05 - - -0.0014336584746549226 - - 0.0006533952485740918 - - 0.0005256581716917636 - - 0.0007883055661584111 - - 0.0073173797975356935 - - 0.0009378695584032146 - - -0.0006863844637900766 - - -0.004725146269254748 - Background_uncorrelated: 0.22401142827989826 - Background_correlated: 0.22401142827989826 - Final_state_radiation_uncorrelated: 1.2626098684866993 - Final_state_radiation_correlated: 1.2626098684866993 - Closure_uncorrelated: 0.9367750637159382 - Closure_correlated: 0.9367750637159382 - Alignment_uncorrelated: 0.6516696095415222 - Alignment_correlated: 0.6516696095415222 - Unfold: 0.432 -- Statistical_uncertainty: - - 8.713238524819304e-08 - - -2.0229110227037713e-08 - - 1.1242820575981207e-07 - - -3.137620774514778e-07 - - 2.6484386686376966e-07 - - -5.299164090750685e-07 - - -1.5093268612664695e-08 - - 2.0210431687649932e-07 - - -8.489689913711453e-06 - - 9.709379135195977e-06 - - -0.0006663047459636596 - - 0.0069681831921653056 - - 1.7150158486020874e-05 - - 1.2142866502723713e-09 +- Stat_corr_1: 8.713238524819304e-08 + Stat_corr_2: -2.0229110227037713e-08 + Stat_corr_3: 1.1242820575981207e-07 + Stat_corr_4: -3.137620774514778e-07 + Stat_corr_5: 2.6484386686376966e-07 + Stat_corr_6: -5.299164090750685e-07 + Stat_corr_7: -1.5093268612664695e-08 + Stat_corr_8: 2.0210431687649932e-07 + Stat_corr_9: -8.489689913711453e-06 + Stat_corr_10: 9.709379135195977e-06 + Stat_corr_11: -0.0006663047459636596 + Stat_corr_12: 0.0069681831921653056 + Stat_corr_13: 1.7150158486020874e-05 + Stat_corr_14: 1.2142866502723713e-09 + Sys_corr_eff_1: -0.013567570244321243 + Sys_corr_eff_2: 0.0014978559156206752 + Sys_corr_eff_3: -0.00012293999351069819 + Sys_corr_eff_4: 0.00027178541720861626 + Sys_corr_eff_5: -8.676044645995444e-05 + Sys_corr_eff_6: -4.417634555289382e-05 + Sys_corr_eff_7: -0.00024653187820062716 + Sys_corr_eff_8: 0.00021894145631456776 + Sys_corr_eff_9: 0.00012161808234770239 + Sys_corr_eff_10: -3.4775968774958145e-06 + Sys_corr_eff_11: 9.167163911822279e-05 + Sys_corr_eff_12: 0.00019284409308059476 + Sys_corr_eff_13: -5.6495828544329405e-06 + Sys_corr_eff_14: -2.2477612803278061e-07 + Sys_back_corr: 0.0010035259438599484 + Sys_back_unc: 0.0010035259438599484 + Sys_fsr_corr: 0.0017561704017549098 + Sys_fsr_unc: 0.0017561704017549098 + Sys_clos_corr: 0.005268511205264728 + Sys_clos_unc: 0.005268511205264728 + Sys_align_corr: 0.0030105778315798444 + Sys_align_unc: 0.0030105778315798444 + Sys_unfold: 0.001774 Luminosity: 0.035 - Efficiency: - - -0.7682877083818773 - - -0.04520058463568184 - - -0.01835007911337622 - - -0.003817359710827482 - - -0.011924914240574735 - - -0.0008911758558716056 - - -0.007480225059531727 - - -0.004115029524257743 - - 7.987985908757184e-05 - - -0.0003248217984054882 - - -0.003337229577213784 - - 0.0028282250232295678 - - 0.0019303959897832136 - - 0.0008645077250441389 - Background_uncorrelated: 0.10035259438599485 - Background_correlated: 0.10035259438599485 - Final_state_radiation_uncorrelated: 0.17561704017549098 - Final_state_radiation_correlated: 0.17561704017549098 - Closure_uncorrelated: 0.5268511205264729 - Closure_correlated: 