diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/data_XSEC.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/data_XSEC.yaml new file mode 100644 index 0000000000..8f3d54afd8 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/data_XSEC.yaml @@ -0,0 +1,80 @@ +data_central: +- 1.03513740e+06 +- 301090.3 +- 115103.5 +- 5.02673050e+04 +- 25408.89 +- 1.37034250e+04 +- 6354.712 +- 2535.047 +- 1090.0 +- 482.427 +- 2.34292500e+02 +- 98.10972 +- 34.16238 +- 1.40569950e+01 +- 6.54196000e+00 +- 2.842982 +- 1.13152550e+00 +- 4.04777250e-01 +- 1.38166000e-01 +- 4.35520400e-02 +- 9.32802750e-03 +- 6.11366600e-04 +- 1.34977920e+06 +- 3.90347400e+05 +- 144561.6 +- 6.62355050e+04 +- 32981.85 +- 17705.31 +- 8203.69 +- 3.23659800e+03 +- 1.39020850e+03 +- 616.616 +- 3.00503350e+02 +- 1.25231250e+02 +- 43.1 +- 16.54522 +- 7.540344 +- 3.071376 +- 1.160232 +- 3.81331500e-01 +- 1.23733400e-01 +- 2.95970400e-02 +- 7.22349300e-03 +- 444320.5 +- 133886.1 +- 48262.66 +- 2.15118250e+04 +- 1.07101650e+04 +- 5.78355950e+03 +- 2.69390050e+03 +- 1015.716 +- 438.5913 +- 188.5275 +- 8.93689600e+01 +- 34.6956 +- 1.08634850e+01 +- 3.73744 +- 1.495224 +- 5.13887150e-01 +- 1.24847350e-01 +- 2.62151850e-02 +- 9.49130750e+05 +- 283815.4 +- 1.04010400e+05 +- 4.45961600e+04 +- 2.15460000e+04 +- 11787.02 +- 5.37026850e+03 +- 2.04784750e+03 +- 828.8342 +- 331.2862 +- 151.3236 +- 54.30558 +- 14.10841 +- 4.164325 +- 1.35155250e+00 +- 3.84890850e-01 +- 7.19043450e-02 +- 1.07784000e-02 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/filter.py new file mode 100644 index 0000000000..96df911783 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/filter.py @@ -0,0 +1,259 @@ +import pathlib + +import numpy as np +import pandas as pd +import yaml + +from nnpdf_data.filter_utils.utils import prettify_float + +yaml.add_representer(float, prettify_float) + +MT_VALUE = 172.5 +SQRT_S = 8_000.0 + +from nnpdf_data.filter_utils.utils import symmetrize_errors as se + + +def load_yaml(table_id: int, version: int = 1) -> dict: + """Load the HEP data table in yaml format. + + Parameters + ---------- + table_id: int + table ID number + + Returns + ------- + dict: + ditionary containing the table contents + + """ + filename = f"HEPData-ins1457605-v{version}-Table_{table_id}" + table = pathlib.Path(f"./rawdata/{filename}.yaml") + + return yaml.safe_load(table.read_text()) + + +def get_kinematics(hepdata: dict, bin_index: list = [], indx: int = 0, mid_rap=None) -> list: + """Read the version and list of tables from metadata. + + Parameters + ---------- + hepdata: dict + dictionary containing all data info + bin_index: list + list of Non-empty bin index + indx: int + Column index from which to read, default=0 + + Returns + ------- + kinematics: list + kinematic info + + """ + bins = hepdata["independent_variables"][indx]["values"] + + kinematics = [] + for i in bin_index: + min_et, max_et = bins[i]["low"], bins[i]["high"] + + kin_value = { + "eta": {"min": None, "mid": mid_rap, "max": None}, + "ET": {"min": None, "mid": ((min_et + max_et) / 2), "max": None}, + "sqrts": {"min": None, "mid": SQRT_S, "max": None}, + } + kinematics.append(kin_value) + + return kinematics + + +def get_data_values(hepdata: dict, bin_index: list, indx: int = 0) -> list: + """Extract the central values from the HepData yaml file. + + Parameters + ---------- + hepdata: dict + dictionary containing all data info + bin_index: list + Bin indices that must be parsed + indx: int + Column index from which to read the central value, default=0 + + Returns + ------- + list: + list of dictionaries whose contents are the central values + + """ + central = hepdata["dependent_variables"][indx]["values"] + return np.array([central[i]["value"] for i in bin_index]) + + +def get_errors(hepdata: dict, bin_index: list) -> dict: + """ + Extract the uncertainties from hepdata and computes the shift of the central value in case of + asymmetric uncertainties + + Parameters + ---------- + hepdata: dict + Hepdata yaml file loaded as dictionary + bin_index: list + Bin indices that must be parsed + + Returns + ------- + dict: + Dictionary containing the errors (as pandas DataFrame) and shifts of central values + """ + # parse the systematics + central_values = [] # relevant for asymmetric uncertainties + df_errors = pd.DataFrame() + for i, bin in enumerate(hepdata["dependent_variables"][0]["values"]): + + error_sources = [] + shift_cv = 0 + error_names = [] + for source in bin["errors"]: + error_names.append(source["label"]) + if source["label"] == "stat": + error_sources.append(source["symerror"]) + elif "asymerror" in source: + delta_min = float(source["asymerror"]["minus"]) + delta_plus = float(source["asymerror"]["plus"]) + se_delta, se_sigma = se(delta_plus, delta_min) + error_sources.append(se_sigma) + shift_cv += se_delta + elif "symerror" in source: + se_sigma = float(source["symerror"]) + error_sources.append(se_sigma) + df_bin = pd.DataFrame([error_sources], columns=error_names, index=[f"bin {i}"]) + df_errors = pd.concat([df_errors, df_bin]) + cv_i = bin["value"] + shift_cv + central_values.append(cv_i) + + # convert to fb + + df_errors = df_errors * 1e3 + central_values = np.array(central_values) * 1e3 + + return central_values, df_errors + + +def format_uncertainties(uncs: dict) -> list: + """Format the uncertainties to be dumped into the yaml file. + + Parameters + ---------- + uncs: dict + Dictionary containing the various source of uncertainties + + Returns + ------- + list: + list of dictionaries whose elements are the various errors + + """ + + combined_errors = [] + n_bins = uncs["systematics"].index.str.startswith("bin").sum() + for i in range(n_bins): + errors = {} + if "statistics" in uncs: + errors["stat"] = uncs["statistics"].loc[f"bin {i}"].values.item() + for j, unc in enumerate(uncs["systematics"].loc[f"bin {i}"].values): + errors[f"sys_corr_{j + 1}"] = float(unc) + + combined_errors.append(errors) + + return combined_errors + + +def dump_commondata(kinematics: list, data: list, errors: dict, obs: str) -> None: + """Function that generates and writes the commondata files. + + Parameters + ---------- + kinematics: list + list containing the kinematic values + data: list + list containing the central values + errors: dict + Dictionary containing the different errors + obs: str + Name to append to the file names + """ + + if "statistics" in errors: + error_definition = { + "stat": { + "description": "Uncorrelated statistical uncertainties", + "treatment": errors["statistics"].loc["treatment"].iloc[0], + "type": errors["statistics"].loc["type"].iloc[0], + } + } + else: + error_definition = {} + + n_sys = errors["systematics"].shape[1] + for i in range(n_sys): + + error_definition[f"sys_corr_{i + 1}"] = { + "description": errors["systematics"].columns[i], + "treatment": errors["systematics"].loc["treatment"].iloc[i], + "type": errors["systematics"].loc["type"].iloc[i], + } + + errors_formatted = format_uncertainties(errors) + with open(f"data_{obs}.yaml", "w") as file: + yaml.dump({"data_central": data.tolist()}, file, sort_keys=False) + + with open(f"kinematics_{obs}.yaml", "w") as file: + yaml.dump({"bins": kinematics}, file, sort_keys=False) + + with open(f"uncertainties_{obs}.yaml", "w") as file: + yaml.dump( + {"definitions": error_definition, "bins": errors_formatted}, file, sort_keys=False + ) + + +def main_filter() -> None: + """ + Main function that reads the HepData yaml files and generates the commondata files + """ + + yaml_content_data = [load_yaml(table_id=i, version=1) for i in range(1, 5)] + uncertainties_all = pd.DataFrame() + central_values_all = np.array([]) + kinematics_all = [] + n_datapoints = [22, 21, 18, 18] + mid_rapidities = [0.3, 0.985, 1.685, 2.09] + for i, yaml_content in enumerate(yaml_content_data): + kinematics = get_kinematics( + yaml_content, bin_index=range(n_datapoints[i]), mid_rap=mid_rapidities[i] + ) + central_values, uncertainties = get_errors(yaml_content, bin_index=range(n_datapoints[i])) + uncertainties_all = pd.concat([uncertainties_all, uncertainties]) + central_values_all = np.concatenate([central_values_all, central_values]) + kinematics_all += kinematics + + uncertainties_all.index = [f"bin {i}" for i in range(uncertainties_all.shape[0])] + + n_sources = uncertainties_all.shape[1] + sys_types = { + "treatment": ["ADD"] + ["MULT"] * (n_sources - 1), + "type": ["UNCORR"] * (n_sources - 1) + ["ATLASLUMI15"], + } + sys_types_df = pd.DataFrame(sys_types, index=uncertainties_all.columns).T + df_errors = pd.concat([sys_types_df, uncertainties_all]) + + errors = {"statistics": df_errors.iloc[:, [0]], "systematics": df_errors.iloc[:, 1:]} + + dump_commondata(kinematics_all, central_values_all, errors, obs="XSEC") + + return + + +if __name__ == "__main__": + main_filter() diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/kinematics_XSEC.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/kinematics_XSEC.yaml new file mode 100644 index 0000000000..2e1e31e7d5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/kinematics_XSEC.yaml @@ -0,0 +1,949 @@ +bins: +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 30.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 40.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 50.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 60.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 70.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 80.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 95.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 115.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 137.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 162.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 187.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 225.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 275.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 325.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 375.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 435.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 510.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 600.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 700.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 825.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 1000.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.3 + max: null + ET: + min: null + mid: 1300.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 30.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 40.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 50.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 60.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 70.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 80.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 95.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 115.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 137.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 162.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 187.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 225.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 275.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 325.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 375.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 435.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 510.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 600.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 700.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 825.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 0.985 + max: null + ET: + min: null + mid: 1000.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 30.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 40.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 50.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 60.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 70.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 80.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 95.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 115.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 137.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 162.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 187.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 225.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 275.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 325.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 375.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 435.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 510.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 1.685 + max: null + ET: + min: null + mid: 600.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 30.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 40.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 50.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 60.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 70.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 80.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 95.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 115.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 137.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 162.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 187.5 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 225.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 275.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 325.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 375.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 435.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 510.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- eta: + min: null + mid: 2.09 + max: null + ET: + min: null + mid: 600.0 + max: null + sqrts: + min: null + mid: 8000.0 + max: null diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/metadata.yaml new file mode 100644 index 0000000000..7a7bff3d97 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/metadata.yaml @@ -0,0 +1,61 @@ +setname: ATLAS_PH_8TEV +version: 1 +version_comment: Implementation of new data +nnpdf_metadata: + nnpdf31_process: PHOTON + experiment: ATLAS +arXiv: + url: https://arxiv.org/abs/1605.03495 + journal: JHEP 08 (2016) 005 +iNSPIRE: + url: https://inspirehep.net/literature/1457605 +hepdata: + url: https://www.hepdata.net/record/ins1457605 + version: 1 +implemented_observables: +- observable_name: XSEC + observable: + description: Photon Production + label: ATLAS direct photon production 8 TeV + units: '' + process_type: PHT + tables: [1, 2, 3, 4] + npoints: [] + ndata: 79 + plotting: + kinematics_override: identity + dataset_label: ATLAS direct photon production 8 TeV + y_label: $d\sigma_{\gamma}/dp_T ^\gamma$ (fb) + figure_by: + - eta + plot_x: ET + kinematic_coverage: + - eta + - ET + - sqrts + kinematics: + variables: + eta: + description: Absolute photon pseudorapidity + label: $|\eta|$ + units: $GeV$ + ET: + description: Transverse energy + label: $E_T$ + units: $GeV$ + sqrts: + description: Center of mass energy + label: $\sqrt{s}$ + units: $GeV$ + file: kinematics_XSEC.yaml + theory: + conversion_factor: 1.0 + operation: 'NULL' + FK_tables: + - - ATLASPHT15-ATLASPHT12_Et_1bin + - ATLASPHT15-ATLASPHT12_Et_2bin + - ATLASPHT15-ATLASPHT12_Et_3bin + - ATLASPHT15-ATLASPHT12_Et_4bin + data_uncertainties: [uncertainties_XSEC.yaml] + data_central: data_XSEC.yaml + ported_from: ATLASPHT12_SF diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_1.yaml new file mode 100644 index 0000000000..b92bea79be --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_1.yaml @@ -0,0 +1,756 @@ +independent_variables: + - header: {name: 'E_T(Gamma) range [GeV]'} + values: + - {low: 25, high: 35} + - {low: 35, high: 45} + - {low: 45, high: 55} + - {low: 55, high: 65} + - {low: 65, high: 75} + - {low: 75, high: 85} + - {low: 85, high: 105} + - {low: 105, high: 125} + - {low: 125, high: 150} + - {low: 150, high: 175} + - {low: 175, high: 200} + - {low: 200, high: 250} + - {low: 250, high: 300} + - {low: 300, high: 350} + - {low: 350, high: 400} + - {low: 400, high: 470} + - {low: 470, high: 550} + - {low: 550, high: 650} + - {low: 650, high: 750} + - {low: 750, high: 900} + - {low: 900, high: 1100} + - {low: 1100, high: 1500} +dependent_variables: + - header: {name: Cross_Section_Gamma, units: pb/GeV} + qualifiers: + - {name: '', value: ''} + values: + - value: 1034 + errors: + - {symerror: 2.08, label: stat} + - {symerror: 73.8276, label: sysAdmixture} + - {asymerror: {plus: 78.2738, minus: -75.0684}, label: 'sysBackground'} + - {asymerror: {plus: 13.5454, minus: -13.3386}, label: 'sysPhotonID'} + - {symerror: 3.7224, label: sysPhotonIsolation} + - {asymerror: {plus: 20.4732, minus: -20.5766}, label: 'sysBackgroundID'} + - {asymerror: {plus: 1.4476, minus: -0.7238}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.6204, minus: -0.7238}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.4136, minus: -0.4136}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.517, minus: -0.9306}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0, minus: -0.9306}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.4136, minus: -0.517}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.517, minus: -0.7238}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.6204, minus: -0.4136}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.3102, minus: -0.7238}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0, minus: -0.3102}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.7578, minus: -1.551}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.8272, minus: -1.1374}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 1.551, minus: -1.4476}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.034, minus: -0.8272}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.1374, minus: -1.034}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.517, minus: -0.517}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.1034, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.8272, minus: -0.517}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.6204, minus: -0.8272}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.1034, label: sysUnfolding} + - {symerror: 21.3004, label: sysModel} + - {symerror: 19.646, label: sysLumi} + - value: 301 + errors: + - {symerror: 1.07, label: stat} + - {symerror: 17.3677, label: sysAdmixture} + - {asymerror: {plus: 12.8527, minus: -12.4614}, label: 'sysBackground'} + - {asymerror: {plus: 2.1672, minus: -2.1371}, label: 'sysPhotonID'} + - {symerror: 0.8127, label: sysPhotonIsolation} + - {asymerror: {plus: 2.6789, minus: -2.7391}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.602, minus: -0.4214}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.1204, minus: -0.3612}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.1204, minus: -0.1204}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0301, minus: -0.0602}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.4214, minus: -0.3913}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.1806, minus: -0.2107}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.2408, minus: -0.2107}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0602, minus: -0.0903}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.2408, minus: -0.1806}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.2709, minus: -0.0903}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.4515, minus: -0.4214}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.3612, minus: -0.3311}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.3913, minus: -0.4515}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0602, minus: -0.0602}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.3311, minus: -0.2408}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.2107, minus: -0.2709}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0301, minus: -0.2107}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0301, minus: -0.0301}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.1505, minus: -0.2709}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.2408, minus: -0.301}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.0903, label: sysUnfolding} + - {symerror: 5.719, label: sysModel} + - {symerror: 5.719, label: sysLumi} + - value: 115 + errors: + - {symerror: 0.653, label: stat} + - {symerror: 5.0255, label: sysAdmixture} + - {asymerror: {plus: 2.898, minus: -2.829}, label: 'sysBackground'} + - {asymerror: {plus: 0.6325, minus: -0.644}, label: 'sysPhotonID'} + - {symerror: 0.1725, label: sysPhotonIsolation} + - {asymerror: {plus: 0.437, minus: -0.4715}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.23, minus: -0.1725}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0345, minus: -0.1495}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.092, minus: -0.0115}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.046, minus: -0.023}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.092, minus: -0.138}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.092, minus: -0.023}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0345, minus: -0.092}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.069, minus: -0.023}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0575, minus: -0.138}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0115, minus: -0.2645}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.1955, minus: -0.092}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.161, minus: -0.069}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.1035, minus: -0.092}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.1265, minus: -0.069}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0805, minus: -0.1955}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.2415, minus: -0.0115}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.1495, minus: -0.0345}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0115, minus: -0.023}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.1495, minus: -0.23}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.1265, minus: -0.069}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.0115, label: sysUnfolding} + - {symerror: 1.5525, label: sysModel} + - {symerror: 2.185, label: sysLumi} + - value: 50.3 + errors: + - {symerror: 0.229, label: stat} + - {symerror: 1.68002, label: sysAdmixture} + - {asymerror: {plus: 0.99594, minus: -0.97582}, label: 'sysBackground'} + - {asymerror: {plus: 0.20623, minus: -0.21629}, label: 'sysPhotonID'} + - {symerror: 0.11066, label: sysPhotonIsolation} + - {asymerror: {plus: 0.1006, minus: -0.11569}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.09054, minus: -0.07042}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.01006, minus: -0.06539}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00503, minus: -0.01509}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.00503, minus: -0.04527}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.07042, minus: -0.06539}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.04527, minus: -0.02515}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.08551, minus: -0.01006}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.01006, minus: -0.03018}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.12575, minus: -0.00503}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.10563, minus: -0.02012}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.07042, minus: -0.05533}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.04527, minus: -0.06539}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.01006, minus: -0.07545}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.03018, minus: -0.13581}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.11066, minus: -0.05533}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.02012, minus: -0.08551}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.01509, minus: -0.03018}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0, minus: -0.01509}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.07042, minus: -0.0503}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.01006, minus: -0.07545}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.00503, label: sysUnfolding} + - {symerror: 0.37725, label: sysModel} + - {symerror: 0.9557, label: sysLumi} + - value: 25.4 + errors: + - {symerror: 0.0964, label: stat} + - {symerror: 0.66548, label: sysAdmixture} + - {asymerror: {plus: 0.37846, minus: -0.37084}, label: 'sysBackground'} + - {asymerror: {plus: 0.07366, minus: -0.06858}, label: 'sysPhotonID'} + - {symerror: 0.06604, label: sysPhotonIsolation} + - {asymerror: {plus: 0.0381, minus: -0.04572}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.04064, minus: -0.03302}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0127, minus: -0.02032}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0127, minus: -0.01524}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.02286, minus: -0.01778}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.07366, minus: -0.06858}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.02286, minus: -0.02794}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.04064, minus: -0.03556}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.01524, minus: -0.02032}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.04826, minus: -0.03048}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.05334, minus: -0.04318}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.04572, minus: -0.03556}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.02794, minus: -0.04064}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.04318, minus: -0.04826}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0254, minus: -0.02794}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0254, minus: -0.02286}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.02794, minus: -0.03302}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.01524, minus: -0.01778}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.03302, minus: -0.04064}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.00762, minus: -0.00254}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.00508, label: sysUnfolding} + - {symerror: 0.09652, label: sysModel} + - {symerror: 0.4826, label: sysLumi} + - value: 13.7 + errors: + - {symerror: 0.0714, label: stat} + - {symerror: 0.27537, label: sysAdmixture} + - {asymerror: {plus: 0.16851, minus: -0.16577}, label: 'sysBackground'} + - {asymerror: {plus: 0.03425, minus: -0.03425}, label: 'sysPhotonID'} + - {symerror: 0.04247, label: sysPhotonIsolation} + - {asymerror: {plus: 0.01781, minus: -0.02192}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.01918, minus: -0.01507}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.00822, minus: -0.01233}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00822, minus: -0.00274}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.01233, minus: -0.00411}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.03699, minus: -0.04658}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.00822, minus: -0.00137}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00411, minus: -0.0137}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.01096, minus: -0.00274}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.00274, minus: -0.02192}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.00137, minus: -0.02055}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.02192, minus: -0.00137}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.00959, minus: -0.01781}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.01918, minus: -0.00137}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.06165, minus: -0.04932}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.03014, minus: -0.02329}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.01507, minus: -0.00274}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.00959, minus: -0.00685}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.00274, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00411, minus: -0.02603}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.00959, minus: -0.01781}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0.02603, label: sysModel} + - {symerror: 0.2603, label: sysLumi} + - value: 6.37 + errors: + - {symerror: 0.0294, label: stat} + - {symerror: 0.075166, label: sysAdmixture} + - {asymerror: {plus: 0.059878, minus: -0.059241}, label: 'sysBackground'} + - {asymerror: {plus: 0.013377, minus: -0.013377}, label: 'sysPhotonID'} + - {symerror: 0.007007, label: sysPhotonIsolation} + - {asymerror: {plus: 0.007644, minus: -0.009555}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.007644, minus: -0.00637}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.002548, minus: -0.005096}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0, minus: -0.004459}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.003185, minus: -0.00637}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.017836, minus: -0.01911}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.002548, minus: -0.00637}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.007644, minus: -0.008281}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.000637, minus: -0.005096}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.013377, minus: -0.011466}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.012103, minus: -0.010192}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.010192, minus: -0.013377}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.007007, minus: -0.010192}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.008918, minus: -0.010829}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.035672, minus: -0.033761}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.004459, minus: -0.00637}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.003822, minus: -0.004459}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.000637, minus: -0.005733}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.000637, minus: -0.000637}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.007007, minus: -0.007644}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.001274, minus: -0.000637}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0.004459, label: sysModel} + - {symerror: 0.12103, label: sysLumi} + - value: 2.54 + errors: + - {symerror: 0.0097, label: stat} + - {symerror: 0.012192, label: sysAdmixture} + - {asymerror: {plus: 0.016764, minus: -0.01651}, label: 'sysBackground'} + - {asymerror: {plus: 0.004318, minus: -0.004826}, label: 'sysPhotonID'} + - {symerror: 0.00508, label: sysPhotonIsolation} + - {asymerror: {plus: 0.002794, minus: -0.003556}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.002286, minus: -0.002032}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.001016, minus: -0.00254}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00127, minus: -0.001778}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.002032, minus: -0.002032}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.009144, minus: -0.010922}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.001524, minus: -0.00254}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.004572, minus: -0.001524}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.001524, minus: -0.002032}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.004826, minus: -0.00508}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.005588, minus: -0.004572}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.002032, minus: -0.00508}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.00254, minus: -0.003556}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.00254, minus: -0.004064}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.017526, minus: -0.017018}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.003556, minus: -0.002286}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.001778, minus: -0.002794}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.001778, minus: -0.002032}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00254, minus: -0.004826}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.000254, minus: -0.000508}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.000254, label: sysUnfolding} + - {symerror: 0.000508, label: sysModel} + - {symerror: 0.04826, label: sysLumi} + - value: 1.09 + errors: + - {symerror: 0.00295, label: stat} + - {symerror: 0.001744, label: sysAdmixture} + - {asymerror: {plus: 0.00545, minus: -0.005341}, label: 'sysBackground'} + - {asymerror: {plus: 0.00218, minus: -0.002071}, label: 'sysPhotonID'} + - {symerror: 0.001962, label: sysPhotonIsolation} + - {asymerror: {plus: 0.001199, minus: -0.001526}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.000763, minus: -0.000654}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.00109, minus: -0.002834}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.000545, minus: -0.000436}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.001199, minus: -0.001526}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.006213, minus: -0.006213}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.001199, minus: -0.000654}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.001526, minus: -0.001853}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.000654, minus: -0.000545}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.002289, minus: -0.002289}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.002398, minus: -0.002507}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.00218, minus: -0.001744}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.001635, minus: -0.001308}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.001853, minus: -0.001308}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.008938, minus: -0.008284}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.001853, minus: -0.000763}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.001308, minus: -0.001526}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.000654, minus: -0.000763}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.000109, minus: -0.000109}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.000218, minus: -0.000981}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: -0.000218}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.000218, label: sysUnfolding} + - {symerror: 0.000109, label: sysModel} + - {symerror: 0.02071, label: sysLumi} + - value: 0.484 + errors: + - {symerror: 0.0019, label: stat} + - {symerror: 0.000242, label: sysAdmixture} + - {asymerror: {plus: 0.0017424, minus: -0.0017424}, label: 'sysBackground'} + - {asymerror: {plus: 0.002178, minus: -0.002178}, label: 'sysPhotonID'} + - {symerror: 0.0012584, label: sysPhotonIsolation} + - {asymerror: {plus: 0.0005324, minus: -0.0006776}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.000242, minus: -0.000242}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0002904, minus: -0.0012584}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0001452, minus: -0.0005808}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 4.84e-05, minus: -0.0011132}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.003146, minus: -0.002904}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.0002904, minus: -0.0011132}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0015004, minus: -0.0003872}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0001452, minus: -0.000484}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.002178, minus: -0.0003872}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0021296, minus: -0.0006292}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0005324, minus: -0.001936}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 9.68e-05, minus: -0.0012584}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.000484, minus: -0.0015972}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0039204, minus: -0.0035816}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0003388, minus: -0.00121}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0004356, minus: -0.00121}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0001936, minus: -0.000484}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0, minus: -0.0001936}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0015972, minus: -0.0003388}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0002904, minus: -9.68e-05}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.009196, label: sysLumi} + - value: 0.234 + errors: + - {symerror: 0.00131, label: stat} + - {symerror: 4.68e-05, label: sysAdmixture} + - {asymerror: {plus: 0.0006552, minus: -0.0006318}, label: 'sysBackground'} + - {asymerror: {plus: 0.0008658, minus: -0.0008658}, label: 'sysPhotonID'} + - {symerror: 0.0005148, label: sysPhotonIsolation} + - {asymerror: {plus: 0.0002574, minus: -0.0003276}, label: 'sysBackgroundID'} + - {asymerror: {plus: 9.36e-05, minus: -9.36e-05}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0001404, minus: -0.0005616}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.000117, minus: -9.36e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0003042, minus: -0.000351}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.001755, minus: -0.0017784}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.0003978, minus: -0.0002808}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0006084, minus: -0.0004212}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0001872, minus: -2.34e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0005148, minus: -0.001053}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0006318, minus: -0.0006786}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0006318, minus: -0.0003042}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0005616, minus: -0.0001404}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.0005148, minus: -0.0002106}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0020358, minus: -0.0019188}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0003744, minus: -0.0003276}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0005148, minus: -0.000117}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0001404, minus: 0}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0, minus: -2.34e-05}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.000234, minus: -0.0007488}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 2.34e-05, minus: -2.34e-05}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.004446, label: sysLumi} + - value: 0.0984 + errors: + - {symerror: 0.000514, label: stat} + - {symerror: 9.84e-06, label: sysAdmixture} + - {asymerror: {plus: 0.00020664, minus: -0.00020664}, label: 'sysBackground'} + - {asymerror: {plus: 0.00036408, minus: -0.00036408}, label: 'sysPhotonID'} + - {symerror: 0.0002952, label: sysPhotonIsolation} + - {asymerror: {plus: 0.00010824, minus: -0.00013776}, label: 'sysBackgroundID'} + - {asymerror: {plus: 1.968e-05, minus: -2.952e-05}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 5.904e-05, minus: -0.00027552}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 9.84e-06, minus: -5.904e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.00016728, minus: -0.00015744}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.00072816, minus: -0.00069864}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.00015744, minus: -0.00018696}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00013776, minus: -0.00020664}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 1.968e-05, minus: -5.904e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.00021648, minus: -0.00026568}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.000246, minus: -0.00026568}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0001476, minus: -0.00018696}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 6.888e-05, minus: -9.84e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.00011808, minus: -0.00012792}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00091512, minus: -0.00097416}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.00013776, minus: -0.00011808}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.00016728, minus: -0.00010824}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 4.92e-05, minus: -3.936e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0, minus: -9.84e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00010824, minus: -0.00016728}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 1.968e-05, minus: -9.84e-06}, label: 'sysGESConvRadiusUncert'} + - {symerror: 9.84e-06, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.0018696, label: sysLumi} + - value: 0.0342 + errors: + - {symerror: 0.00023, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 4.788e-05, minus: -4.788e-05}, label: 'sysBackground'} + - {asymerror: {plus: 0.0001197, minus: -0.0001197}, label: 'sysPhotonID'} + - {symerror: 0.00012996, label: sysPhotonIsolation} + - {asymerror: {plus: 3.762e-05, minus: -3.42e-05}, label: 'sysBackgroundID'} + - {asymerror: {plus: 3.42e-06, minus: -6.84e-06}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.71e-05, minus: -6.498e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 2.052e-05, minus: -1.368e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 5.13e-05, minus: -5.472e-05}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.00027018, minus: -0.00028044}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 4.788e-05, minus: -2.052e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 4.104e-05, minus: -5.472e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 6.84e-06, minus: -2.052e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 9.576e-05, minus: -0.00011286}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.00010944, minus: -0.00011286}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 6.84e-05, minus: -8.55e-05}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 1.368e-05, minus: -2.052e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 6.498e-05, minus: -4.788e-05}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00032832, minus: -0.0003762}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 8.55e-05, minus: -3.762e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 8.892e-05, minus: -8.892e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 4.788e-05, minus: -5.472e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 3.42e-06, minus: -3.42e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 5.814e-05, minus: -4.446e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.0006498, label: sysLumi} + - value: 0.0141 + errors: + - {symerror: 0.000145, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 1.551e-05, minus: -1.551e-05}, label: 'sysBackground'} + - {asymerror: {plus: 4.935e-05, minus: -4.794e-05}, label: 'sysPhotonID'} + - {symerror: 4.089e-05, label: sysPhotonIsolation} + - {asymerror: {plus: 1.551e-05, minus: -7.05e-06}, label: 'sysBackgroundID'} + - {asymerror: {plus: 1.41e-06, minus: -1.41e-06}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 4.23e-06, minus: -4.794e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 2.82e-05, minus: -1.41e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.397e-05, minus: -2.961e-05}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.00011703, minus: -0.00011985}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 3.102e-05, minus: -3.807e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 3.525e-05, minus: -3.666e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 5.64e-06, minus: -2.397e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 3.948e-05, minus: -4.794e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 5.781e-05, minus: -6.345e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 3.102e-05, minus: -5.358e-05}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 3.666e-05, minus: -4.371e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 3.948e-05, minus: -4.23e-05}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00015792, minus: -0.00016497}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 4.23e-06, minus: -4.23e-06}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 3.807e-05, minus: -5.499e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 3.102e-05, minus: -2.538e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 2.82e-06, minus: -2.82e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 3.807e-05, minus: -4.23e-06}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.0002679, label: sysLumi} + - value: 0.00656 + errors: + - {symerror: 0.0001, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 6.56e-06, minus: -6.56e-06}, label: 'sysBackground'} + - {asymerror: {plus: 2.2304e-05, minus: -2.3616e-05}, label: 'sysPhotonID'} + - {symerror: 2.6896e-05, label: sysPhotonIsolation} + - {asymerror: {plus: 7.216e-06, minus: -1.312e-06}, label: 'sysBackgroundID'} + - {asymerror: {plus: 6.56e-07, minus: -6.56e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 4.592e-06, minus: -1.5088e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 4.592e-06, minus: -5.904e-06}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 3.28e-06, minus: -6.56e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 6.1008e-05, minus: -6.1664e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 2.624e-06, minus: -3.936e-06}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 8.528e-06, minus: -1.2464e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 3.936e-06, minus: -1.312e-06}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 2.6896e-05, minus: -1.9024e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 3.8704e-05, minus: -3.0176e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 9.84e-06, minus: -1.8368e-05}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 5.904e-06, minus: -1.968e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 1.0496e-05, minus: -6.56e-06}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 8.7904e-05, minus: -9.1184e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 2.2304e-05, minus: -2.296e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.312e-06, minus: -6.56e-06}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0, minus: -2.624e-06}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 3.28e-06, minus: -4.592e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 3.936e-06, minus: -2.8864e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.00012464, label: sysLumi} + - value: 0.00284 + errors: + - {symerror: 4.95e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 2.84e-06, minus: -2.84e-06}, label: 'sysBackground'} + - {asymerror: {plus: 9.656e-06, minus: -9.94e-06}, label: 'sysPhotonID'} + - {symerror: 1.5052e-05, label: sysPhotonIsolation} + - {asymerror: {plus: 3.124e-06, minus: -2.84e-07}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0, minus: -5.68e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 3.124e-06, minus: -7.384e-06}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 2.556e-06, minus: -8.52e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.272e-06, minus: -3.692e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 3.0672e-05, minus: -2.7548e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 4.544e-06, minus: -3.408e-06}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 6.248e-06, minus: -7.1e-06}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 4.828e-06, minus: -3.692e-06}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 9.94e-06, minus: -1.0792e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 1.0792e-05, minus: -1.0224e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 9.088e-06, minus: -6.532e-06}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 6.816e-06, minus: -6.248e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 7.1e-06, minus: -6.532e-06}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 4.0612e-05, minus: -4.118e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.988e-06, minus: -8.52e-06}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 6.816e-06, minus: -5.68e-06}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 5.112e-06, minus: -2.84e-06}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0, minus: -5.68e-07}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 7.384e-06, minus: -3.124e-06}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 2.84e-07, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 5.396e-05, label: sysLumi} + - value: 0.00113 + errors: + - {symerror: 2.85e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 5.65e-07, minus: -5.65e-07}, label: 'sysBackground'} + - {asymerror: {plus: 3.955e-06, minus: -3.955e-06}, label: 'sysPhotonID'} + - {symerror: 6.78e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 9.04e-07, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 1.13e-07, minus: -2.26e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.243e-06, minus: -2.938e-06}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 5.65e-07, minus: -1.017e-06}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.921e-06, minus: -1.695e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.0735e-05, minus: -1.1639e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 2.034e-06, minus: -1.695e-06}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 3.277e-06, minus: -3.164e-06}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 1.356e-06, minus: -1.017e-06}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 5.424e-06, minus: -4.746e-06}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 7.345e-06, minus: -5.537e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 3.277e-06, minus: -3.164e-06}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 2.147e-06, minus: -1.808e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 2.938e-06, minus: -2.599e-06}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 1.7515e-05, minus: -1.7402e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.695e-06, minus: -2.825e-06}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.599e-06, minus: -1.921e-06}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 1.13e-06, minus: -9.04e-07}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 2.26e-07, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 2.599e-06, minus: -1.695e-06}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 2.147e-05, label: sysLumi} + - value: 