0.5268511205264729 - Alignment_uncorrelated: 0.3010577831579845 - Alignment_correlated: 0.3010577831579845 - Unfold: 0.1774 -- Statistical_uncertainty: - - 2.1554454052849838e-10 - - -9.032953208983173e-10 - - 6.850654023218481e-09 - - -9.477325430043306e-09 - - 2.064296421421314e-08 - - -6.138696799886423e-08 - - 6.5322020738734006e-12 - - -3.5632788148457345e-08 - - -9.213530722020195e-08 - - 5.286346507565539e-08 - - -2.8639349179486034e-06 - - 5.991336518539957e-05 - - -0.0019991003341345874 - - -1.5403463262605058e-07 +- Stat_corr_1: 2.1554454052849838e-10 + Stat_corr_2: -9.032953208983173e-10 + Stat_corr_3: 6.850654023218481e-09 + Stat_corr_4: -9.477325430043306e-09 + Stat_corr_5: 2.064296421421314e-08 + Stat_corr_6: -6.138696799886423e-08 + Stat_corr_7: 6.5322020738734006e-12 + Stat_corr_8: -3.5632788148457345e-08 + Stat_corr_9: -9.213530722020195e-08 + Stat_corr_10: 5.286346507565539e-08 + Stat_corr_11: -2.8639349179486034e-06 + Stat_corr_12: 5.991336518539957e-05 + Stat_corr_13: -0.0019991003341345874 + Stat_corr_14: -1.5403463262605058e-07 + Sys_corr_eff_1: -0.00503498105016 + Sys_corr_eff_2: 0.0008925685507157204 + Sys_corr_eff_3: -9.647716617365178e-05 + Sys_corr_eff_4: 0.0001247434266589292 + Sys_corr_eff_5: -2.7974994909944357e-05 + Sys_corr_eff_6: 2.3108969485394518e-05 + Sys_corr_eff_7: -0.00021035741407024992 + Sys_corr_eff_8: 1.841556395276466e-05 + Sys_corr_eff_9: 5.186302752467959e-05 + Sys_corr_eff_10: -9.393851507274445e-05 + Sys_corr_eff_11: 4.5843090195716565e-05 + Sys_corr_eff_12: -4.593146956692394e-05 + Sys_corr_eff_13: 6.905394992884063e-05 + Sys_corr_eff_14: -4.961856818223782e-07 + Sys_back_corr: 0.0003336129793638132 + Sys_back_unc: 0.0003336129793638132 + Sys_fsr_corr: 0.0006195669616756531 + Sys_fsr_unc: 0.0006195669616756531 + Sys_clos_corr: 0.003431447787742078 + Sys_clos_unc: 0.003431447787742078 + Sys_align_corr: 0.0006672259587276264 + Sys_align_unc: 0.0006672259587276264 + Sys_unfold: 0.0002022 Luminosity: 0.013 - Efficiency: - - -0.7532116078659552 - - -0.09649332274012615 - - -0.027585682122644645 - - 0.002148711498138137 - - 0.012704590427790376 - - -0.004362455255635724 - - -0.00020614817689623404 - - 0.002819574138737757 - - -0.0003268397647542924 - - -0.0009571836832307475 - - -0.0012764370751949155 - - -0.0019439403767838113 - - 0.0009274955540931109 - - -6.344647569602852e-05 - Background_uncorrelated: 0.03336129793638132 - Background_correlated: 0.03336129793638132 - Final_state_radiation_uncorrelated: 0.0619566961675653 - Final_state_radiation_correlated: 0.0619566961675653 - Closure_uncorrelated: 0.3431447787742078 - Closure_correlated: 0.3431447787742078 - Alignment_uncorrelated: 0.06672259587276264 - Alignment_correlated: 0.06672259587276264 - Unfold: 0.020220000000000002 -- Statistical_uncertainty: - - 1.9246948768867745e-16 - - -1.0650368093204378e-15 - - 1.094226098022571e-14 - - -1.7072279102424965e-14 - - 5.052536573494471e-14 - - -1.8798145636020902e-13 - - 2.399198033459067e-17 - - -1.4641517149154843e-13 - - -6.411599211105211e-13 - - 4.566000359844371e-13 - - -8.779288102814806e-11 - - 3.746530914452781e-09 - - -1.5398033015644414e-06 - - 0.00019999407239152937 +- Stat_corr_1: 1.9246948768867745e-16 + Stat_corr_2: -1.0650368093204378e-15 + Stat_corr_3: 1.094226098022571e-14 + Stat_corr_4: -1.7072279102424965e-14 + Stat_corr_5: 5.052536573494471e-14 + Stat_corr_6: -1.8798145636020902e-13 + Stat_corr_7: 2.399198033459067e-17 + Stat_corr_8: -1.4641517149154843e-13 + Stat_corr_9: -6.411599211105211e-13 + Stat_corr_10: 4.566000359844371e-13 + Stat_corr_11: -8.779288102814806e-11 + Stat_corr_12: 3.746530914452781e-09 + Stat_corr_13: -1.5398033015644414e-06 + Stat_corr_14: 0.00019999407239152937 + Sys_corr_eff_1: -0.00026351326083078524 + Sys_corr_eff_2: 8.194753299180516e-05 + Sys_corr_eff_3: -2.3690989111190097e-05 + Sys_corr_eff_4: -5.622009418434401e-06 + Sys_corr_eff_5: -9.812138183145602e-06 + Sys_corr_eff_6: 3.08678652478514e-06 + Sys_corr_eff_7: -1.2786735141584432e-05 + Sys_corr_eff_8: 4.5334928975283544e-06 + Sys_corr_eff_9: 4.821431518745622e-06 + Sys_corr_eff_10: -3.966330396945277e-06 + Sys_corr_eff_11: 3.322477494101122e-06 + Sys_corr_eff_12: 8.570095865416281e-07 + Sys_corr_eff_13: 2.306203030818874e-06 + Sys_corr_eff_14: 1.318653913848117e-05 + Sys_back_corr: 2.8079210280917804e-05 + Sys_back_unc: 2.8079210280917804e-05 + Sys_fsr_corr: 9.444825276308714e-05 + Sys_fsr_unc: 9.444825276308714e-05 + Sys_clos_corr: 0.00013784339592450557 + Sys_clos_unc: 0.00013784339592450557 + Sys_align_corr: 6.892169796225279e-05 + Sys_align_unc: 6.892169796225279e-05 + Sys_unfold: 2.166e-05 Luminosity: 0.0007 - Efficiency: - - -0.7415817573762584 - - -0.2055822956117531 - - 0.026115015155519655 - - -0.001403133725408402 - - -0.001681019943457174 - - -0.0001822066787814464 - - 0.0013248934143389257 - - -0.0005975244310985503 - - -4.6456581584906865e-06 - - -2.6288607493395144e-05 - - 0.0007973509255727899 - - 0.00015211981635994228 - - -0.0013465922193927379 - - 0.0010048479353327376 - Background_uncorrelated: 0.0028079210280917803 - Background_correlated: 0.0028079210280917803 - Final_state_radiation_uncorrelated: 0.009444825276308716 - Final_state_radiation_correlated: 0.009444825276308716 - Closure_uncorrelated: 0.013784339592450559 - Closure_correlated: 0.013784339592450559 - Alignment_uncorrelated: 0.006892169796225279 - Alignment_correlated: 0.006892169796225279 - Unfold: 0.002166 From 5c9393755ae8945799ca5df75c0f34cf18d2d40d Mon Sep 17 00:00:00 2001 From: achiefa Date: Tue, 19 Mar 2024 18:21:25 +0000 Subject: [PATCH 19/21] Minor adjustments --- .../LHCB_Z0_13TEV_2022/filter.py | 11 +-- .../LHCB_Z0_13TEV_2022/metadata.yaml | 4 +- .../uncertainties_dimuon_y.yaml | 76 +++++++++---------- 3 files changed, 42 insertions(+), 49 deletions(-) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py index 02043e9a40..6ec57997eb 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py @@ -2,8 +2,6 @@ import numpy as np from collections import defaultdict, namedtuple -PRINT_EIGENVALUES = False - # Loading tables with open('metadata.yaml', 'r') as file: metadata = yaml.safe_load(file) @@ -159,7 +157,7 @@ def ComputeCovariance(corr_matrix, diag_terms): "treatment":"MULT", "source":"systematic", "correlation