0.000405 + errors: + - {symerror: 1.52e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 3.645e-07, minus: -3.645e-07}, label: 'sysBackground'} + - {asymerror: {plus: 3.9285e-06, minus: -3.9285e-06}, label: 'sysPhotonID'} + - {symerror: 3.1995e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 2.025e-07, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 4.05e-08, minus: -1.215e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 7.695e-07, minus: -7.695e-07}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 3.645e-07, minus: -1.215e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.43e-07, minus: -1.215e-07}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 4.698e-06, minus: -4.5765e-06}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 6.48e-07, minus: -8.1e-08}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 2.43e-07, minus: -8.91e-07}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 3.645e-07, minus: -4.05e-08}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 8.505e-07, minus: -1.9035e-06}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 1.4175e-06, minus: -2.3085e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 8.91e-07, minus: -4.455e-07}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 9.315e-07, minus: -3.24e-07}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 8.505e-07, minus: -3.24e-07}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 7.128e-06, minus: -7.209e-06}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 8.1e-07, minus: -7.695e-07}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 6.48e-07, minus: -4.455e-07}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 3.645e-07, minus: -4.05e-08}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0, minus: -8.1e-08}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 5.67e-07, minus: -1.9035e-06}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 7.695e-06, label: sysLumi} + - value: 0.000139 + errors: + - {symerror: 9.04e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 1.668e-07, minus: -1.668e-07}, label: 'sysBackground'} + - {asymerror: {plus: 1.3344e-06, minus: -1.3483e-06}, label: 'sysPhotonID'} + - {symerror: 1.3205e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 2.78e-08, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 2.78e-08, minus: -4.17e-08}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 4.448e-07, minus: -4.17e-07}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 1.39e-07, minus: -2.363e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.085e-07, minus: -2.502e-07}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.7097e-06, minus: -1.7375e-06}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.112e-07, minus: -4.17e-07}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 1.668e-07, minus: -2.502e-07}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 1.251e-07, minus: -1.668e-07}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 4.309e-07, minus: -5.977e-07}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 9.035e-07, minus: -8.896e-07}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 3.614e-07, minus: -5.699e-07}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 2.78e-08, minus: -2.502e-07}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 2.363e-07, minus: -4.865e-07}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 2.5576e-06, minus: -2.5993e-06}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 2.641e-07, minus: -1.668e-07}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 9.73e-08, minus: -3.614e-07}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 5.56e-08, minus: -1.807e-07}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 6.95e-08, minus: -6.95e-08}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 5.143e-07, minus: -4.448e-07}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 1.39e-08, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 2.641e-06, label: sysLumi} + - value: 4.36e-05 + errors: + - {symerror: 4.2e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 5.232e-08, minus: -5.232e-08}, label: 'sysBackground'} + - {asymerror: {plus: 4.1856e-07, minus: -4.2292e-07}, label: 'sysPhotonID'} + - {symerror: 4.1856e-07, label: sysPhotonIsolation} + - {asymerror: {plus: 4.36e-09, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 4.36e-09, minus: -1.744e-08}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.5696e-07, minus: -1.8748e-07}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 4.36e-08, minus: -3.488e-08}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 6.54e-08, minus: -6.104e-08}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 6.1476e-07, minus: -6.2784e-07}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 6.976e-08, minus: -5.668e-08}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 1.09e-07, minus: -1.7004e-07}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 4.796e-08, minus: -3.924e-08}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 2.18e-07, minus: -2.5724e-07}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 2.8776e-07, minus: -3.27e-07}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.526e-07, minus: -1.1772e-07}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 9.592e-08, minus: -6.54e-08}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 1.2644e-07, minus: -9.156e-08}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 8.3276e-07, minus: -8.4584e-07}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 6.976e-08, minus: -8.284e-08}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 5.668e-08, minus: -7.412e-08}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 4.36e-08, minus: -3.924e-08}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 8.72e-09, minus: -4.36e-09}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 1.09e-07, minus: -1.09e-07}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 4.36e-09, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 8.284e-07, label: sysLumi} + - value: 9.35e-06 + errors: + - {symerror: 1.71e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackground'} + - {asymerror: {plus: 9.0695e-08, minus: -8.976e-08}, label: 'sysPhotonID'} + - {symerror: 1.24355e-07, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 3.553e-08, minus: -4.2075e-08}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 1.87e-09, minus: -7.48e-09}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 7.48e-09, minus: -1.9635e-08}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.56145e-07, minus: -1.52405e-07}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 9.35e-09, minus: -1.683e-08}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 2.5245e-08, minus: -2.1505e-08}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 6.545e-09, minus: -1.122e-08}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 4.2075e-08, minus: -6.2645e-08}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 6.919e-08, minus: -8.228e-08}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 2.3375e-08, minus: -2.8985e-08}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 2.5245e-08, minus: -2.431e-08}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 1.9635e-08, minus: -2.618e-08}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 1.9261e-07, minus: -1.7765e-07}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.2155e-08, minus: -1.496e-08}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.683e-08, minus: -2.244e-08}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 8.415e-09, minus: -1.122e-08}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 1.87e-09, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 2.7115e-08, minus: -3.74e-09}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 1.7765e-07, label: sysLumi} + - value: 6.11e-07 + errors: + - {symerror: 3.8e-07, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackground'} + - {asymerror: {plus: 5.9267e-09, minus: -5.8656e-09}, label: 'sysPhotonID'} + - {symerror: 9.3483e-09, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 2.9328e-09, minus: -5.5601e-09}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 6.11e-10, minus: -6.11e-10}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.5275e-09, minus: -4.277e-10}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.26477e-08, minus: -1.33809e-08}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.7108e-09, minus: -5.499e-10}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 2.6273e-09, minus: -1.7719e-09}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 9.165e-10, minus: -4.277e-10}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 3.7882e-09, minus: -4.5825e-09}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 5.5601e-09, minus: -5.9878e-09}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 2.6273e-09, minus: -2.7495e-09}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 7.943e-10, minus: -7.943e-10}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 2.1996e-09, minus: -1.7719e-09}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 1.64359e-08, minus: -1.58249e-08}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.8941e-09, minus: -1.4053e-09}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.4053e-09, minus: -1.2831e-09}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 6.11e-10, minus: -4.277e-10}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 4.888e-10, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 4.888e-10, minus: -1.0387e-09}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 6.11e-11, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 1.1609e-08, label: sysLumi} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_2.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_2.yaml new file mode 100644 index 0000000000..1ef9e7e6cb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_2.yaml @@ -0,0 +1,722 @@ +independent_variables: + - header: {name: 'E_T(Gamma) range [GeV]'} + values: + - {low: 25, high: 35} + - {low: 35, high: 45} + - {low: 45, high: 55} + - {low: 55, high: 65} + - {low: 65, high: 75} + - {low: 75, high: 85} + - {low: 85, high: 105} + - {low: 105, high: 125} + - {low: 125, high: 150} + - {low: 150, high: 175} + - {low: 175, high: 200} + - {low: 200, high: 250} + - {low: 250, high: 300} + - {low: 300, high: 350} + - {low: 350, high: 400} + - {low: 400, high: 470} + - {low: 470, high: 550} + - {low: 550, high: 650} + - {low: 650, high: 750} + - {low: 750, high: 900} + - {low: 900, high: 1100} +dependent_variables: + - header: {name: Cross_Section_Gamma, units: pb/GeV} + qualifiers: + - {name: '', value: ''} + values: + - value: 1339 + errors: + - {symerror: 2.78, label: stat} + - {symerror: 99.6216, label: sysAdmixture} + - {asymerror: {plus: 137.248, minus: -129.883}, label: 'sysBackground'} + - {asymerror: {plus: 20.085, minus: -19.5494}, label: 'sysPhotonID'} + - {symerror: 4.5526, label: sysPhotonIsolation} + - {asymerror: {plus: 20.3528, minus: -8.1679}, label: 'sysBackgroundID'} + - {asymerror: {plus: 7.0967, minus: -3.2136}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.2678, minus: -2.2763}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.8034, minus: -0.5356}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.8119, minus: -2.2763}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0, minus: -0.2678}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.8746, minus: -1.7407}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 4.1509, minus: -4.4187}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.5356, minus: -0.5356}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 2.4102, minus: -1.7407}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0, minus: -0.1339}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 6.5611, minus: -5.7577}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 2.9458, minus: -3.2136}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 2.1424, minus: -1.8746}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 3.8831, minus: -4.6865}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.4102, minus: -2.4102}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.8034, minus: -0.8034}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.6695, minus: -0.5356}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.1339, minus: -1.339}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 1.0712, minus: -1.339}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.2678, label: sysUnfolding} + - {symerror: 23.0308, label: sysModel} + - {symerror: 25.441, label: sysLumi} + - value: 388 + errors: + - {symerror: 1.39, label: stat} + - {symerror: 22.698, label: sysAdmixture} + - {asymerror: {plus: 21.4176, minus: -20.6416}, label: 'sysBackground'} + - {asymerror: {plus: 5.432, minus: -5.2768}, label: 'sysPhotonID'} + - {symerror: 1.2028, label: sysPhotonIsolation} + - {asymerror: {plus: 5.626, minus: -2.3668}, label: 'sysBackgroundID'} + - {asymerror: {plus: 1.6684, minus: -1.0864}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.194, minus: -0.5432}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.1552, minus: -0.1164}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.7372, minus: -0.8536}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.3492, minus: -0.3104}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.6596, minus: -0.5044}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 1.4356, minus: -1.552}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.1552, minus: -0.1164}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 1.0476, minus: -1.0864}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0776, minus: -0.1552}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.7072, minus: -1.7072}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.7372, minus: -0.776}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.6984, minus: -0.582}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.1552, minus: -0.0776}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.6684, minus: -1.5132}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.7372, minus: -0.7372}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.2716, minus: -0.194}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.1552, minus: -0.3104}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.2328, minus: -0.2716}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.582, minus: -0.4268}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.2328, label: sysUnfolding} + - {symerror: 2.7936, label: sysModel} + - {symerror: 7.372, label: sysLumi} + - value: 144 + errors: + - {symerror: 0.781, label: stat} + - {symerror: 5.7456, label: sysAdmixture} + - {asymerror: {plus: 5.2416, minus: -5.0976}, label: 'sysBackground'} + - {asymerror: {plus: 0.936, minus: -0.936}, label: 'sysPhotonID'} + - {symerror: 0.3168, label: sysPhotonIsolation} + - {asymerror: {plus: 1.6704, minus: -0.864}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.5184, minus: -0.3744}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.1728, minus: -0.1872}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.072, minus: -0.0576}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.288, minus: -0.288}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.1872, minus: -0.1584}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.1872, minus: -0.2448}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.6048, minus: -0.6048}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0432, minus: -0.0288}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.4896, minus: -0.5616}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0864, minus: -0.1152}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.6336, minus: -0.6624}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.216, minus: -0.2448}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.3456, minus: -0.216}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0144, minus: -0.1296}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.6624, minus: -0.5904}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.3168, minus: -0.2304}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.1152, minus: -0.1008}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0432, minus: -0.0432}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0144, minus: -0.0288}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.144, minus: -0.1152}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.0432, label: sysUnfolding} + - {symerror: 0.36, label: sysModel} + - {symerror: 2.736, label: sysLumi} + - value: 66.1 + errors: + - {symerror: 0.284, label: stat} + - {symerror: 1.59301, label: sysAdmixture} + - {asymerror: {plus: 1.74504, minus: -1.71199}, label: 'sysBackground'} + - {asymerror: {plus: 0.33711, minus: -0.34372}, label: 'sysPhotonID'} + - {symerror: 0.15203, label: sysPhotonIsolation} + - {asymerror: {plus: 0.56185, minus: -0.37677}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.1983, minus: -0.15864}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.07932, minus: -0.10576}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0661, minus: -0.04627}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.08593, minus: -0.07271}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.10576, minus: -0.07932}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.07932, minus: -0.09915}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.27762, minus: -0.27101}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.05949, minus: -0.04627}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.23135, minus: -0.1983}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.02644, minus: -0.03305}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.28423, minus: -0.31728}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.09915, minus: -0.0661}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.07932, minus: -0.10576}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.11237, minus: -0.03305}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.37016, minus: -0.38338}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.05949, minus: -0.14542}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.04627, minus: -0.02644}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.09254, minus: -0.01322}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.01983, minus: -0.04627}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.02644, minus: -0.09254}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.01322, label: sysUnfolding} + - {symerror: 0.05288, label: sysModel} + - {symerror: 1.2559, label: sysLumi} + - value: 33 + errors: + - {symerror: 0.121, label: stat} + - {symerror: 0.4488, label: sysAdmixture} + - {asymerror: {plus: 0.6567, minus: -0.6468}, label: 'sysBackground'} + - {asymerror: {plus: 0.1155, minus: -0.1155}, label: 'sysPhotonID'} + - {symerror: 0.0462, label: sysPhotonIsolation} + - {asymerror: {plus: 0.2178, minus: -0.1683}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.0858, minus: -0.0693}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0264, minus: -0.0495}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0033, minus: -0.0231}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0495, minus: -0.0561}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0792, minus: -0.0825}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.0627, minus: -0.066}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.1881, minus: -0.1485}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0099, minus: -0.0198}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.1188, minus: -0.0858}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0528, minus: -0.0132}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.1584, minus: -0.165}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0693, minus: -0.1122}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.0231, minus: -0.0759}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0363, minus: -0.0528}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.1221, minus: -0.1386}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0396, minus: -0.0693}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0198, minus: -0.0297}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0198, minus: -0.0231}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0264, minus: -0.0099}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0231, minus: -0.0198}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.0033, label: sysUnfolding} + - {symerror: 0.0099, label: sysModel} + - {symerror: 0.627, label: sysLumi} + - value: 17.7 + errors: + - {symerror: 0.0905, label: stat} + - {symerror: 0.13452, label: sysAdmixture} + - {asymerror: {plus: 0.28143, minus: -0.27789}, label: 'sysBackground'} + - {asymerror: {plus: 0.05487, minus: -0.05487}, label: 'sysPhotonID'} + - {symerror: 0.02301, label: sysPhotonIsolation} + - {asymerror: {plus: 0.10089, minus: -0.07965}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.03894, minus: -0.03363}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.00708, minus: -0.01947}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00531, minus: -0.00531}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.01593, minus: -0.01416}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.05133, minus: -0.04779}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.02655, minus: -0.00708}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.09558, minus: -0.09912}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.00354, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.03894, minus: -0.07788}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.01239, minus: -0.01239}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.08319, minus: -0.05841}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.01593, minus: -0.01416}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.01593, minus: -0.00708}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.03717, minus: -0.04602}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.12567, minus: -0.1239}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.00885, minus: -0.01416}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.00531, minus: -0.00177}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.01416, minus: -0.00708}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00531, minus: -0.03186}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.01239, minus: -0.01239}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.00177, label: sysUnfolding} + - {symerror: 0.00177, label: sysModel} + - {symerror: 0.3363, label: sysLumi} + - value: 8.2 + errors: + - {symerror: 0.035, label: stat} + - {symerror: 0.02542, label: sysAdmixture} + - {asymerror: {plus: 0.10168, minus: -0.10086}, label: 'sysBackground'} + - {asymerror: {plus: 0.01968, minus: -0.0205}, label: 'sysPhotonID'} + - {symerror: 0.00984, label: sysPhotonIsolation} + - {asymerror: {plus: 0.04018, minus: -0.03034}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.01476, minus: -0.01312}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.00164, minus: -0.00902}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00656, minus: -0.00574}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.01886, minus: -0.01886}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.02624, minus: -0.02952}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.0205, minus: -0.01722}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.04592, minus: -0.05002}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.00574, minus: -0.00738}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0369, minus: -0.04264}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.01804, minus: -0.01968}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.04592, minus: -0.03526}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0205, minus: -0.01558}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.0123, minus: -0.01148}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.04264, minus: -0.05002}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0328, minus: -0.03608}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.02296, minus: -0.01886}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.01312, minus: -0.01066}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.00492, minus: -0.00492}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0082, minus: -0.00656}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.00902, minus: -0.00738}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0.00082, label: sysModel} + - {symerror: 0.1558, label: sysLumi} + - value: 3.24 + errors: + - {symerror: 0.0109, label: stat} + - {symerror: 0.00324, label: sysAdmixture} + - {asymerror: {plus: 0.028836, minus: -0.028836}, label: 'sysBackground'} + - {asymerror: {plus: 0.005832, minus: -0.006156}, label: 'sysPhotonID'} + - {symerror: 0.00486, label: sysPhotonIsolation} + - {asymerror: {plus: 0.013284, minus: -0.009396}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.004536, minus: -0.004212}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.001296, minus: -0.003888}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.000324, minus: -0.002268}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0081, minus: -0.006804}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.011664, minus: -0.015552}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.00648, minus: -0.005832}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.02106, minus: -0.021708}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.000972, minus: -0.001944}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.017172, minus: -0.018144}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.00648, minus: -0.00486}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.021384, minus: -0.017496}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.006156, minus: -0.0081}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.005508, minus: -0.006156}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.02754, minus: -0.026892}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.01458, minus: -0.016524}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.007776, minus: -0.007128}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.00162, minus: -0.002916}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.002592, minus: -0.001296}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.004536, minus: -0.00972}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.001296, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.06156, label: sysLumi} + - value: 1.39 + errors: + - {symerror: 0.00342, label: stat} + - {symerror: 0.000417, label: sysAdmixture} + - {asymerror: {plus: 0.009035, minus: -0.009035}, label: 'sysBackground'} + - {asymerror: {plus: 0.00278, minus: -0.002502}, label: 'sysPhotonID'} + - {symerror: 0.001529, label: sysPhotonIsolation} + - {asymerror: {plus: 0.00417, minus: -0.003058}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.001529, minus: -0.00139}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.000695, minus: -0.001807}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.001112, minus: -0.000973}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.003753, minus: -0.002919}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.005699, minus: -0.007506}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.00278, minus: -0.002363}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.010564, minus: -0.010842}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.001112, minus: -0.000695}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.008062, minus: -0.008618}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.002919, minus: -0.002641}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.008062, minus: -0.006811}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.003475, minus: -0.002919}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.00278, minus: -0.00278}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.014734, minus: -0.015846}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.007506, minus: -0.006533}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.003336, minus: -0.002919}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.00139, minus: -0.001112}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.000695, minus: -0.001112}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.000417, minus: -0.001946}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.000695, minus: -0.000556}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.000139, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.02641, label: sysLumi} + - value: 0.616 + errors: + - {symerror: 0.00225, label: stat} + - {symerror: 6.16e-05, label: sysAdmixture} + - {asymerror: {plus: 0.0029568, minus: -0.0029568}, label: 'sysBackground'} + - {asymerror: {plus: 0.0014168, minus: -0.0014784}, label: 'sysPhotonID'} + - {symerror: 0.0008008, label: sysPhotonIsolation} + - {asymerror: {plus: 0.00154, minus: -0.0012936}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.0004928, minus: -0.0004928}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0005544, minus: -0.000616}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0001848, minus: -0.0002464}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.00154, minus: -0.0007392}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0030184, minus: -0.002772}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.0011088, minus: -0.0004312}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0054208, minus: -0.0052976}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0001232, minus: -6.16e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0030184, minus: -0.004312}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0004928, minus: -0.00154}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0037576, minus: -0.0038808}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0012936, minus: -0.0005544}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.0011088, minus: -0.0005544}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0074536, minus: -0.0075768}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0038192, minus: -0.0035728}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0011704, minus: -0.0008624}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0003696, minus: -6.16e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0007392, minus: -0.0003696}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0002464, minus: -0.0008624}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0001848, minus: -0.0002464}, label: 'sysGESConvRadiusUncert'} + - {symerror: 6.16e-05, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.011704, label: sysLumi} + - value: 0.301 + errors: + - {symerror: 0.00154, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0.001204, minus: -0.0011739}, label: 'sysBackground'} + - {asymerror: {plus: 0.000602, minus: -0.0005719}, label: 'sysPhotonID'} + - {symerror: 0.0004515, label: sysPhotonIsolation} + - {asymerror: {plus: 0.0007224, minus: -0.0006622}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.0001806, minus: -0.0001806}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0003913, minus: -0.0006622}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 3.01e-05, minus: -0.0002408}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0001806, minus: -0.0010234}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0016856, minus: -0.0011739}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.0002408, minus: -0.0007224}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0032207, minus: -0.0020769}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 3.01e-05, minus: -0.0001806}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0022575, minus: -0.0015351}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0007525, minus: -0.0002107}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0017759, minus: -0.0016254}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0004816, minus: -0.0008729}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.0003913, minus: -0.0007224}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0038829, minus: -0.0044548}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0013846, minus: -0.0019565}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0005719, minus: -0.0007525}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0, minus: -0.0003913}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0001806, minus: -0.000301}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.000301, minus: -3.01e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0001505, minus: -9.03e-05}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.005719, label: sysLumi} + - value: 0.125 + errors: + - {symerror: 0.000529, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0.0003375, minus: -0.0003375}, label: 'sysBackground'} + - {asymerror: {plus: 0.00025, minus: -0.000225}, label: 'sysPhotonID'} + - {symerror: 0.0001, label: sysPhotonIsolation} + - {asymerror: {plus: 0.0003, minus: -0.0003}, label: 'sysBackgroundID'} + - {asymerror: {plus: 5e-05, minus: -5e-05}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0001625, minus: -0.0003625}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00015, minus: -0.0001125}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.00045, minus: -0.0002875}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0007875, minus: -0.0009125}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.0002875, minus: -0.00025}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00115, minus: -0.0010625}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0001375, minus: -8.75e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0008875, minus: -0.000875}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0003625, minus: -0.0004}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0007625, minus: -0.0007625}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0002375, minus: -0.0003125}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.000275, minus: -0.0002875}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00195, minus: -0.001875}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.000725, minus: -0.0005125}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0003125, minus: -0.0003375}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0001375, minus: -0.00015}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0001375, minus: -0.000125}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00025, minus: -2.5e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 3.75e-05, minus: -2.5e-05}, label: 'sysGESConvRadiusUncert'} + - {symerror: 1.25e-05, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.002375, label: sysLumi} + - value: 0.0431 + errors: + - {symerror: 0.000267, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 8.62e-05, minus: -8.62e-05}, label: 'sysBackground'} + - {asymerror: {plus: 0.00013361, minus: -0.00013361}, label: 'sysPhotonID'} + - {symerror: 4.31e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 7.758e-05, minus: -7.758e-05}, label: 'sysBackgroundID'} + - {asymerror: {plus: 8.62e-06, minus: -8.62e-06}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 6.896e-05, minus: -0.00015516}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 3.017e-05, minus: -3.017e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.00013792, minus: -0.00013361}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.00037928, minus: -0.00034049}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.00012068, minus: -9.482e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00037928, minus: -0.00042238}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 1.724e-05, minus: -3.017e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.00039221, minus: -0.00037497}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.00013792, minus: -0.00012499}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.00027584, minus: -0.00024998}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.00010775, minus: -0.00012499}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.00011206, minus: -9.913e-05}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00068529, minus: -0.00070684}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.00028877, minus: -0.00025429}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.00011206, minus: -0.00012499}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 4.741e-05, minus: -5.172e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 4.31e-05, minus: -2.155e-05}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 6.034e-05, minus: -5.603e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.0008189, label: sysLumi} + - value: 0.0166 + errors: + - {symerror: 0.000165, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 2.656e-05, minus: -2.656e-05}, label: 'sysBackground'} + - {asymerror: {plus: 5.146e-05, minus: -5.146e-05}, label: 'sysPhotonID'} + - {symerror: 4.482e-05, label: sysPhotonIsolation} + - {asymerror: {plus: 1.494e-05, minus: -1.494e-05}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0, minus: -1.66e-06}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 3.32e-05, minus: -3.818e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 4.98e-06, minus: -8.3e-06}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.158e-05, minus: -4.98e-05}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.00015438, minus: -0.00015438}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.826e-05, minus: -3.984e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00018924, minus: -0.00015936}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 1.328e-05, minus: -3.32e-06}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0001245, minus: -0.00015936}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 4.648e-05, minus: -4.316e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.00010458, minus: -0.00010956}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 4.482e-05, minus: -3.154e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 2.158e-05, minus: -3.32e-05}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00032868, minus: -0.00031872}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.00010292, minus: -0.00011786}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.822e-05, minus: -1.992e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 1.826e-05, minus: -1.66e-06}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 1.66e-06, minus: -2.49e-05}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 1.66e-06, minus: -5.312e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.0003154, label: sysLumi} + - value: 0.00756 + errors: + - {symerror: 0.000114, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 1.134e-05, minus: -1.134e-05}, label: 'sysBackground'} + - {asymerror: {plus: 2.3436e-05, minus: -2.3436e-05}, label: 'sysPhotonID'} + - {symerror: 6.048e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 3.024e-06, minus: -3.024e-06}, label: 'sysBackgroundID'} + - {asymerror: {plus: 7.56e-07, minus: -7.56e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.512e-05, minus: -1.9656e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 6.048e-06, minus: -6.804e-06}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.9656e-05, minus: -1.512e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 8.9208e-05, minus: -7.8624e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.512e-06, minus: -1.512e-06}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 8.0136e-05, minus: -7.938e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: -1.4364e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 8.9964e-05, minus: -7.8624e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 9.828e-06, minus: -2.4192e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 5.5944e-05, minus: -5.7456e-05}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 7.56e-07, minus: -4.536e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 2.268e-06, minus: -5.292e-06}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.000159516, minus: -0.000163296}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 4.0824e-05, minus: -5.292e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.0584e-05, minus: -9.072e-06}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 2.268e-06, minus: -9.072e-06}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 1.8144e-05, minus: -7.56e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 6.804e-06, minus: -3.402e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 2.268e-06, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.00014364, label: sysLumi} + - value: 0.00308 + errors: + - {symerror: 5.37e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 3.388e-06, minus: -3.388e-06}, label: 'sysBackground'} + - {asymerror: {plus: 9.548e-06, minus: -9.548e-06}, label: 'sysPhotonID'} + - {symerror: 1.54e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 6.16e-07, minus: -6.16e-07}, label: 'sysBackgroundID'} + - {asymerror: {plus: 3.08e-07, minus: -6.16e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 3.696e-06, minus: -8.932e-06}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 2.464e-06, minus: -6.16e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 8.316e-06, minus: -1.4476e-05}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 3.2956e-05, minus: -2.9568e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 7.7e-06, minus: -1.0472e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 4.4968e-05, minus: -3.8192e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 2.156e-06, minus: -6.16e-07}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 3.1108e-05, minus: -2.8952e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 1.6632e-05, minus: -1.0472e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.9712e-05, minus: -2.8028e-05}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 7.084e-06, minus: -1.232e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 4.928e-06, minus: -1.0472e-05}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 6.8376e-05, minus: -6.8992e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.9404e-05, minus: -2.0636e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.1088e-05, minus: -1.4476e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 4.928e-06, minus: -3.696e-06}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 2.772e-06, minus: -7.392e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 5.236e-06, minus: -2.156e-06}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 9.24e-07, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 5.852e-05, label: sysLumi} + - value: 0.00116 + errors: + - {symerror: 2.97e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 4.64e-07, minus: -4.64e-07}, label: 'sysBackground'} + - {asymerror: {plus: 3.712e-06, minus: -3.596e-06}, label: 'sysPhotonID'} + - {symerror: 5.8e-07, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 2.32e-07, minus: -3.48e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.856e-06, minus: -2.436e-06}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 1.392e-06, minus: -6.96e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 3.016e-06, minus: -2.784e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.4848e-05, minus: -1.6936e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 2.204e-06, minus: -2.9e-06}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 1.5544e-05, minus: -1.7284e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 1.276e-06, minus: -4.64e-07}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 1.3572e-05, minus: -1.2644e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 6.844e-06, minus: -4.756e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 8.932e-06, minus: -8.004e-06}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 3.48e-06, minus: -3.132e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 2.784e-06, minus: -2.9e-06}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 2.6448e-05, minus: -2.6912e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 6.844e-06, minus: -7.54e-06}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.552e-06, minus: -3.596e-06}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 1.392e-06, minus: -4.64e-07}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 1.624e-06, minus: -1.16e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 1.276e-06, minus: -8.12e-07}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 2.204e-05, label: sysLumi} + - value: 0.000382 + errors: + - {symerror: 1.53e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 1.528e-07, minus: -1.528e-07}, label: 'sysBackground'} + - {asymerror: {plus: 8.0984e-06, minus: -8.0984e-06}, label: 'sysPhotonID'} + - {symerror: 7.64e-08, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 1.146e-07, minus: -1.528e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.0314e-06, minus: -5.73e-07}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 1.91e-07, minus: -3.438e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.4516e-06, minus: -1.2988e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 4.6604e-06, minus: -5.3862e-06}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 8.786e-07, minus: -8.022e-07}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 5.2716e-06, minus: -5.8828e-06}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 1.91e-07, minus: -2.674e-07}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 4.5458e-06, minus: -4.7368e-06}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 1.91e-06, minus: -2.3684e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 3.247e-06, minus: -3.2088e-06}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 1.2988e-06, minus: -1.337e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 1.0696e-06, minus: -8.404e-07}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 9.3208e-06, minus: -9.7792e-06}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 2.5212e-06, minus: -3.247e-06}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.5662e-06, minus: -1.2988e-06}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 4.202e-07, minus: -4.966e-07}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 2.292e-07, minus: -4.584e-07}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 1.7572e-06, minus: -5.348e-07}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 7.64e-08, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 7.258e-06, label: sysLumi} + - value: 0.000124 + errors: + - {symerror: 8.63e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 4.96e-08, minus: -4.96e-08}, label: 'sysBackground'} + - {asymerror: {plus: 2.6288e-06, minus: -2.6288e-06}, label: 'sysPhotonID'} + - {symerror: 6.2e-08, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0, minus: -3.72e-08}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 4.216e-07, minus: -2.604e-07}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 6.2e-08, minus: -9.92e-08}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 5.456e-07, minus: -3.72e-07}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.6244e-06, minus: -1.8228e-06}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 4.836e-07, minus: -3.72e-07}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 1.6988e-06, minus: -2.1452e-06}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 7.44e-08, minus: -1.736e-07}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 1.5128e-06, minus: -1.6492e-06}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 5.828e-07, minus: -1.0044e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.2772e-06, minus: -9.92e-07}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 4.588e-07, minus: -3.1e-07}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 4.712e-07, minus: -3.72e-07}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 3.3232e-06, minus: -3.3728e-06}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 6.82e-07, minus: -1.0912e-06}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 5.58e-07, minus: -4.464e-07}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 2.108e-07, minus: -1.984e-07}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 2.232e-07, minus: -8.68e-08}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 1.86e-07, minus: -1.24e-07}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 6.2e-08, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 2.356e-06, label: sysLumi} + - value: 2.96e-05 + errors: + - {symerror: 3.53e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 1.184e-08, minus: -1.184e-08}, label: 'sysBackground'} + - {asymerror: {plus: 6.2752e-07, minus: -6.2752e-07}, label: 'sysPhotonID'} + - {symerror: 3.256e-08, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.0656e-07, minus: -9.176e-08}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 4.144e-08, minus: -2.368e-08}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.184e-07, minus: -9.472e-08}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 5.0024e-07, minus: -4.9728e-07}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 8.288e-08, minus: -7.104e-08}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 4.736e-07, minus: -5.476e-07}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 2.96e-08, minus: -1.48e-08}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 4.3216e-07, minus: -4.6176e-07}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 1.48e-07, minus: -2.1016e-07}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 2.9008e-07, minus: -2.368e-07}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 1.4504e-07, minus: -7.4e-08}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 1.0064e-07, minus: -7.992e-08}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 8.3176e-07, minus: -8.4656e-07}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 2.1904e-07, minus: -2.368e-07}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.3616e-07, minus: -8.88e-08}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 4.44e-08, minus: -4.44e-08}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 3.552e-08, minus: -3.552e-08}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 3.848e-08, minus: -1.2432e-07}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 5.92e-09, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 5.624e-07, label: sysLumi} + - value: 7.23e-06 + errors: + - {symerror: 1.78e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackground'} + - {asymerror: {plus: 1.53276e-07, minus: -1.53276e-07}, label: 'sysPhotonID'} + - {symerror: 7.23e-09, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 3.0366e-08, minus: -4.5549e-08}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 7.23e-10, minus: -5.061e-09}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.0244e-08, minus: -2.892e-08}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.27971e-07, minus: -1.50384e-07}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.9521e-08, minus: -2.0244e-08}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 1.35201e-07, minus: -1.03389e-07}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 3.615e-09, minus: -8.676e-09}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 1.41708e-07, minus: -1.12788e-07}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 7.6638e-08, minus: -4.2657e-08}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 6.6516e-08, minus: -9.2544e-08}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 2.169e-08, minus: -3.9765e-08}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 1.8798e-08, minus: -2.5305e-08}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 2.37867e-07, minus: -2.3136e-07}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 6.2178e-08, minus: -7.5192e-08}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.4582e-08, minus: -3.3981e-08}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 9.399e-09, minus: -7.953e-09}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 5.784e-09, minus: -1.8798e-08}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 2.9643e-08, minus: -2.892e-09}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 1.3737e-07, label: sysLumi} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_3.