fraction": 0.50, - "label":"Sys_Align", + "label":"Sys_align", "absolute":False}, "Luminosity" : { "description":"Systematic uncertainty from the luminosity.", @@ -179,13 +177,8 @@ def return_index(vec, string): def processData(): - - # Filter unwanted datasets - exclude_rules = ["PT_Y"] - filtered_obs = [k for k in filter(lambda t: not t in exclude_rules , observables)] - # Loop over the observables - for l, obs in enumerate(filtered_obs): + for l, obs in enumerate(observables): data_central = [] kin = [] diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml index f56604727a..a127edb750 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/metadata.yaml @@ -30,7 +30,7 @@ implemented_observables: kinematics: variables: y: {description: "Z boson rapidity", label: "$y^Z$", units: ""} - m_Z2: {description: "Z boson mass squared" , label: '$M_Z^2$', units: "GeV"} + m_Z2: {description: "Z boson mass squared" , label: '$M_Z^2$', units: "GeV$^2$"} sqrts: {description: "Center of mass energy", label: '$\sqrt{s}$', units: "$GeV$"} file: kinematics_dimuon_y.yaml data_central: data_dimuon_y.yaml @@ -41,7 +41,7 @@ implemented_observables: x_scale: log dataset_label: "LHCb $Z\\to µµ$" plot_x: y - y_label: '$d\sigma_{Z}/dy^z$ (pb)' + y_label: '$d\sigma_{Z}/dy^Z$ (pb)' figure_by: - y theory: diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml index 91c9aec17b..7bdf87af44 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/uncertainties_dimuon_y.yaml @@ -187,12 +187,12 @@ definitions: description: Correlated uncertainties from closure test.(uncorrelated) treatment: MULT type: UNCORR - Sys_Align_corr: + Sys_align_corr: description: Correlated uncertainties from detector alignment and momentum scale calibration.(correlated) treatment: MULT type: CORR - Sys_Align_unc: + Sys_align_unc: description: Correlated uncertainties from detector alignment and momentum scale calibration.(uncorrelated) treatment: MULT @@ -244,8 +244,8 @@ bins: Sys_fsr_unc: 0.010861160159025371 Sys_clos_corr: 0.08236379787260907 Sys_clos_unc: 0.08236379787260907 - Sys_Align_corr: 0.024437610357807088 - Sys_Align_unc: 0.024437610357807088 + Sys_align_corr: 0.024437610357807088 + Sys_align_unc: 0.024437610357807088 Luminosity: 0.3 - Stat_corr_1: -0.0008487457398503269 Stat_corr_2: -0.29999178750612515 @@ -289,8 +289,8 @@ bins: Sys_fsr_unc: 0.05713422791987304 Sys_clos_corr: 0.20282650911554928 Sys_clos_unc: 0.20282650911554928 - Sys_Align_corr: 0.06284765071186035 - Sys_Align_unc: 0.06284765071186035 + Sys_align_corr: 0.06284765071186035 + Sys_align_unc: 0.06284765071186035 Luminosity: 0.8 - Stat_corr_1: 2.538600418671792e-06 Stat_corr_2: 0.0015383028619794382 @@ -334,8 +334,8 @@ bins: Sys_fsr_unc: 0.013831008640008871 Sys_clos_corr: 0.26739950037350485 Sys_clos_unc: 0.26739950037350485 - Sys_Align_corr: 0.06454470698670807 - Sys_Align_unc: 0.06454470698670807 + Sys_align_corr: 0.06454470698670807 + Sys_align_unc: 0.06454470698670807 Luminosity: 1.3 - Stat_corr_1: -1.6391617599817593e-08 Stat_corr_2: -1.7028559242597893e-05 @@ -379,8 +379,8 @@ bins: Sys_fsr_unc: 0.04949747468305833 Sys_clos_corr: 0.1299308710430281 Sys_clos_unc: 0.1299308710430281 - Sys_Align_corr: 0.04331029034767604 - Sys_Align_unc: 0.04331029034767604 + Sys_align_corr: 0.04331029034767604 + Sys_align_unc: 0.04331029034767604 Luminosity: 1.7 - Stat_corr_1: 8.89132204018698e-11 Stat_corr_2: 1.2123998591000417e-07 @@ -424,8 +424,8 @@ bins: Sys_fsr_unc: 0.07516545084013002 Sys_clos_corr: 0.10523163117618202 Sys_clos_unc: 0.10523163117618202 - Sys_Align_corr: 0.045099270504078 - Sys_Align_unc: 0.045099270504078 + Sys_align_corr: 0.045099270504078 + Sys_align_unc: 0.045099270504078 Luminosity: 2.1 - Stat_corr_1: -7.90626813830974e-13 Stat_corr_2: -1.415130312251977e-09 @@ -469,8 +469,8 @@ bins: Sys_fsr_unc: 0.00867620020515894 Sys_clos_corr: 0.16484780389801987 Sys_clos_unc: 0.16484780389801987 - Sys_Align_corr: 0.06940960164127152 - Sys_Align_unc: 0.06940960164127152 + Sys_align_corr: 0.06940960164127152 + Sys_align_unc: 0.06940960164127152 Luminosity: 2.5 - Stat_corr_1: 9.642692557027145e-15 Stat_corr_2: 2.2655738696189675e-11 @@ -514,8 +514,8 @@ bins: Sys_fsr_unc: 0.14265879310438598 Sys_clos_corr: 0.057063517241754395 Sys_clos_unc: 0.057063517241754395 - Sys_Align_corr: 0.12363762069046785 - Sys_Align_unc: 0.12363762069046785 + Sys_align_corr: 0.12363762069046785 + Sys_align_unc: 0.12363762069046785 Luminosity: 2.7 - Stat_corr_1: -1.2540955522465002e-16 Stat_corr_2: -3.959851271494951e-13 @@ -559,8 +559,8 @@ bins: Sys_fsr_unc: 0.030059109268240132 Sys_clos_corr: 0.010019703089413377 Sys_clos_unc: 0.010019703089413377 - Sys_Align_corr: 0.10019703089413379 - Sys_Align_unc: 0.10019703089413379 + Sys_align_corr: 0.10019703089413379 + Sys_align_unc: 0.10019703089413379 Luminosity: 2.8 - Stat_corr_1: 2.0802058108818297e-18 Stat_corr_2: 8.862096626563914e-15 @@ -604,8 +604,8 @@ bins: Sys_fsr_unc: 0.03128947506750473 Sys_clos_corr: 0.010429825022501577 Sys_clos_unc: 0.010429825022501577 - Sys_Align_corr: 0.06257895013500946 - Sys_Align_unc: 0.06257895013500946 + Sys_align_corr: 0.06257895013500946 + Sys_align_unc: 0.06257895013500946 Luminosity: 2.9 - Stat_corr_1: -4.196200797045483e-20 Stat_corr_2: -2.453344461451626e-16 @@ -649,8 +649,8 @@ bins: Sys_fsr_unc: 0.04112533039380961 Sys_clos_corr: 0.06168799559071441 Sys_clos_unc: 0.06168799559071441 - Sys_Align_corr: 0.07196932818916682 - Sys_Align_unc: 0.07196932818916682 + Sys_align_corr: 0.07196932818916682 + Sys_align_unc: 0.07196932818916682 Luminosity: 2.9 - Stat_corr_1: 1.2863665057063279e-21 Stat_corr_2: -2.3040302495685548e-18 @@ -694,8 +694,8 @@ bins: Sys_fsr_unc: 0.07625439528315729 Sys_clos_corr: 0.37174017700539186 Sys_clos_unc: 0.37174017700539186 - Sys_Align_corr: 0.09531799410394663 - Sys_Align_unc: 0.09531799410394663 + Sys_align_corr: 0.09531799410394663 + Sys_align_unc: 0.09531799410394663 Luminosity: 2.7 - Stat_corr_1: 1.7421092381308336e-22 Stat_corr_2: -8.709328312811946e-19 @@ -739,8 +739,8 @@ bins: Sys_fsr_unc: 0.13406744571296944 Sys_clos_corr: 0.25137646071181763 Sys_clos_unc: 0.25137646071181763 - Sys_Align_corr: 0.07541293821354529 - Sys_Align_unc: 0.07541293821354529 + Sys_align_corr: 0.07541293821354529 + Sys_align_unc: 0.07541293821354529 