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_3.yaml new file mode 100644 index 0000000000..9643ec061b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_3.yaml @@ -0,0 +1,620 @@ +independent_variables: + - header: {name: 'E_T(Gamma) range [GeV]'} + values: + - {low: 25, high: 35} + - {low: 35, high: 45} + - {low: 45, high: 55} + - {low: 55, high: 65} + - {low: 65, high: 75} + - {low: 75, high: 85} + - {low: 85, high: 105} + - {low: 105, high: 125} + - {low: 125, high: 150} + - {low: 150, high: 175} + - {low: 175, high: 200} + - {low: 200, high: 250} + - {low: 250, high: 300} + - {low: 300, high: 350} + - {low: 350, high: 400} + - {low: 400, high: 470} + - {low: 470, high: 550} + - {low: 550, high: 650} +dependent_variables: + - header: {name: Cross_Section_Gamma, units: pb/GeV} + qualifiers: + - {name: '', value: ''} + values: + - value: 442 + errors: + - {symerror: 1.69, label: stat} + - {symerror: 25.857, label: sysAdmixture} + - {asymerror: {plus: 43.5812, minus: -41.769}, label: 'sysBackground'} + - {asymerror: {plus: 10.6964, minus: -10.2102}, label: 'sysPhotonID'} + - {symerror: 1.9448, label: sysPhotonIsolation} + - {asymerror: {plus: 13.702, minus: -16.9286}, label: 'sysBackgroundID'} + - {asymerror: {plus: 4.5526, minus: -0.221}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.9282, minus: -1.2818}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.5746, minus: -0.3536}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.4752, minus: -2.6078}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.1326, minus: -0.1326}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.2652, minus: -0.3094}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 5.304, minus: -5.3482}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: -0.0884}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.7514, minus: -0.7072}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0442, minus: 0}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.2818, minus: -0.7956}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 5.9228, minus: -5.7018}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.1326, minus: -0.1768}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 1.989, minus: -1.8122}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.0608, minus: -1.105}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.6188, minus: -0.442}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 1.105, minus: -0.8398}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.3094, minus: -0.0442}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.663, minus: -0.5304}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.9282, minus: -0.9724}, label: 'sysGESConvRadiusUncert'} + - {symerror: 1.6796, label: sysUnfolding} + - {symerror: 7.4256, label: sysModel} + - {symerror: 8.398, label: sysLumi} + - value: 134 + errors: + - {symerror: 0.955, label: stat} + - {symerror: 5.1858, label: sysAdmixture} + - {asymerror: {plus: 7.5174, minus: -7.2762}, label: 'sysBackground'} + - {asymerror: {plus: 1.9296, minus: -1.876}, label: 'sysPhotonID'} + - {symerror: 0.536, label: sysPhotonIsolation} + - {asymerror: {plus: 4.0736, minus: -4.7972}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.335, minus: -0.335}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.134, minus: -0.2948}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.1474, minus: -0.0804}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.9246, minus: -0.7504}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.1474, minus: -0.0402}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: -0.0536}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 1.6214, minus: -1.9162}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.4824, minus: -0.7102}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0402, minus: -0.0402}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.402, minus: -0.2814}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 1.9296, minus: -1.7554}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.0134, minus: -0.0402}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.0134, minus: -0.0134}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.7638, minus: -0.67}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.3082, minus: -0.2278}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.1474, minus: -0.0268}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.3216, minus: -0.0536}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.134, minus: -0.1742}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0804, minus: -0.2948}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.3618, minus: -0.3484}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.2412, label: sysUnfolding} + - {symerror: 2.2512, label: sysModel} + - {symerror: 2.546, label: sysLumi} + - value: 48.2 + errors: + - {symerror: 0.54, label: stat} + - {symerror: 0.8917, label: sysAdmixture} + - {asymerror: {plus: 1.80268, minus: -1.7593}, label: 'sysBackground'} + - {asymerror: {plus: 0.48682, minus: -0.47718}, label: 'sysPhotonID'} + - {symerror: 0.13014, label: sysPhotonIsolation} + - {asymerror: {plus: 1.3496, minus: -1.28694}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.1446, minus: -0.11568}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.10604, minus: -0.13978}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.05302, minus: -0.06748}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.26992, minus: -0.30366}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.07712, minus: -0.03856}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.01928, minus: -0.02892}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.74228, minus: -0.67962}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.28438, minus: -0.17352}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.00482, minus: -0.00964}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.12532, minus: -0.13496}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.78084, minus: -0.88688}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.02892, minus: -0.05302}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.14942, minus: -0.06748}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.06748, minus: -0.15424}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0482, minus: -0.07712}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.07712, minus: -0.13978}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.05784, minus: -0.0241}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0241, minus: -0.04338}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.13978, minus: -0.05302}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.05302, label: sysUnfolding} + - {symerror: 0.7953, label: sysModel} + - {symerror: 0.9158, label: sysLumi} + - value: 21.5 + errors: + - {symerror: 0.223, label: stat} + - {symerror: 0.16555, label: sysAdmixture} + - {asymerror: {plus: 0.51385, minus: -0.50525}, label: 'sysBackground'} + - {asymerror: {plus: 0.1419, minus: -0.13975}, label: 'sysPhotonID'} + - {symerror: 0.0731, label: sysPhotonIsolation} + - {asymerror: {plus: 0.516, minus: -0.36335}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.0602, minus: -0.0645}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.043, minus: -0.0731}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0516, minus: -0.0215}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.1462, minus: -0.1548}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0172, minus: -0.0172}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.01935, minus: -0.03225}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.34185, minus: -0.3225}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.00215, minus: -0.00215}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.13115, minus: -0.1419}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0043, minus: -0.0172}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0731, minus: -0.1505}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.33325, minus: -0.3225}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.0215, minus: -0.03655}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.28165, minus: -0.26445}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0774, minus: -0.09245}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0129, minus: -0.0344}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.04945, minus: -0.0344}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.05805, minus: -0.0215}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.02795, minus: -0.03655}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0602, minus: -0.1118}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.01075, label: sysUnfolding} + - {symerror: 0.3182, label: sysModel} + - {symerror: 0.4085, label: sysLumi} + - value: 10.7 + errors: + - {symerror: 0.0795, label: stat} + - {symerror: 0.03531, label: sysAdmixture} + - {asymerror: {plus: 0.21293, minus: -0.21079}, label: 'sysBackground'} + - {asymerror: {plus: 0.06099, minus: -0.05992}, label: 'sysPhotonID'} + - {symerror: 0.01712, label: sysPhotonIsolation} + - {asymerror: {plus: 0.20865, minus: -0.11556}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.02675, minus: -0.03103}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.01819, minus: -0.03959}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00749, minus: -0.00856}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0428, minus: -0.06099}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.02675, minus: -0.02461}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: -0.00214}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.21079, minus: -0.20544}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: -0.00428}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.06741, minus: -0.06099}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.00642, minus: -0.00428}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.02461, minus: -0.01926}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.19688, minus: -0.17869}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.00321, minus: -0.00856}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.00107, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.16157, minus: -0.18618}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.01177, minus: -0.03959}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.00749, minus: -0.00749}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.01712, minus: -0.01819}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.00107, minus: -0.00214}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.01284, minus: -0.01391}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.00749, minus: -0.01177}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.00321, label: sysUnfolding} + - {symerror: 0.12305, label: sysModel} + - {symerror: 0.2033, label: sysLumi} + - value: 5.77 + errors: + - {symerror: 0.0596, label: stat} + - {symerror: 0.008655, label: sysAdmixture} + - {asymerror: {plus: 0.090012, minus: -0.089435}, label: 'sysBackground'} + - {asymerror: {plus: 0.035197, minus: -0.035197}, label: 'sysPhotonID'} + - {symerror: 0.020195, label: sysPhotonIsolation} + - {asymerror: {plus: 0.089435, minus: -0.044429}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.012694, minus: -0.015579}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.009232, minus: -0.022503}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.000577, minus: -0.012117}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.033466, minus: -0.030581}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.016733, minus: -0.006924}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.009809, minus: -0.001731}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.096359, minus: -0.114823}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.003462, minus: -0.001154}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.04616, minus: -0.031735}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.009809, minus: 0}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.010963, minus: -0.017887}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.08655, minus: -0.089435}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.003462, minus: -0.004039}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.001154, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.15002, minus: -0.144827}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.030004, minus: -0.009232}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.001731, minus: -0.009809}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.001731, minus: -0.010963}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.008078, minus: -0.004616}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.006347, minus: -0.020195}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.00577, minus: -0.014425}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.001154, label: sysUnfolding} + - {symerror: 0.046737, label: sysModel} + - {symerror: 0.10963, label: sysLumi} + - value: 2.69 + errors: + - {symerror: 0.0242, label: stat} + - {symerror: 0.001345, label: sysAdmixture} + - {asymerror: {plus: 0.030128, minus: -0.029859}, label: 'sysBackground'} + - {asymerror: {plus: 0.017216, minus: -0.016947}, label: 'sysPhotonID'} + - {symerror: 0.006187, label: sysPhotonIsolation} + - {asymerror: {plus: 0.030128, minus: -0.015333}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.004842, minus: -0.005649}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.004573, minus: -0.008339}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.002959, minus: -0.003228}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.017216, minus: -0.01614}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.001614, minus: -0.006725}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.000538, minus: -0.001345}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.058642, minus: -0.054069}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.000538, minus: -0.000538}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.018023, minus: -0.019368}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.001883, minus: -0.002152}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.006994, minus: -0.004035}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.041964, minus: -0.047344}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: -0.000538}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.086618, minus: -0.089308}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.01076, minus: -0.007263}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.004035, minus: 0}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.006725, minus: -0.004035}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.002152, minus: -0.000807}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.001076, minus: -0.008877}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.003766, minus: -0.00269}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.000269, label: sysUnfolding} + - {symerror: 0.011029, label: sysModel} + - {symerror: 0.05111, label: sysLumi} + - value: 1.02 + errors: + - {symerror: 0.0092, label: stat} + - {symerror: 0.000204, label: sysAdmixture} + - {asymerror: {plus: 0.008466, minus: -0.008364}, label: 'sysBackground'} + - {asymerror: {plus: 0.003672, minus: -0.003672}, label: 'sysPhotonID'} + - {symerror: 0.00204, label: sysPhotonIsolation} + - {asymerror: {plus: 0.00867, minus: -0.004386}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.001224, minus: -0.001326}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.001836, minus: -0.003162}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00102, minus: -0.003774}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.005406, minus: -0.006426}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.003978, minus: -0.002142}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.00051, minus: -0.000102}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.025398, minus: -0.020196}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: -0.000102}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.008976, minus: -0.011526}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.00204, minus: -0.000306}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.00255, minus: -0.004488}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.014076, minus: -0.023256}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.000102, minus: -0.000204}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.042534, minus: -0.04131}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.001428, minus: -0.003672}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.00102, minus: -0.001326}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.001428, minus: -0.00255}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.001122, minus: -0.001632}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.001632, minus: -0.00255}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.00255, minus: -0.001734}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.000102, label: sysUnfolding} + - {symerror: 0.00153, label: sysModel} + - {symerror: 0.01938, label: sysLumi} + - value: 0.438 + errors: + - {symerror: 0.00215, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0.0027594, minus: -0.0027594}, label: 'sysBackground'} + - {asymerror: {plus: 0.0014892, minus: -0.0014454}, label: 'sysPhotonID'} + - {symerror: 0.0011388, label: sysPhotonIsolation} + - {asymerror: {plus: 0.0032412, minus: -0.0013578}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.0003504, minus: -0.0002628}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.000657, minus: -0.0007446}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0006132, minus: -0.0004818}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0038106, minus: -0.0033288}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0016644, minus: -0.0017082}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.0003066, minus: -0.000219}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0102054, minus: -0.0109938}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 8.76e-05, minus: -8.76e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0047304, minus: -0.0051246}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0004818, minus: -0.0005256}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0018834, minus: -0.00219}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0090666, minus: -0.0084096}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0.0001752, minus: -0.0001752}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0209364, minus: -0.0214182}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.002409, minus: -0.0020148}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.000438, minus: -0.0005694}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0010074, minus: -0.0009636}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0006132, minus: -0.0007008}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.000876, minus: -0.001095}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0001752, minus: -0.000219}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0.000219, label: sysModel} + - {symerror: 0.008322, label: sysLumi} + - value: 0.189 + errors: + - {symerror: 0.0014, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0.0008505, minus: -0.0008316}, label: 'sysBackground'} + - {asymerror: {plus: 0.000567, minus: -0.000567}, label: 'sysPhotonID'} + - {symerror: 0.0006804, label: sysPhotonIsolation} + - {asymerror: {plus: 0.0012852, minus: -0.0004536}, label: 'sysBackgroundID'} + - {asymerror: {plus: 7.56e-05, minus: -7.56e-05}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0002457, minus: -0.0004725}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0002646, minus: -0.0001701}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0001701, minus: -0.0008694}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0006993, minus: -0.0001323}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.89e-05, minus: -5.67e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0045927, minus: -0.0041202}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 3.78e-05, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0017577, minus: -0.0016254}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0001701, minus: -0.0001512}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0001701, minus: -0.0004347}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0017766, minus: -0.0034965}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 7.56e-05, minus: -0.0001323}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0116235, minus: -0.0114912}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0001512, minus: -0.0001323}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0001701, minus: -0.0002079}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0001701, minus: -0.0003024}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0001323, minus: -0.0002646}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0006615, minus: -0.0005859}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0002835, minus: -0.0003213}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 1.89e-05, label: sysModel} + - {symerror: 0.003591, label: sysLumi} + - value: 0.0898 + errors: + - {symerror: 0.000957, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0.0003592, minus: -0.0003592}, label: 'sysBackground'} + - {asymerror: {plus: 0.00037716, minus: -0.00036818}, label: 'sysPhotonID'} + - {symerror: 0.00039512, label: sysPhotonIsolation} + - {asymerror: {plus: 0.00057472, minus: -0.00018858}, label: 'sysBackgroundID'} + - {asymerror: {plus: 6.286e-05, minus: -6.286e-05}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 9.878e-05, minus: -0.00027838}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 8.98e-06, minus: -1.796e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.00045798, minus: -0.00073636}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0001347, minus: -0.00045798}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 5.388e-05, minus: -9.878e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0022899, minus: -0.00241562}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.00086208, minus: -0.00084412}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 6.286e-05, minus: -4.49e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.00028736, minus: -0.00014368}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.00144578, minus: -0.00173314}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 4.49e-05, minus: -8.98e-06}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00614232, minus: -0.00598966}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.00029634, minus: -0.00046696}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.00017062, minus: -8.98e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0002245, minus: -0.00014368}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 5.388e-05, minus: -9.878e-05}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 9.878e-05, minus: -0.00037716}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 3.592e-05, minus: -8.082e-05}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 8.98e-06, label: sysModel} + - {symerror: 0.0017062, label: sysLumi} + - value: 0.0348 + errors: + - {symerror: 