Luminosity: 2.4 - Stat_corr_1: 9.128759710420318e-24 Stat_corr_2: -5.0683332568739983e-20 @@ -784,8 +784,8 @@ bins: Sys_fsr_unc: 0.0350017856687341 Sys_clos_corr: 0.2030103568786578 Sys_clos_unc: 0.2030103568786578 - Sys_Align_corr: 0.0700035713374682 - Sys_Align_unc: 0.0700035713374682 + Sys_align_corr: 0.0700035713374682 + Sys_align_unc: 0.0700035713374682 Luminosity: 2.0 - Stat_corr_1: 2.553481142583765e-25 Stat_corr_2: 2.7781095686610386e-21 @@ -829,8 +829,8 @@ bins: Sys_fsr_unc: 0.09876867519613694 Sys_clos_corr: 0.41153614665057064 Sys_clos_unc: 0.41153614665057064 - Sys_Align_corr: 0.09328152657412936 - Sys_Align_unc: 0.09328152657412936 + Sys_align_corr: 0.09328152657412936 + Sys_align_unc: 0.09328152657412936 Luminosity: 1.6 - Stat_corr_1: 4.849912292981685e-27 Stat_corr_2: 1.8699032784186476e-23 @@ -874,8 +874,8 @@ bins: Sys_fsr_unc: 0.13510689268131365 Sys_clos_corr: 0.11054200310289299 Sys_clos_unc: 0.11054200310289299 - Sys_Align_corr: 0.053223927419911436 - Sys_Align_unc: 0.053223927419911436 + Sys_align_corr: 0.053223927419911436 + Sys_align_unc: 0.053223927419911436 Luminosity: 1.2 - Stat_corr_1: 3.057082410827335e-30 Stat_corr_2: 9.178058960657213e-22 @@ -919,8 +919,8 @@ bins: Sys_fsr_unc: 0.011172287142747452 Sys_clos_corr: 0.20948038392651472 Sys_clos_unc: 0.20948038392651472 - Sys_Align_corr: 0.03630993321392922 - Sys_Align_unc: 0.03630993321392922 + Sys_align_corr: 0.03630993321392922 + Sys_align_unc: 0.03630993321392922 Luminosity: 0.8 - Stat_corr_1: -4.2049300959435694e-31 Stat_corr_2: 5.0584230144662365e-24 @@ -964,8 +964,8 @@ bins: Sys_fsr_unc: 0.01801708078463323 Sys_clos_corr: 0.10424168168252083 Sys_clos_unc: 0.10424168168252083 - Sys_Align_corr: 0.009008540392316616 - Sys_Align_unc: 0.009008540392316616 + Sys_align_corr: 0.009008540392316616 + Sys_align_unc: 0.009008540392316616 Luminosity: 0.4 - Stat_corr_1: -3.88727200064197e-34 Stat_corr_2: 1.5476641475404715e-27 @@ -1009,6 +1009,6 @@ bins: Sys_fsr_unc: 0.0053457272657703005 Sys_clos_corr: 0.05441186681230485 Sys_clos_unc: 0.05441186681230485 - Sys_Align_corr: 0.009355022715098023 - Sys_Align_unc: 0.009355022715098023 + Sys_align_corr: 0.009355022715098023 + Sys_align_unc: 0.009355022715098023 Luminosity: 0.1 From 704069373facb64e380e4a169516afec01436005 Mon Sep 17 00:00:00 2001 From: achiefa Date: Wed, 20 Mar 2024 09:14:16 +0000 Subject: [PATCH 20/21] Correcting label for rapidity --- .../datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py index 6ec57997eb..a141e45596 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/filter.py @@ -205,8 +205,8 @@ def processData(): # Single distributions: the table is made of # one single list, containing the bins for the single # kinematic variable - kin_value = {'yZ': {'min': kin1_min, 'mid': 0.5*(kin1_min + kin1_max), 'max': kin1_max}, - 'sqrt_s': {'min': None, 'mid': sqrt_s, 'max': None}, + kin_value = {'y': {'min': kin1_min, 'mid': 0.5*(kin1_min + kin1_max), 'max': kin1_max}, + 'sqrts': {'min': None, 'mid': sqrt_s, 'max': None}, 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None}} kin.append(kin_value) From 7c41d4d4ec06df373abe8fa604ad2475d85220f6 Mon Sep 17 00:00:00 2001 From: achiefa Date: Wed, 20 Mar 2024 09:16:49 +0000 Subject: [PATCH 21/21] Updating uncertainties output --- .../kinematics_dimuon_y.yaml | 72 +++++++++---------- 1 file changed, 36 insertions(+), 36 deletions(-) diff --git a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml index ea93c6e9a1..b7cb73e86d 100644 --- a/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml +++ b/validphys2/src/validphys/datafiles/new_commondata/LHCB_Z0_13TEV_2022/kinematics_dimuon_y.yaml @@ -1,9 +1,9 @@ bins: -- yZ: +- y: min: 2.0 mid: 2.0625 max: 2.125 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -11,11 +11,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 2.125 mid: 2.1875 max: 2.25 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -23,11 +23,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 2.25 mid: 2.3125 max: 2.375 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -35,11 +35,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 2.375 mid: 2.4375 max: 2.5 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -47,11 +47,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 2.5 mid: 2.5625 max: 2.625 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -59,11 +59,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 2.625 mid: 2.6875 max: 2.75 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -71,11 +71,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 2.75 mid: 2.8125 max: 2.875 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -83,11 +83,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 2.875 mid: 2.9375 max: 3.0 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -95,11 +95,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 3.0 mid: 3.0625 max: 3.125 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -107,11 +107,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 3.125 mid: 3.1875 max: 3.25 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -119,11 +119,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 3.25 mid: 3.3125 max: 3.375 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -131,11 +131,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 3.375 mid: 3.4375 max: 3.5 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -143,11 +143,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 3.5 mid: 3.5625 max: 3.625 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -155,11 +155,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 3.625 mid: 3.6875 max: 3.75 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -167,11 +167,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 3.75 mid: 3.8125 max: 3.875 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -179,11 +179,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 3.875 mid: 3.9375 max: 4.0 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -191,11 +191,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 4.0 mid: 4.125 max: 4.25 - sqrt_s: + sqrts: min: null mid: 13 max: null @@ -203,11 +203,11 @@ bins: min: null mid: 8317.44 max: null -- yZ: +- y: min: 4.25 mid: 4.375 max: 4.5 - sqrt_s: + sqrts: min: null mid: 13 max: null