0.000296, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0.00011136, minus: -0.00011136}, label: 'sysBackground'} + - {asymerror: {plus: 0.00014616, minus: -0.00014616}, label: 'sysPhotonID'} + - {symerror: 8.7e-05, label: sysPhotonIsolation} + - {asymerror: {plus: 0.00021228, minus: -5.568e-05}, label: 'sysBackgroundID'} + - {asymerror: {plus: 5.22e-05, minus: -1.392e-05}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 5.916e-05, minus: -0.00018792}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 3.48e-05, minus: -6.96e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0003132, minus: -0.00035496}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.00024708, minus: -0.00016704}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 3.48e-06, minus: -2.088e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00091524, minus: -0.00096396}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: -3.48e-06}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.00050808, minus: -0.00056028}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 8.004e-05, minus: -3.48e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 6.96e-05, minus: -0.00011484}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.00072384, minus: -0.00080388}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 6.96e-06, minus: -1.392e-05}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00259608, minus: -0.00257868}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.00014964, minus: -0.00016356}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0, minus: -3.48e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 5.22e-05, minus: -7.308e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 4.872e-05, minus: -9.744e-05}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00011832, minus: -0.00010092}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 5.568e-05, minus: -4.176e-05}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.0006612, label: sysLumi} + - value: 0.0109 + errors: + - {symerror: 0.000142, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 2.398e-05, minus: -2.398e-05}, label: 'sysBackground'} + - {asymerror: {plus: 6.431e-05, minus: -6.322e-05}, label: 'sysPhotonID'} + - {symerror: 2.834e-05, label: sysPhotonIsolation} + - {asymerror: {plus: 6.431e-05, minus: -7.63e-06}, label: 'sysBackgroundID'} + - {asymerror: {plus: 2.398e-05, minus: -7.63e-06}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 2.507e-05, minus: -6.976e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 2.725e-05, minus: -1.308e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 8.502e-05, minus: -8.284e-05}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 3.706e-05, minus: -6.758e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.308e-05, minus: -2.289e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00036842, minus: -0.00032591}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 3.27e-06, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.00018203, minus: -0.00021255}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 1.744e-05, minus: -1.853e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.199e-05, minus: -2.289e-05}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0002507, minus: -0.00027795}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 6.54e-06, minus: -1.417e-05}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00088835, minus: -0.00091233}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 2.18e-05, minus: -4.142e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.398e-05, minus: -1.853e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 3.488e-05, minus: -1.308e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 1.09e-05, minus: -6.54e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 1.308e-05, minus: -4.796e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.0002071, label: sysLumi} + - value: 0.00376 + errors: + - {symerror: 8.34e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 6.768e-06, minus: -6.768e-06}, label: 'sysBackground'} + - {asymerror: {plus: 2.1808e-05, minus: -2.1432e-05}, label: 'sysPhotonID'} + - {symerror: 1.88e-05, label: sysPhotonIsolation} + - {asymerror: {plus: 2.0304e-05, minus: -7.52e-07}, label: 'sysBackgroundID'} + - {asymerror: {plus: 1.0152e-05, minus: -3.76e-06}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 2.82e-05, minus: -2.82e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 4.136e-06, minus: 0}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.7448e-05, minus: -2.1432e-05}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 6.392e-06, minus: -1.3536e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 3.384e-06, minus: -3.76e-07}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00015604, minus: -0.000188}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 3.384e-06, minus: -3.008e-06}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 3.9856e-05, minus: -0.00010904}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 3.76e-07, minus: -5.64e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 2.0304e-05, minus: -3.76e-06}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 8.836e-05, minus: -8.836e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 3.384e-06, minus: -3.76e-07}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.000336896, minus: -0.000338024}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.3912e-05, minus: -1.504e-06}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 9.776e-06, minus: -3.76e-07}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 1.2032e-05, minus: -5.64e-06}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 3.76e-06, minus: -6.392e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 3.384e-06, minus: -1.88e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 7.144e-05, label: sysLumi} + - value: 0.00152 + errors: + - {symerror: 5.36e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 1.672e-06, minus: -1.672e-06}, label: 'sysBackground'} + - {asymerror: {plus: 8.816e-06, minus: -8.816e-06}, label: 'sysPhotonID'} + - {symerror: 4.256e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 6.384e-06, minus: -1.52e-07}, label: 'sysBackgroundID'} + - {asymerror: {plus: 4.864e-06, minus: -1.824e-06}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.3984e-05, minus: -1.3376e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 1.0032e-05, minus: -3.192e-06}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.6752e-05, minus: -2.2192e-05}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.2616e-05, minus: -2.0672e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.52e-07, minus: -3.648e-06}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 6.2928e-05, minus: -7.1288e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 3.2376e-05, minus: -4.1496e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 2.888e-06, minus: -9.424e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.672e-05, minus: -8.36e-06}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 4.4688e-05, minus: -4.4384e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: -3.8e-06}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.000149112, minus: -0.000152152}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.444e-05, minus: -1.9456e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.888e-06, minus: -2.888e-06}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 5.928e-06, minus: -1.8696e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 3.496e-06, minus: -6.84e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 9.12e-07, minus: -1.6872e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 2.888e-05, label: sysLumi} + - value: 0.000511 + errors: + - {symerror: 2.19e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 4.599e-07, minus: -4.599e-07}, label: 'sysBackground'} + - {asymerror: {plus: 2.9638e-06, minus: -2.9127e-06}, label: 'sysPhotonID'} + - {symerror: 3.3726e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 1.2775e-06, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 8.176e-07, minus: -7.154e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 4.4457e-06, minus: -4.0369e-06}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0, minus: -1.533e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.00667e-05, minus: -1.9929e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.1753e-06, minus: -7.8183e-06}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.022e-07, minus: -2.044e-07}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 2.27906e-05, minus: -2.00312e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: -1.022e-07}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 1.04244e-05, minus: -1.13442e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 4.088e-07, minus: -2.5039e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 2.9127e-06, minus: -1.533e-07}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 2.17175e-05, minus: -1.36437e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: -1.022e-07}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 5.1611e-05, minus: -6.21376e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 3.7303e-06, minus: -2.6572e-06}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.4017e-06, minus: -1.022e-07}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 1.9418e-06, minus: 0}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 6.132e-07, minus: -1.022e-07}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 2.555e-07, minus: -3.1682e-06}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 9.709e-06, label: sysLumi} + - value: 0.000127 + errors: + - {symerror: 9.63e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 1.143e-07, minus: -1.143e-07}, label: 'sysBackground'} + - {asymerror: {plus: 7.366e-07, minus: -7.366e-07}, label: 'sysPhotonID'} + - {symerror: 4.318e-07, label: sysPhotonIsolation} + - {asymerror: {plus: 1.397e-07, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 8.636e-07, minus: -1.1176e-06}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 2.413e-07, minus: -1.905e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.778e-06, minus: -1.9812e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.8415e-06, minus: -1.2573e-06}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 7.62e-08, minus: -1.651e-07}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 6.8072e-06, minus: -6.2357e-06}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: -7.62e-08}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 3.2131e-06, minus: -3.4036e-06}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 4.064e-07, minus: -3.048e-07}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 7.239e-07, minus: -9.271e-07}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 2.5527e-06, minus: -4.4704e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: -7.62e-08}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 1.52019e-05, minus: -1.77546e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 8.128e-07, minus: -7.747e-07}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.921e-07, minus: -3.556e-07}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 6.858e-07, minus: -3.81e-07}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 6.35e-08, minus: -2.413e-07}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 3.937e-07, minus: -6.858e-07}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 2.413e-06, label: sysLumi} + - value: 2.71e-05 + errors: + - {symerror: 4.01e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackground'} + - {asymerror: {plus: 8.2926e-07, minus: -8.2926e-07}, label: 'sysPhotonID'} + - {symerror: 1.5447e-07, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 3.0352e-07, minus: -3.5772e-07}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 1.4634e-07, minus: -9.214e-08}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 4.5799e-07, minus: -4.6612e-07}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 3.794e-07, minus: -4.6341e-07}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: -1.0298e-07}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 1.63684e-06, minus: -1.69917e-06}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 8.9701e-07, minus: -9.7289e-07}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 1.2737e-07, minus: -2.439e-07}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 7.859e-08, minus: -1.0569e-07}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 7.2899e-07, minus: -1.13007e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 2.71e-09, minus: -4.878e-08}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 4.01893e-06, minus: -4.28451e-06}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 6.775e-08, minus: -2.71e-07}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.5176e-07, minus: -2.71e-09}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 1.9783e-07, minus: -1.1111e-07}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 8.943e-08, minus: -9.485e-08}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 4.878e-08, minus: -6.5582e-07}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 5.149e-07, label: sysLumi} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_4.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_4.yaml new file mode 100644 index 0000000000..10fdd3a7cc --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/rawdata/HEPData-ins1457605-v1-Table_4.yaml @@ -0,0 +1,620 @@ +independent_variables: + - header: {name: 'E_T(Gamma) range [GeV]'} + values: + - {low: 25, high: 35} + - {low: 35, high: 45} + - {low: 45, high: 55} + - {low: 55, high: 65} + - {low: 65, high: 75} + - {low: 75, high: 85} + - {low: 85, high: 105} + - {low: 105, high: 125} + - {low: 125, high: 150} + - {low: 150, high: 175} + - {low: 175, high: 200} + - {low: 200, high: 250} + - {low: 250, high: 300} + - {low: 300, high: 350} + - {low: 350, high: 400} + - {low: 400, high: 470} + - {low: 470, high: 550} + - {low: 550, high: 650} +dependent_variables: + - header: {name: Cross_Section_Gamma, units: pb/GeV} + qualifiers: + - {name: '', value: ''} + values: + - value: 947 + errors: + - {symerror: 2.13, label: stat} + - {symerror: 67.3317, label: sysAdmixture} + - {asymerror: {plus: 74.813, minus: -71.3091}, label: 'sysBackground'} + - {asymerror: {plus: 16.9513, minus: -16.2884}, label: 'sysPhotonID'} + - {symerror: 3.9774, label: sysPhotonIsolation} + - {asymerror: {plus: 16.2884, minus: -18.2771}, label: 'sysBackgroundID'} + - {asymerror: {plus: 3.5986, minus: -3.5986}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.5682, minus: -0.8523}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.8523, minus: -0.5682}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.0834, minus: -0.947}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 1.5152, minus: -1.6099}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0947, minus: -0.0947}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 1.6099, minus: -1.2311}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.6629, minus: -0.3788}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0, minus: -0.0947}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.4735, minus: -0.947}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 2.5569, minus: -2.0834}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 1.3258, minus: -1.2311}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 6.4396, minus: -7.3866}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 6.7237, minus: -5.8714}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.894, minus: -0.947}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.3258, minus: -1.1364}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.4735, minus: -0.4735}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.4735, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0947, minus: -0.2841}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.4735, minus: -1.4205}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.8523, label: sysUnfolding} + - {symerror: 19.1294, label: sysModel} + - {symerror: 17.993, label: sysLumi} + - value: 284 + errors: + - {symerror: 1.18, label: stat} + - {symerror: 15.5632, label: sysAdmixture} + - {asymerror: {plus: 12.922, minus: -12.496}, label: 'sysBackground'} + - {asymerror: {plus: 3.2944, minus: -3.2092}, label: 'sysPhotonID'} + - {symerror: 1.1644, label: sysPhotonIsolation} + - {asymerror: {plus: 4.8564, minus: -5.4528}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.3976, minus: -0.9656}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.3976, minus: -0.3408}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.142, minus: -0.1136}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.2556, minus: -0.4828}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.5964, minus: -0.284}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0568, minus: -0.0568}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.2556, minus: -0.1988}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0284, minus: -0.0284}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0, minus: -0.0568}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.3976, minus: -0.1136}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.5964, minus: -0.5112}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.3124, minus: -0.142}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 2.0448, minus: -1.988}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 1.1644, minus: -1.2496}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.3692, minus: -1.0224}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.284, minus: -0.0852}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0284, minus: -0.0284}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0852, minus: -0.142}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.142, minus: -0.5396}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.9656, minus: -0.4544}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.2556, label: sysUnfolding} + - {symerror: 2.3856, label: sysModel} + - {symerror: 5.396, label: sysLumi} + - value: 104 + errors: + - {symerror: 0.676, label: stat} + - {symerror: 4.056, label: sysAdmixture} + - {asymerror: {plus: 3.3072, minus: -3.2136}, label: 'sysBackground'} + - {asymerror: {plus: 0.6136, minus: -0.6032}, label: 'sysPhotonID'} + - {symerror: 0.2184, label: sysPhotonIsolation} + - {asymerror: {plus: 1.664, minus: -1.8616}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.2392, minus: -0.312}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.104, minus: -0.2496}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0728, minus: -0.0208}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.208, minus: -0.1456}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.1976, minus: -0.4992}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.0416, minus: -0.0104}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.2184, minus: -0.0312}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0208, minus: -0.0104}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0104, minus: -0.0624}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0104, minus: -0.2704}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.312, minus: -0.0104}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.104, minus: -0.052}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.7904, minus: -0.8424}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.1352, minus: -0.0208}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.3432, minus: -0.0832}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.1248, minus: -0.0416}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0208, minus: 0}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0312, minus: -0.0624}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0624, minus: -0.0728}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0416, minus: -0.1768}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.052, label: sysUnfolding} + - {symerror: 0.3016, label: sysModel} + - {symerror: 1.976, label: sysLumi} + - value: 44.8 + errors: + - {symerror: 0.248, label: stat} + - {symerror: 1.22304, label: sysAdmixture} + - {asymerror: {plus: 1.06176, minus: -1.03936}, label: 'sysBackground'} + - {asymerror: {plus: 0.21056, minus: -0.21056}, label: 'sysPhotonID'} + - {symerror: 0.14336, label: sysPhotonIsolation} + - {asymerror: {plus: 0.59136, minus: -0.66752}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.112, minus: -0.11648}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.05376, minus: -0.17472}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.04928, minus: -0.06272}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.08512, minus: -0.04928}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.1568, minus: -0.1568}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00448, minus: 0}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.00896, minus: -0.18816}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0224, minus: -0.08512}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.00448, minus: -0.01344}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.1792, minus: -0.07616}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.12096, minus: -0.14336}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.03136, minus: -0.112}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.30912, minus: -0.30016}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.16128, minus: -0.03136}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.08064, minus: -0.13888}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.05376, minus: -0.06272}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0448, minus: -0.08512}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.00448, minus: -0.0448}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.01344, minus: -0.03136}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.05376, minus: -0.03136}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.01344, label: sysUnfolding} + - {symerror: 0.0448, label: sysModel} + - {symerror: 0.8512, label: sysLumi} + - value: 21.6 + errors: + - {symerror: 0.0974, label: stat} + - {symerror: 0.43416, label: sysAdmixture} + - {asymerror: {plus: 0.46008, minus: -0.45144}, label: 'sysBackground'} + - {asymerror: {plus: 0.09936, minus: -0.0972}, label: 'sysPhotonID'} + - {symerror: 0.03888, label: sysPhotonIsolation} + - {asymerror: {plus: 0.22248, minus: -0.25488}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.054, minus: -0.04968}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0324, minus: -0.08856}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0216, minus: -0.01728}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.03456, minus: -0.03024}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.11232, minus: -0.10152}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0.00216, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00432, minus: -0.00216}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.03024, minus: -0.02808}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.01296, minus: -0.01944}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.00216, minus: -0.00432}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.05184, minus: -0.04752}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.04752, minus: -0.04104}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.03672, minus: -0.03456}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.17496, minus: -0.19008}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.03672, minus: -0.02376}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.02808, minus: -0.05184}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0216, minus: -0.02376}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0108, minus: -0.01296}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.00864, minus: -0.00648}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00216, minus: -0.02376}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0108, minus: -0.02592}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.00648, label: sysUnfolding} + - {symerror: 0.00864, label: sysModel} + - {symerror: 0.4104, label: sysLumi} + - value: 11.8 + errors: + - {symerror: 0.076, label: stat} + - {symerror: 0.19116, label: sysAdmixture} + - {asymerror: {plus: 0.17464, minus: -0.17228}, label: 'sysBackground'} + - {asymerror: {plus: 0.08024, minus: -0.07906}, label: 'sysPhotonID'} + - {symerror: 0.0413, label: sysPhotonIsolation} + - {asymerror: {plus: 0.09794, minus: -0.11446}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.02714, minus: -0.0236}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.01416, minus: -0.0295}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00708, minus: -0.00708}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.01534, minus: -0.01888}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.06844, minus: -0.06018}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00708, minus: -0.0059}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.01298, minus: -0.01298}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: -0.00472}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0059, minus: -0.00236}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.04602, minus: -0.02478}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.03776, minus: -0.03776}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0, minus: -0.02832}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.0767, minus: -0.09322}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0472, minus: -0.03186}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.03658, minus: -0.03304}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.01652, minus: -0.0236}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0, minus: -0.00118}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.00708, minus: -0.00826}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00708, minus: -0.01416}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.01888, minus: -0.00354}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.00118, label: sysUnfolding} + - {symerror: 0.00236, label: sysModel} + - {symerror: 0.2242, label: sysLumi} + - value: 5.37 + errors: + - {symerror: 0.0324, label: stat} + - {symerror: 0.06981, label: sysAdmixture} + - {asymerror: {plus: 0.061218, minus: -0.060681}, label: 'sysBackground'} + - {asymerror: {plus: 0.047793, minus: -0.046719}, label: 'sysPhotonID'} + - {symerror: 0.007518, label: sysPhotonIsolation} + - {asymerror: {plus: 0.036516, minus: -0.04296}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.01074, minus: -0.009129}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.003759, minus: -0.002685}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.001611, minus: -0.002685}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.004833, minus: -0.004296}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.033831, minus: -0.038127}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0, minus: -0.001611}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.005907, minus: -0.003759}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.001611, minus: -0.001611}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0, minus: -0.002148}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.011277, minus: -0.014499}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.018795, minus: -0.009129}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.009666, minus: 0}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.051015, minus: -0.043497}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.012888, minus: -0.01611}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.015573, minus: -0.009129}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.004296, minus: -0.003759}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.001074, minus: -0.001074}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.000537, minus: -0.000537}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.002148, minus: -0.014499}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.004833, minus: -0.01074}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.000537, label: sysUnfolding} + - {symerror: 0.000537, label: sysModel} + - {symerror: 0.10203, label: sysLumi} + - value: 2.05 + errors: + - {symerror: 0.00936, label: stat} + - {symerror: 0.01886, label: sysAdmixture} + - {asymerror: {plus: 0.018655, minus: -0.01845}, label: 'sysBackground'} + - {asymerror: {plus: 0.00902, minus: -0.00902}, label: 'sysPhotonID'} + - {symerror: 0.00246, label: sysPhotonIsolation} + - {asymerror: {plus: 0.01353, minus: -0.015375}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.00328, minus: -0.002665}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.001435, minus: -0.00287}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.00205, minus: -0.003895}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.00574, minus: -0.004305}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.012915, minus: -0.012505}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.00041, minus: -0.000205}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.00246, minus: -0.003075}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.001025, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.000615, minus: 0}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.007585, minus: -0.010455}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.00492, minus: -0.005125}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.002255, minus: -0.00328}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.022345, minus: -0.017835}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00697, minus: -0.008405}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.005125, minus: -0.005535}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.002255, minus: -0.00164}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.00041, minus: -0.00041}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.002255, minus: -0.00164}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00123, minus: -0.00328}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.00123, minus: -0.00205}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0.00041, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.03895, label: sysLumi} + - value: 0.829 + errors: + - {symerror: 0.00269, label: stat} + - {symerror: 0.0038963, label: sysAdmixture} + - {asymerror: {plus: 0.0058859, minus: -0.005803}, label: 'sysBackground'} + - {asymerror: {plus: 0.0029844, minus: -0.0029844}, label: 'sysPhotonID'} + - {symerror: 0.0015751, label: sysPhotonIsolation} + - {asymerror: {plus: 0.005803, minus: -0.0062175}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.0009948, minus: -0.000829}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.000829, minus: -0.0014922}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0006632, minus: -0.0014093}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0012435, minus: -0.0013264}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0067149, minus: -0.0070465}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: -8.29e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0, minus: -8.29e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.0012435, minus: -0.000829}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0004145, minus: -0.0004145}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 8.29e-05, minus: -0.0001658}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0031502, minus: -0.0035647}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.002487, minus: -0.0024041}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0009119, minus: -0.0004974}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.0100309, minus: -0.0088703}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.003316, minus: -0.0038134}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0025699, minus: -0.0025699}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.001658, minus: -0.0009119}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0.0004974, minus: -8.29e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0003316, minus: -0.0005803}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.0001658, minus: -0.0006632}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0007461, minus: -0.0004145}, label: 'sysGESConvRadiusUncert'} + - {symerror: 8.29e-05, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.015751, label: sysLumi} + - value: 0.332 + errors: + - {symerror: 0.00656, label: stat} + - {symerror: 0.0006308, label: sysAdmixture} + - {asymerror: {plus: 0.001826, minus: -0.001826}, label: 'sysBackground'} + - {asymerror: {plus: 0.001494, minus: -0.001494}, label: 'sysPhotonID'} + - {symerror: 0.0005312, label: sysPhotonIsolation} + - {asymerror: {plus: 0.0019588, minus: -0.0020252}, label: 'sysBackgroundID'} + - {asymerror: {plus: 0.0002656, minus: -0.0002656}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.000498, minus: -0.0008964}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0004648, minus: -0.0004316}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0005976, minus: -0.0006972}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0027224, minus: -0.0030212}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: -3.32e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 0.000166, minus: -3.32e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.0005976, minus: -0.000166}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0001328, minus: -6.64e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0.0001328, minus: -0.000166}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0015936, minus: -0.001826}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.000996, minus: -0.0008964}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0004648, minus: -0.000498}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.0053784, minus: -0.0046812}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0012616, minus: -0.0011952}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0004648, minus: -0.0009628}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 9.96e-05, minus: -0.0001328}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 6.64e-05, minus: -9.96e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0.0002656, minus: -6.64e-05}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.000498, minus: -0.0017264}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.0002988, minus: -0.0004648}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.006308, label: sysLumi} + - value: 0.152 + errors: + - {symerror: 0.00114, label: stat} + - {symerror: 0.0001216, label: sysAdmixture} + - {asymerror: {plus: 0.0006232, minus: -0.0006232}, label: 'sysBackground'} + - {asymerror: {plus: 0.0006232, minus: -0.0006232}, label: 'sysPhotonID'} + - {symerror: 0.000608, label: sysPhotonIsolation} + - {asymerror: {plus: 0.000608, minus: -0.000608}, label: 'sysBackgroundID'} + - {asymerror: {plus: 7.6e-05, minus: -9.12e-05}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 0.0002432, minus: -0.000304}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0001216, minus: -0.0001976}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.0003648, minus: -0.0005624}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.0017784, minus: -0.0016112}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: -3.04e-05}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 1.52e-05, minus: -0.000228}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.0001976, minus: -0.0003648}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0.0001064, minus: -0.0001824}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 3.04e-05, minus: -0.000456}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.0009576, minus: -0.0007448}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.0004408, minus: -0.0003344}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0.0003192, minus: -0.0004104}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.0024928, minus: -0.0025232}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.0008208, minus: -0.0008664}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0005016, minus: -0.0005776}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.0001672, minus: -0.0003648}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 9.12e-05, minus: -0.0001824}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 3.04e-05, minus: -0.0001368}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.000532, minus: -0.0004712}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0.000304, minus: -0.000304}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.002888, label: sysLumi} + - value: 0.0541 + errors: + - {symerror: 0.000347, label: stat} + - {symerror: 1.082e-05, label: sysAdmixture} + - {asymerror: {plus: 0.00019476, minus: -0.00019476}, label: 'sysBackground'} + - {asymerror: {plus: 0.00022181, minus: -0.0002164}, label: 'sysPhotonID'} + - {symerror: 0.00011361, label: sysPhotonIsolation} + - {asymerror: {plus: 9.197e-05, minus: -9.197e-05}, label: 'sysBackgroundID'} + - {asymerror: {plus: 1.082e-05, minus: -1.623e-05}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 7.574e-05, minus: -0.0001623}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0.0001082, minus: -7.033e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 0.00023263, minus: -0.0001623}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.00061133, minus: -0.00060592}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 4.328e-05, minus: -7.033e-05}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0.00019476, minus: -8.115e-05}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 4.328e-05, minus: -3.787e-05}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 2.164e-05, minus: -2.705e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0.00038411, minus: -0.00034624}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0.00025427, minus: -0.00019476}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 8.115e-05, minus: -0.00010279}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.00108741, minus: -0.00114692}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 0.00033542, minus: -0.00033001}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 0.0002705, minus: -8.656e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0.00014066, minus: -9.197e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 4.328e-05, minus: -2.164e-05}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 6.492e-05, minus: -3.787e-05}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 0.00015689, minus: -0.00015689}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 3.787e-05, minus: -4.328e-05}, label: 'sysGESConvRadiusUncert'} + - {symerror: 1.082e-05, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.0010279, label: sysLumi} + - value: 0.0142 + errors: + - {symerror: 0.000162, label: stat} + - {symerror: 1.42e-06, label: sysAdmixture} + - {asymerror: {plus: 3.834e-05, minus: -3.834e-05}, label: 'sysBackground'} + - {asymerror: {plus: 9.514e-05, minus: -9.372e-05}, label: 'sysPhotonID'} + - {symerror: 2.414e-05, label: sysPhotonIsolation} + - {asymerror: {plus: 7.1e-06, minus: -7.1e-06}, label: 'sysBackgroundID'} + - {asymerror: {plus: 2.84e-06, minus: -2.84e-06}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 3.55e-05, minus: -9.514e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 7.1e-06, minus: -1.562e-05}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 2.84e-05, minus: -3.692e-05}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 0.00022436, minus: -0.00019738}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 2.84e-06, minus: -9.94e-06}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 3.55e-05, minus: -3.266e-05}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 4.26e-06, minus: -8.52e-06}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 0, minus: -1.42e-05}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 9.23e-05, minus: -8.52e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 3.834e-05, minus: -4.402e-05}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 2.84e-05, minus: -2.84e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.00037062, minus: -0.00037062}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 8.662e-05, minus: -8.662e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 4.97e-05, minus: -8.236e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 2.414e-05, minus: -1.846e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 4.26e-06, minus: -5.68e-06}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 1.42e-06, minus: -5.68e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 5.68e-06, minus: -8.662e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 0.0002698, label: sysLumi} + - value: 0.00418 + errors: + - {symerror: 8.84e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 9.196e-06, minus: -9.196e-06}, label: 'sysBackground'} + - {asymerror: {plus: 2.8006e-05, minus: -2.7588e-05}, label: 'sysPhotonID'} + - {symerror: 1.5884e-05, label: sysPhotonIsolation} + - {asymerror: {plus: 4.18e-07, minus: -4.18e-07}, label: 'sysBackgroundID'} + - {asymerror: {plus: 4.18e-07, minus: -1.672e-06}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 3.2604e-05, minus: -3.344e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 4.18e-06, minus: -3.344e-06}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.463e-05, minus: -6.27e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 7.0224e-05, minus: -7.9002e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 5.852e-06, minus: -7.106e-06}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 1.8392e-05, minus: -1.3794e-05}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 6.688e-06, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 2.926e-06, minus: -7.106e-06}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 4.0546e-05, minus: -2.5916e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 4.0546e-05, minus: -3.0096e-05}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 1.1286e-05, minus: -1.0868e-05}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 0.000127908, minus: -0.00012122}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 4.0128e-05, minus: -3.762e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 4.18e-06, minus: -3.3022e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 4.18e-07, minus: -1.881e-05}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 6.688e-06, minus: 0}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 5.434e-06, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 1.881e-05, minus: -5.434e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 7.942e-05, label: sysLumi} + - value: 0.00135 + errors: + - {symerror: 4.85e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 3.105e-06, minus: -3.105e-06}, label: 'sysBackground'} + - {asymerror: {plus: 8.91e-06, minus: -8.775e-06}, label: 'sysPhotonID'} + - {symerror: 6.885e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 2.7e-07, minus: -9.45e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.242e-05, minus: -1.4445e-05}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 3.78e-06, minus: -5.265e-06}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 7.29e-06, minus: -4.59e-06}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 2.4165e-05, minus: -2.8485e-05}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 1.35e-07, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 5.4e-07, minus: -4.725e-06}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 7.56e-06, minus: -2.565e-06}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 5.805e-06, minus: -3.105e-06}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 4.05e-07, minus: -1.755e-06}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 1.2285e-05, minus: -1.7685e-05}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.6065e-05, minus: -4.455e-06}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 7.56e-06, minus: -2.565e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 1.35e-07, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 4.0095e-05, minus: -3.618e-05}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 1.9035e-05, minus: -3.051e-05}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.2015e-05, minus: -1.1745e-05}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 1.782e-05, minus: -4.86e-06}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 6.345e-06, minus: -2.7e-07}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 5.4e-07, minus: -8.775e-06}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 6.48e-06, minus: -1.485e-05}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 2.565e-05, label: sysLumi} + - value: 0.000387 + errors: + - {symerror: 1.92e-05, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackground'} + - {asymerror: {plus: 2.5929e-06, minus: -2.5542e-06}, label: 'sysPhotonID'} + - {symerror: 1.2771e-06, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 1.161e-07, minus: -3.483e-07}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 2.0511e-06, minus: -5.1858e-06}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 7.74e-08, minus: -1.548e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.935e-07, minus: -5.805e-07}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 9.5589e-06, minus: -8.127e-06}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 7.74e-08, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 2.322e-07, minus: -1.548e-07}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 6.192e-07, minus: -2.0124e-06}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 4.644e-07, minus: -3.096e-07}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 2.322e-07, minus: -1.548e-07}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 5.418e-06, minus: -6.3081e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 5.9985e-06, minus: -2.322e-06}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 2.322e-07, minus: -2.0511e-06}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 7.74e-08, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 1.46286e-05, minus: -1.60605e-05}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 3.4056e-06, minus: -1.0062e-06}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.0449e-06, minus: -6.579e-07}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 3.87e-08, minus: -1.161e-07}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 2.709e-07, minus: -3.87e-08}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 1.935e-07, minus: -2.709e-07}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 5.031e-07, minus: -3.8313e-06}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 7.353e-06, label: sysLumi} + - value: 7.17e-05 + errors: + - {symerror: 7.6e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackground'} + - {asymerror: {plus: 4.7322e-07, minus: -4.5888e-07}, label: 'sysPhotonID'} + - {symerror: 6.453e-07, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: -0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 2.868e-08, minus: -7.17e-08}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 4.302e-07, minus: -1.62759e-06}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 4.5888e-07, minus: -5.2341e-07}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 4.8039e-07, minus: -2.3661e-07}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 2.11515e-06, minus: -1.52721e-06}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 6.1662e-07, minus: -7.17e-09}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 6.8115e-07, minus: -3.9435e-07}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 3.585e-07, minus: -3.585e-07}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 5.1624e-07, minus: -7.17e-09}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 1.15437e-06, minus: -1.20456e-06}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 1.21173e-06, minus: -9.5361e-07}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 3.8718e-07, minus: -2.9397e-07}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 1.67061e-06, minus: -2.26572e-06}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 9.6795e-07, minus: -1.23324e-06}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 6.6681e-07, minus: -4.9473e-07}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 5.019e-07, minus: -4.302e-07}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 2.6529e-07, minus: -2.5095e-07}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 2.0076e-07, minus: -1.8642e-07}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 3.3699e-07, minus: -5.8794e-07}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 1.3623e-06, label: sysLumi} + - value: 1.08e-05 + errors: + - {symerror: 2.47e-06, label: stat} + - {symerror: 0, label: sysAdmixture} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackground'} + - {asymerror: {plus: 4.59e-07, minus: -4.59e-07}, label: 'sysPhotonID'} + - {symerror: 2.16e-08, label: sysPhotonIsolation} + - {asymerror: {plus: 0, minus: 0}, label: 'sysBackgroundID'} + - {asymerror: {plus: 6.48e-09, minus: -1.188e-08}, label: 'sysBackgroundIsolation'} + - {asymerror: {plus: 1.7064e-07, minus: -3.618e-07}, label: 'sysEnergyResolution'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESZeeStatUncert'} + - {asymerror: {plus: 1.6848e-07, minus: 0}, label: 'sysGESZeeSystUncert'} + - {asymerror: {plus: 2.9052e-07, minus: -1.5336e-07}, label: 'sysGESLArCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArUnconvCalibUncert'} + - {asymerror: {plus: 7.56e-09, minus: -4.32e-09}, label: 'sysGESLArElecUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLArElecCalibUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESG4Uncert'} + - {asymerror: {plus: 7.56e-09, minus: -4.32e-09}, label: 'sysGESPSUncert'} + - {asymerror: {plus: 0, minus: -1.6092e-07}, label: 'sysGESS12Uncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatIDUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCryoUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESMatCaloUncert'} + - {asymerror: {plus: 1.566e-07, minus: -1.9872e-07}, label: 'sysGESL1GainUncert'} + - {asymerror: {plus: 1.134e-07, minus: -1.6632e-07}, label: 'sysGESL2GainUncert'} + - {asymerror: {plus: 1.6092e-07, minus: -1.458e-07}, label: 'sysGESLeakageConvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESLeakageUnconvUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvEfficiencyUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvFakeRateUncert'} + - {asymerror: {plus: 1.6308e-07, minus: -8.1e-08}, label: 'sysGESPedestalUncert'} + - {asymerror: {plus: 0, minus: 0}, label: 'sysGESConvRadiusUncert'} + - {symerror: 0, label: sysUnfolding} + - {symerror: 0, label: sysModel} + - {symerror: 2.052e-07, label: sysLumi} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/uncertainties_XSEC.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/uncertainties_XSEC.yaml new file mode 100644 index 0000000000..066f076f70 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_PH_8TEV/uncertainties_XSEC.yaml @@ -0,0 +1,2575 @@ +definitions: + stat: + description: Uncorrelated statistical uncertainties + treatment: ADD + type: UNCORR + sys_corr_1: + description: sysAdmixture + treatment: MULT + type: UNCORR + sys_corr_2: + description: sysBackground + treatment: MULT + type: UNCORR + sys_corr_3: + description: sysPhotonID + treatment: MULT + type: UNCORR + sys_corr_4: + description: sysPhotonIsolation + treatment: MULT + type: UNCORR + sys_corr_5: + description: sysBackgroundID + treatment: MULT + type: UNCORR + sys_corr_6: + description: sysBackgroundIsolation + treatment: MULT + type: UNCORR + sys_corr_7: + description: sysEnergyResolution + treatment: MULT + type: UNCORR + sys_corr_8: + description: sysGESZeeStatUncert + treatment: MULT + type: UNCORR + sys_corr_9: + description: sysGESZeeSystUncert + treatment: MULT + type: UNCORR + sys_corr_10: + description: sysGESLArCalibUncert + treatment: MULT + type: UNCORR + sys_corr_11: + description: sysGESLArUnconvCalibUncert + treatment: MULT + type: UNCORR + sys_corr_12: + description: sysGESLArElecUnconvUncert + treatment: MULT + type: UNCORR + sys_corr_13: + description: sysGESLArElecCalibUncert + treatment: MULT + type: UNCORR + sys_corr_14: + description: sysGESG4Uncert + treatment: MULT + type: UNCORR + sys_corr_15: + description: sysGESPSUncert + treatment: MULT + type: UNCORR + sys_corr_16: + description: sysGESS12Uncert + treatment: MULT + type: UNCORR + sys_corr_17: + description: sysGESMatIDUncert + treatment: MULT + type: UNCORR + sys_corr_18: + description: sysGESMatCryoUncert + treatment: MULT + type: UNCORR + sys_corr_19: + description: sysGESMatCaloUncert + treatment: MULT + type: UNCORR + sys_corr_20: + description: sysGESL1GainUncert + treatment: MULT + type: UNCORR + sys_corr_21: + description: sysGESL2GainUncert + treatment: MULT + type: UNCORR + sys_corr_22: + description: sysGESLeakageConvUncert + treatment: MULT + type: UNCORR + sys_corr_23: + description: sysGESLeakageUnconvUncert + treatment: MULT + type: UNCORR + sys_corr_24: + description: sysGESConvEfficiencyUncert + treatment: MULT + type: UNCORR + sys_corr_25: + description: sysGESConvFakeRateUncert + treatment: MULT + type: UNCORR + sys_corr_26: + description: sysGESPedestalUncert + treatment: MULT + type: UNCORR + sys_corr_27: + description: sysGESConvRadiusUncert + treatment: MULT + type: UNCORR + sys_corr_28: + description: sysUnfolding + treatment: MULT + type: UNCORR + sys_corr_29: + description: sysModel + treatment: MULT + type: UNCORR + sys_corr_30: + description: sysLumi + treatment: MULT + type: ATLASLUMI15 +bins: +- stat: 2080.0 + sys_corr_1: 73827.6 + sys_corr_2: 7.67045948e+04 + sys_corr_3: 1.34427954e+04 + sys_corr_4: 3722.4 + sys_corr_5: 2.05250302e+04 + sys_corr_6: 1.20028651e+03 + sys_corr_7: 6.76065226e+02 + sys_corr_8: 413.6 + sys_corr_9: 7.80652881e+02 + sys_corr_10: 8.05923241e+02 + sys_corr_11: 4.71009416e+02 + sys_corr_12: 6.37400408e+02 + sys_corr_13: 0.0 + sys_corr_14: 5.37282161e+02 + sys_corr_15: 5.93987778e+02 + sys_corr_16: 2.68641080e+02 + sys_corr_17: 1.66084993e+03 + sys_corr_18: 1.00649158e+03 + sys_corr_19: 1.50108170e+03 + sys_corr_20: 0.0 + sys_corr_21: 0.0 + sys_corr_22: 9.42018832e+02 + sys_corr_23: 1.08815912e+03 + sys_corr_24: 517.0 + sys_corr_25: 8.95470268e+01 + sys_corr_26: 7.06986867e+02 + sys_corr_27: 7.38423700e+02 + sys_corr_28: 103.4 + sys_corr_29: 21300.4 + sys_corr_30: 19646.0 +- stat: 1070.0 + sys_corr_1: 17367.7 + sys_corr_2: 1.26600740e+04 + sys_corr_3: 2.15225524e+03 + sys_corr_4: 8.12700000e+02 + sys_corr_5: 2.70933442e+03 + sys_corr_6: 5.27394606e+02 + sys_corr_7: 2.94918565e+02 + sys_corr_8: 1.20400000e+02 + sys_corr_9: 4.99152031e+01 + sys_corr_10: 4.06907026e+02 + sys_corr_11: 1.96804287e+02 + sys_corr_12: 2.26751114e+02 + sys_corr_13: 0.0 + sys_corr_14: 7.82020940e+01 + sys_corr_15: 2.14956996e+02 + sys_corr_16: 2.21188924e+02 + sys_corr_17: 4.36968657e+02 + sys_corr_18: 3.46803731e+02 + sys_corr_19: 4.23544543e+02 + sys_corr_20: 0.0 + sys_corr_21: 6.02000000e+01 + sys_corr_22: 2.92992231e+02 + sys_corr_23: 2.44533556e+02 + sys_corr_24: 1.75511652e+02 + sys_corr_25: 3.01000000e+01 + sys_corr_26: 2.27250017e+02 + sys_corr_27: 2.74224051e+02 + sys_corr_28: 9.03000000e+01 + sys_corr_29: 5719.0 + sys_corr_30: 5719.0 +- stat: 653.0 + sys_corr_1: 5025.5 + sys_corr_2: 2.86391563e+03 + sys_corr_3: 6.38301800e+02 + sys_corr_4: 172.5 + sys_corr_5: 4.54904592e+02 + sys_corr_6: 2.05316067e+02 + sys_corr_7: 1.22786400e+02 + sys_corr_8: 7.69297569e+01 + sys_corr_9: 3.81411851e+01 + sys_corr_10: 1.19511506e+02 + sys_corr_11: 7.54105430e+01 + sys_corr_12: 7.51910068e+01 + sys_corr_13: 0.0 + sys_corr_14: 5.63382641e+01 + sys_corr_15: 1.13115815e+02 + sys_corr_16: 2.25939151e+02 + sys_corr_17: 1.61307742e+02 + sys_corr_18: 1.32124941e+02 + sys_corr_19: 9.80876521e+01 + sys_corr_20: 0.0 + sys_corr_21: 1.05868728e+02 + sys_corr_22: 1.60176465e+02 + sys_corr_23: 2.06039438e+02 + sys_corr_24: 1.22786400e+02 + sys_corr_25: 1.90705925e+01 + sys_corr_26: 1.98103982e+02 + sys_corr_27: 1.05868728e+02 + sys_corr_28: 11.5 + sys_corr_29: 1552.5 + sys_corr_30: 2185.0 +- stat: 229.0 + sys_corr_1: 1680.02 + sys_corr_2: 9.85982648e+02 + sys_corr_3: 2.11379728e+02 + sys_corr_4: 110.66 + sys_corr_5: 1.08670120e+02 + sys_corr_6: 8.17278264e+01 + sys_corr_7: 5.43496097e+01 + sys_corr_8: 1.23209334e+01 + sys_corr_9: 3.79756672e+01 + sys_corr_10: 6.79980843e+01 + sys_corr_11: 3.79756672e+01 + sys_corr_12: 7.16223253e+01 + sys_corr_13: 0.0 + sys_corr_14: 2.46418668e+01 + sys_corr_15: 1.07529118e+02 + sys_corr_16: 8.72309903e+01 + sys_corr_17: 6.37739733e+01 + sys_corr_18: 5.71298180e+01 + sys_corr_19: 6.29755196e+01 + sys_corr_20: 0.0 + sys_corr_21: 1.11655804e+02 + sys_corr_22: 9.17544248e+01 + sys_corr_23: 7.01950873e+01 + sys_corr_24: 2.50239340e+01 + sys_corr_25: 1.30683233e+01 + sys_corr_26: 6.20140049e+01 + sys_corr_27: 6.29755196e+01 + sys_corr_28: 5.03000000e+00 + sys_corr_29: 377.25 + sys_corr_30: 955.7 +- stat: 96.4 + sys_corr_1: 6.65480000e+02 + sys_corr_2: 3.74688744e+02 + sys_corr_3: 7.12106565e+01 + sys_corr_4: 66.04 + sys_corr_5: 4.22549441e+01 + sys_corr_6: 3.72220513e+01 + sys_corr_7: 1.73669888e+01 + sys_corr_8: 1.40849814e+01 + sys_corr_9: 2.06350575e+01 + sys_corr_10: 7.12106565e+01 + sys_corr_11: 2.56527425e+01 + sys_corr_12: 3.82689587e+01 + sys_corr_13: 0.0 + sys_corr_14: 1.81392282e+01 + sys_corr_15: 4.13286958e+01 + sys_corr_16: 4.87918067e+01 + sys_corr_17: 4.12701151e+01 + sys_corr_18: 3.54464258e+01 + sys_corr_19: 4.58608940e+01 + sys_corr_20: 0.0 + sys_corr_21: 2.67304078e+01 + sys_corr_22: 2.41967498e+01 + sys_corr_23: 3.06909368e+01 + sys_corr_24: 1.66074050e+01 + sys_corr_25: 0.0 + sys_corr_26: 3.72220513e+01 + sys_corr_27: 6.22170395e+00 + sys_corr_28: 5.08 + sys_corr_29: 96.52 + sys_corr_30: 4.82600000e+02 +- stat: 71.4 + sys_corr_1: 275.37 + sys_corr_2: 1.67151229e+02 + sys_corr_3: 34.25 + sys_corr_4: 42.47 + sys_corr_5: 2.00764607e+01 + sys_corr_6: 1.73698496e+01 + sys_corr_7: 1.06780932e+01 + sys_corr_8: 6.71160190e+00 + sys_corr_9: 1.00674028e+01 + sys_corr_10: 4.23316699e+01 + sys_corr_11: 6.81566394e+00 + sys_corr_12: 1.11929922e+01 + sys_corr_13: 0.0 + sys_corr_14: 8.98369078e+00 + sys_corr_15: 1.83293508e+01 + sys_corr_16: 1.74372532e+01 + sys_corr_17: 1.86214198e+01 + sys_corr_18: 1.48820093e+01 + sys_corr_19: 1.62534204e+01 + sys_corr_20: 0.0 + sys_corr_21: 5.61658230e+01 + sys_corr_22: 2.71505520e+01 + sys_corr_23: 1.24624827e+01 + sys_corr_24: 8.44524718e+00 + sys_corr_25: 2.37290961e+00 + sys_corr_26: 2.16182354e+01 + sys_corr_27: 1.48820093e+01 + sys_corr_28: 0.0 + sys_corr_29: 26.03 + sys_corr_30: 2.60300000e+02 +- stat: 29.4 + sys_corr_1: 75.166 + sys_corr_2: 5.95612032e+01 + sys_corr_3: 13.377 + sys_corr_4: 7.00700000e+00 + sys_corr_5: 8.70501928e+00 + sys_corr_6: 7.06467175e+00 + sys_corr_7: 4.22537998e+00 + sys_corr_8: 3.86160728e+00 + sys_corr_9: 5.28172498e+00 + sys_corr_10: 1.84949525e+01 + sys_corr_11: 5.21406972e+00 + sys_corr_12: 7.97522982e+00 + sys_corr_13: 0.0 + sys_corr_14: 4.26123958e+00 + sys_corr_15: 1.24947838e+01 + sys_corr_16: 1.12291013e+01 + sys_corr_17: 1.19977728e+01 + sys_corr_18: 8.88951701e+00 + sys_corr_19: 9.96553876e+00 + sys_corr_20: 0.0 + sys_corr_21: 3.47427882e+01 + sys_corr_22: 5.58057083e+00 + sys_corr_23: 4.16492794e+00 + sys_corr_24: 4.80924454e+00 + sys_corr_25: 0.637 + sys_corr_26: 7.33933476e+00 + sys_corr_27: 1.05634500e+00 + sys_corr_28: 0.0 + sys_corr_29: 4.45900000e+00 + sys_corr_30: 121.03 +- stat: 9.70000000e+00 + sys_corr_1: 12.192 + sys_corr_2: 1.66379694e+01 + sys_corr_3: 4.58608940e+00 + sys_corr_4: 5.08 + sys_corr_5: 3.22039547e+00 + sys_corr_6: 2.16645771e+00 + sys_corr_7: 2.07907960e+00 + sys_corr_8: 1.56576116e+00 + sys_corr_9: 2.032 + sys_corr_10: 1.01114653e+01 + sys_corr_11: 2.15526147e+00 + sys_corr_12: 3.73302237e+00 + sys_corr_13: 0.0 + sys_corr_14: 1.81392282e+00 + sys_corr_15: 4.95625534e+00 + sys_corr_16: 5.13054851e+00 + sys_corr_17: 4.15815921e+00 + sys_corr_18: 3.13152231e+00 + sys_corr_19: 3.47339776e+00 + sys_corr_20: 0.0 + sys_corr_21: 1.72757349e+01 + sys_corr_22: 3.05592719e+00 + sys_corr_23: 2.39623121e+00 + sys_corr_24: 1.91344794e+00 + sys_corr_25: 0.0 + sys_corr_26: 4.02211226e+00 + sys_corr_27: 4.21211348e-01 + sys_corr_28: 0.254 + sys_corr_29: 0.508 + sys_corr_30: 48.26 +- stat: 2.95000000e+00 + sys_corr_1: 1.74400000e+00 + sys_corr_2: 5.39605048e+00 + sys_corr_3: 2.12689698e+00 + sys_corr_4: 1.96200000e+00 + sys_corr_5: 1.38198073e+00 + sys_corr_6: 7.12679977e-01 + sys_corr_7: 2.31737179e+00 + sys_corr_8: 4.96518630e-01 + sys_corr_9: 1.38198073e+00 + sys_corr_10: 6.213 + sys_corr_11: 1.00345142e+00 + sys_corr_12: 1.70524918e+00 + sys_corr_13: 0.0 + sys_corr_14: 6.04434240e-01 + sys_corr_15: 2.28900000e+00 + sys_corr_16: 2.45371081e+00 + sys_corr_17: 1.98607452e+00 + sys_corr_18: 1.48955589e+00 + sys_corr_19: 1.62680446e+00 + sys_corr_20: 0.0 + sys_corr_21: 8.62340878e+00 + sys_corr_22: 1.51819432e+00 + sys_corr_23: 1.42535995e+00 + sys_corr_24: 7.12679977e-01 + sys_corr_25: 1.09000000e-01 + sys_corr_26: 8.06526348e-01 + sys_corr_27: 1.88793538e-01 + sys_corr_28: 2.18000000e-01 + sys_corr_29: 1.09000000e-01 + sys_corr_30: 20.71 +- stat: 1.9 + sys_corr_1: 0.242 + sys_corr_2: 1.74240000e+00 + sys_corr_3: 2.178 + sys_corr_4: 1.2584 + sys_corr_5: 6.13650161e-01 + sys_corr_6: 0.242 + sys_corr_7: 1.03354117e+00 + sys_corr_8: 4.76070037e-01 + sys_corr_9: 9.50909123e-01 + sys_corr_10: 3.02983613e+00 + sys_corr_11: 9.11604717e-01 + sys_corr_12: 1.22896931e+00 + sys_corr_13: 0.0 + sys_corr_14: 3.95431258e-01 + sys_corr_15: 1.80237207e+00 + sys_corr_16: 1.74021391e+00 + sys_corr_17: 1.58376012e+00 + sys_corr_18: 1.0648 + sys_corr_19: 1.30478177e+00 + sys_corr_20: 0.0 + sys_corr_21: 3.75864254e+00 + sys_corr_22: 9.89540338e-01 + sys_corr_23: 9.88355968e-01 + sys_corr_24: 3.96171074e-01 + sys_corr_25: 1.67662518e-01 + sys_corr_26: 1.31484192e+00 + sys_corr_27: 2.37110607e-01 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 9.196 +- stat: 1.31 + sys_corr_1: 0.0468 + sys_corr_2: 6.43712692e-01 + sys_corr_3: 0.8658 + sys_corr_4: 0.5148 + sys_corr_5: 2.96682103e-01 + sys_corr_6: 0.0936 + sys_corr_7: 4.60332184e-01 + sys_corr_8: 1.06592073e-01 + sys_corr_9: 3.29267186e-01 + sys_corr_10: 1.76677748e+00 + sys_corr_11: 3.49240590e-01 + sys_corr_12: 5.31545821e-01 + sys_corr_13: 0.0 + sys_corr_14: 1.56535331e-01 + sys_corr_15: 8.71394761e-01 + sys_corr_16: 6.56035182e-01 + sys_corr_17: 5.22192378e-01 + sys_corr_18: 4.60332184e-01 + sys_corr_19: 4.21687218e-01 + sys_corr_20: 0.0 + sys_corr_21: 1.97903001e+00 + sys_corr_22: 3.52556549e-01 + sys_corr_23: 4.22983723e-01 + sys_corr_24: 1.21589967e-01 + sys_corr_25: 2.02649944e-02 + sys_corr_26: 6.11541887e-01 + sys_corr_27: 0.0234 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 4.44600000e+00 +- stat: 0.514 + sys_corr_1: 9.84000000e-03 + sys_corr_2: 0.20664 + sys_corr_3: 0.36408 + sys_corr_4: 0.2952 + sys_corr_5: 1.24758628e-01 + sys_corr_6: 2.55650699e-02 + sys_corr_7: 2.26747422e-01 + sys_corr_8: 4.89533819e-02 + sys_corr_9: 1.62509023e-01 + sys_corr_10: 7.13705314e-01 + sys_corr_11: 1.73460529e-01 + sys_corr_12: 1.78955489e-01 + sys_corr_13: 0.0 + sys_corr_14: 4.82059581e-02 + sys_corr_15: 2.43577270e-01 + sys_corr_16: 2.56218182e-01 + sys_corr_17: 1.69579489e-01 + sys_corr_18: 8.62053641e-02 + sys_corr_19: 1.23196643e-01 + sys_corr_20: 0.0 + sys_corr_21: 9.45562050e-01 + sys_corr_22: 1.28674697e-01 + sys_corr_23: 1.43946790e-01 + sys_corr_24: 4.48233332e-02 + sys_corr_25: 8.52168997e-03 + sys_corr_26: 1.43946790e-01 + sys_corr_27: 1.63177940e-02 + sys_corr_28: 9.84000000e-03 + sys_corr_29: 0.0 + sys_corr_30: 1.8696 +- stat: 0.23 + sys_corr_1: 0.0 + sys_corr_2: 0.04788 + sys_corr_3: 0.1197 + sys_corr_4: 1.29960000e-01 + sys_corr_5: 3.59913365e-02 + sys_corr_6: 5.67142839e-03 + sys_corr_7: 5.32027142e-02 + sys_corr_8: 1.77708413e-02 + sys_corr_9: 5.30651326e-02 + sys_corr_10: 2.75405573e-01 + sys_corr_11: 3.92928085e-02 + sys_corr_12: 4.88473705e-02 + sys_corr_13: 0.0 + sys_corr_14: 1.67545098e-02 + sys_corr_15: 1.05008481e-01 + sys_corr_16: 1.11176305e-01 + sys_corr_17: 7.78942071e-02 + sys_corr_18: 1.77708413e-02 + sys_corr_19: 5.77109166e-02 + sys_corr_20: 0.0 + sys_corr_21: 3.53883250e-01 + sys_corr_22: 7.02558240e-02 + sys_corr_23: 0.08892 + sys_corr_24: 5.15274956e-02 + sys_corr_25: 0.00342 + sys_corr_26: 5.22040343e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 6.49800000e-01 +- stat: 0.145 + sys_corr_1: 0.0 + sys_corr_2: 0.01551 + sys_corr_3: 4.86552163e-02 + sys_corr_4: 0.04089 + sys_corr_5: 1.27680930e-02 + sys_corr_6: 0.00141 + sys_corr_7: 4.04439028e-02 + sys_corr_8: 2.33822048e-02 + sys_corr_9: 2.70852155e-02 + sys_corr_10: 1.18456785e-01 + sys_corr_11: 3.49028405e-02 + sys_corr_12: 3.59688209e-02 + sys_corr_13: 0.0 + sys_corr_14: 1.96769529e-02 + sys_corr_15: 4.41174557e-02 + sys_corr_16: 6.07610212e-02 + sys_corr_17: 4.52080391e-02 + sys_corr_18: 4.04930300e-02 + sys_corr_19: 4.09385918e-02 + sys_corr_20: 0.0 + sys_corr_21: 1.61521947e-01 + sys_corr_22: 0.00423 + sys_corr_23: 4.80435646e-02 + sys_corr_24: 2.84806039e-02 + sys_corr_25: 0.00282 + sys_corr_26: 3.19357997e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.2679 +- stat: 0.1 + sys_corr_1: 0.0 + sys_corr_2: 0.00656 + sys_corr_3: 2.29787352e-02 + sys_corr_4: 0.026896 + sys_corr_5: 5.96743697e-03 + sys_corr_6: 0.000656 + sys_corr_7: 1.23251210e-02 + sys_corr_8: 5.32936919e-03 + sys_corr_9: 5.43926466e-03 + sys_corr_10: 6.13377540e-02 + sys_corr_11: 3.40867599e-03 + sys_corr_12: 1.08587322e-02 + sys_corr_13: 0.0 + sys_corr_14: 3.21373054e-03 + sys_corr_15: 2.36251094e-02 + sys_corr_16: 3.49639385e-02 + sys_corr_17: 1.53390420e-02 + sys_corr_18: 4.82059581e-03 + sys_corr_19: 8.97066508e-03 + sys_corr_20: 0.0 + sys_corr_21: 8.95740316e-02 + sys_corr_22: 2.26367531e-02 + sys_corr_23: 5.40951458e-03 + sys_corr_24: 2.27245066e-03 + sys_corr_25: 4.04385559e-03 + sys_corr_26: 2.40761831e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.12464 +- stat: 4.95000000e-02 + sys_corr_1: 0.0 + sys_corr_2: 0.00284 + sys_corr_3: 9.80005775e-03 + sys_corr_4: 0.015052 + sys_corr_5: 2.63370765e-03 + sys_corr_6: 4.91902429e-04 + sys_corr_7: 6.05626254e-03 + sys_corr_8: 2.08696526e-03 + sys_corr_9: 3.14650981e-03 + sys_corr_10: 2.91936943e-02 + sys_corr_11: 4.05633135e-03 + sys_corr_12: 6.70113632e-03 + sys_corr_13: 0.0 + sys_corr_14: 4.33507186e-03 + sys_corr_15: 1.03834921e-02 + sys_corr_16: 1.05156729e-02 + sys_corr_17: 8.01639994e-03 + sys_corr_18: 6.54433618e-03 + sys_corr_19: 6.82782308e-03 + sys_corr_20: 0.0 + sys_corr_21: 4.08979722e-02 + sys_corr_22: 6.99557203e-03 + sys_corr_23: 6.29942474e-03 + sys_corr_24: 4.28830596e-03 + sys_corr_25: 4.91902429e-04 + sys_corr_26: 6.05626254e-03 + sys_corr_27: 0.0 + sys_corr_28: 0.000284 + sys_corr_29: 0.0 + sys_corr_30: 0.05396 +- stat: 0.0285 + sys_corr_1: 0.0 + sys_corr_2: 0.000565 + sys_corr_3: 0.003955 + sys_corr_4: 6.78000000e-03 + sys_corr_5: 7.82886965e-04 + sys_corr_6: 1.87389301e-04 + sys_corr_7: 2.40971010e-03 + sys_corr_8: 8.53131291e-04 + sys_corr_9: 1.81504876e-03 + sys_corr_10: 1.12052477e-02 + sys_corr_11: 1.87984594e-03 + sys_corr_12: 3.22149108e-03 + sys_corr_13: 0.0 + sys_corr_14: 1.21047212e-03 + sys_corr_15: 5.10755000e-03 + sys_corr_16: 6.56665158e-03 + sys_corr_17: 3.22149108e-03 + sys_corr_18: 1.99197559e-03 + sys_corr_19: 2.77885817e-03 + sys_corr_20: 0.0 + sys_corr_21: 1.74586828e-02 + sys_corr_22: 2.39709199e-03 + sys_corr_23: 2.31029046e-03 + sys_corr_24: 1.02947899e-03 + sys_corr_25: 1.95721741e-04 + sys_corr_26: 2.24013772e-03 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.02147 +- stat: 0.0152 + sys_corr_1: 0.0 + sys_corr_2: 3.64500000e-04 + sys_corr_3: 3.92850000e-03 + sys_corr_4: 3.19950000e-03 + sys_corr_5: 1.75370144e-04 + sys_corr_6: 9.92043346e-05 + sys_corr_7: 7.69500000e-04 + sys_corr_8: 2.97613004e-04 + sys_corr_9: 2.01484956e-04 + sys_corr_10: 4.63804578e-03 + sys_corr_11: 5.41853070e-04 + sys_corr_12: 0.000729 + sys_corr_13: 0.0 + sys_corr_14: 3.05768295e-04 + sys_corr_15: 1.56541800e-03 + sys_corr_16: 1.96664931e-03 + sys_corr_17: 7.38778172e-04 + sys_corr_18: 7.60656419e-04 + sys_corr_19: 6.95315531e-04 + sys_corr_20: 0.0 + sys_corr_21: 7.16872881e-03 + sys_corr_22: 7.90269060e-04 + sys_corr_23: 5.65189072e-04 + sys_corr_24: 3.05768295e-04 + sys_corr_25: 7.01480577e-05 + sys_corr_26: 1.55530019e-03 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 7.69500000e-03 +- stat: 0.00904 + sys_corr_1: 0.0 + sys_corr_2: 1.66800000e-04 + sys_corr_3: 1.34138601e-03 + sys_corr_4: 1.32050000e-03 + sys_corr_5: 2.40755062e-05 + sys_corr_6: 3.61132593e-05 + sys_corr_7: 4.31348154e-04 + sys_corr_8: 1.99865373e-04 + sys_corr_9: 2.31237686e-04 + sys_corr_10: 1.72371209e-03 + sys_corr_11: 3.41329211e-04 + sys_corr_12: 2.16679556e-04 + sys_corr_13: 0.0 + sys_corr_14: 1.48898783e-04 + sys_corr_15: 5.27651031e-04 + sys_corr_16: 8.96603874e-04 + sys_corr_17: 4.88432234e-04 + sys_corr_18: 2.09885397e-04 + sys_corr_19: 4.02380392e-04 + sys_corr_20: 0.0 + sys_corr_21: 2.57861859e-03 + sys_corr_22: 2.26168847e-04 + sys_corr_23: 2.95763127e-04 + sys_corr_24: 1.47595486e-04 + sys_corr_25: 6.95e-05 + sys_corr_26: 4.82061539e-04 + sys_corr_27: 0.0 + sys_corr_28: 1.39e-05 + sys_corr_29: 0.0 + sys_corr_30: 0.002641 +- stat: 0.0042 + sys_corr_1: 0.0 + sys_corr_2: 5.23200000e-05 + sys_corr_3: 4.20751295e-04 + sys_corr_4: 4.18560000e-04 + sys_corr_5: 3.77587076e-06 + sys_corr_6: 1.42952160e-05 + sys_corr_7: 1.73566885e-04 + sys_corr_8: 3.97214904e-05 + sys_corr_9: 6.32951278e-05 + sys_corr_10: 6.21368838e-04 + sys_corr_11: 6.38929699e-05 + sys_corr_12: 1.46043730e-04 + sys_corr_13: 0.0 + sys_corr_14: 4.40338415e-05 + sys_corr_15: 2.39234515e-04 + sys_corr_16: 3.08629800e-04 + sys_corr_17: 1.37391895e-04 + sys_corr_18: 8.34971305e-05 + sys_corr_19: 1.11755569e-04 + sys_corr_20: 0.0 + sys_corr_21: 8.39350959e-04 + sys_corr_22: 7.68585272e-05 + sys_corr_23: 6.65525116e-05 + sys_corr_24: 4.15345784e-05 + sys_corr_25: 7.23024204e-06 + sys_corr_26: 1.09000000e-04 + sys_corr_27: 0.0 + sys_corr_28: 4.36e-06 + sys_corr_29: 0.0 + sys_corr_30: 8.28400000e-04 +- stat: 0.00171 + sys_corr_1: 0.0 + sys_corr_2: 0.0 + sys_corr_3: 9.02299222e-05 + sys_corr_4: 1.24355000e-04 + sys_corr_5: 0.0 + sys_corr_6: 0.0 + sys_corr_7: 3.90775194e-05 + sys_corr_8: 6.13120502e-06 + sys_corr_9: 1.60523462e-05 + sys_corr_10: 1.54297665e-04 + sys_corr_11: 1.41181904e-05 + sys_corr_12: 2.35241243e-05 + sys_corr_13: 0.0 + sys_corr_14: 9.47769058e-06 + sys_corr_15: 5.43427277e-05 + sys_corr_16: 7.62985208e-05 + sys_corr_17: 2.64788302e-05 + sys_corr_18: 2.47863192e-05 + sys_corr_19: 2.33703245e-05 + sys_corr_20: 0.0 + sys_corr_21: 1.85431976e-04 + sys_corr_22: 1.37018181e-05 + sys_corr_23: 2.00317067e-05 + sys_corr_24: 1.00158534e-05 + sys_corr_25: 1.61946751e-06 + sys_corr_26: 2.26098003e-05 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 1.77650000e-04 +- stat: 0.00038 + sys_corr_1: 0.0 + sys_corr_2: 0.0 + sys_corr_3: 5.89630829e-06 + sys_corr_4: 9.34830000e-06 + sys_corr_5: 0.0 + sys_corr_6: 0.0 + sys_corr_7: 4.63505019e-06 + sys_corr_8: 6.11e-07 + sys_corr_9: 1.24919245e-06 + sys_corr_10: 1.30246227e-05 + sys_corr_11: 1.39697370e-06 + sys_corr_12: 2.28124850e-06 + sys_corr_13: 0.0 + sys_corr_14: 7.55765261e-07 + sys_corr_15: 4.22286761e-06 + sys_corr_16: 5.78186495e-06 + sys_corr_17: 2.68978828e-06 + sys_corr_18: 7.94300000e-07 + sys_corr_19: 2.00864798e-06 + sys_corr_20: 0.0 + sys_corr_21: 1.61361849e-05 + sys_corr_22: 1.68551856e-06 + sys_corr_23: 1.34697441e-06 + sys_corr_24: 5.35279243e-07 + sys_corr_25: 4.23313217e-07 + sys_corr_26: 8.57035044e-07 + sys_corr_27: 0.0 + sys_corr_28: 6.11e-08 + sys_corr_29: 0.0 + sys_corr_30: 1.16090000e-05 +- stat: 2780.0 + sys_corr_1: 99621.6 + sys_corr_2: 1.33666991e+05 + sys_corr_3: 1.98208186e+04 + sys_corr_4: 4552.6 + sys_corr_5: 1.66611367e+04 + sys_corr_6: 5.84078799e+03 + sys_corr_7: 1.90660623e+03 + sys_corr_8: 6.95764809e+02 + sys_corr_9: 2.57213501e+03 + sys_corr_10: 2.31921603e+02 + sys_corr_11: 1.81012793e+03 + sys_corr_12: 4.28898233e+03 + sys_corr_13: 0.0 + sys_corr_14: 5.35600000e+02 + sys_corr_15: 2.12875734e+03 + sys_corr_16: 1.15960802e+02 + sys_corr_17: 6.18554235e+03 + sys_corr_18: 3.08551625e+03 + sys_corr_19: 2.01740692e+03 + sys_corr_20: 0.0 + sys_corr_21: 0.0 + sys_corr_22: 4.32229532e+03 + sys_corr_23: 2.41020000e+03 + sys_corr_24: 803.4 + sys_corr_25: 6.09943528e+02 + sys_corr_26: 1.12627333e+03 + sys_corr_27: 1.21988706e+03 + sys_corr_28: 2.67800000e+02 + sys_corr_29: 23030.8 + sys_corr_30: 25441.0 +- stat: 1390.0 + sys_corr_1: 22698.0 + sys_corr_2: 2.10367575e+04 + sys_corr_3: 5.35552452e+03 + sys_corr_4: 1.20280000e+03 + sys_corr_5: 4.61328574e+03 + sys_corr_6: 1.43756487e+03 + sys_corr_7: 4.43662349e+02 + sys_corr_8: 1.38543712e+02 + sys_corr_9: 7.99647197e+02 + sys_corr_10: 3.30939209e+02 + sys_corr_11: 5.92256296e+02 + sys_corr_12: 1.49606581e+03 + sys_corr_13: 0.0 + sys_corr_14: 1.38543712e+02 + sys_corr_15: 1.06735267e+03 + sys_corr_16: 1.28685042e+02 + sys_corr_17: 1707.2 + sys_corr_18: 7.57097272e+02 + sys_corr_19: 6.45469225e+02 + sys_corr_20: 0.0 + sys_corr_21: 1.28685042e+02 + sys_corr_22: 1.59458087e+03 + sys_corr_23: 7.37200000e+02 + sys_corr_24: 2.39179263e+02 + sys_corr_25: 2.57370084e+02 + sys_corr_26: 2.53687919e+02 + sys_corr_27: 5.16200426e+02 + sys_corr_28: 232.8 + sys_corr_29: 2793.6 + sys_corr_30: 7372.0 +- stat: 781.0 + sys_corr_1: 5.74560000e+03 + sys_corr_2: 5.17060269e+03 + sys_corr_3: 936.0 + sys_corr_4: 316.8 + sys_corr_5: 1.38958135e+03 + sys_corr_6: 4.57865657e+02 + sys_corr_7: 1.80287770e+02 + sys_corr_8: 6.55951218e+01 + sys_corr_9: 288.0 + sys_corr_10: 1.73995862e+02 + sys_corr_11: 2.19806460e+02 + sys_corr_12: 604.8 + sys_corr_13: 0.0 + sys_corr_14: 3.74122974e+01 + sys_corr_15: 5.28059997e+02 + sys_corr_16: 1.02836569e+02 + sys_corr_17: 6.48319921e+02 + sys_corr_18: 2.31298249e+02 + sys_corr_19: 2.95375558e+02 + sys_corr_20: 0.0 + sys_corr_21: 1.08717616e+02 + sys_corr_22: 6.28465560e+02 + sys_corr_23: 2.80338082e+02 + sys_corr_24: 1.08478938e+02 + sys_corr_25: 43.2 + sys_corr_26: 2.38796985e+01 + sys_corr_27: 1.31190244e+02 + sys_corr_28: 43.2 + sys_corr_29: 360.0 + sys_corr_30: 2736.0 +- stat: 284.0 + sys_corr_1: 1593.01 + sys_corr_2: 1.72867298e+03 + sys_corr_3: 3.40447086e+02 + sys_corr_4: 152.03 + sys_corr_5: 4.87215742e+02 + sys_corr_6: 1.80659898e+02 + sys_corr_7: 9.44096838e+01 + sys_corr_8: 5.79082781e+01 + sys_corr_9: 7.98689339e+01 + sys_corr_10: 9.44096838e+01 + sys_corr_11: 9.03299489e+01 + sys_corr_12: 2.74354816e+02 + sys_corr_13: 0.0 + sys_corr_14: 5.36998939e+01 + sys_corr_15: 2.16092415e+02 + sys_corr_16: 3.01099830e+01 + sys_corr_17: 3.01661601e+02 + sys_corr_18: 8.58664188e+01 + sys_corr_19: 9.44096838e+01 + sys_corr_20: 0.0 + sys_corr_21: 9.18290548e+01 + sys_corr_22: 3.76885947e+02 + sys_corr_23: 1.19117629e+02 + sys_corr_24: 3.89653753e+01 + sys_corr_25: 7.70851840e+01 + sys_corr_26: 3.79715591e+01 + sys_corr_27: 7.56549080e+01 + sys_corr_28: 13.22 + sys_corr_29: 52.88 + sys_corr_30: 1255.9 +- stat: 121.0 + sys_corr_1: 4.48800000e+02 + sys_corr_2: 6.51787594e+02 + sys_corr_3: 115.5 + sys_corr_4: 4.62000000e+01 + sys_corr_5: 1.96197420e+02 + sys_corr_6: 7.84227486e+01 + sys_corr_7: 4.13159473e+01 + sys_corr_8: 1.92421413e+01 + sys_corr_9: 5.30058487e+01 + sys_corr_10: 8.08836665e+01 + sys_corr_11: 6.43922938e+01 + sys_corr_12: 1.70613511e+02 + sys_corr_13: 0.0 + sys_corr_14: 1.64172927e+01 + sys_corr_15: 1.04927546e+02 + sys_corr_16: 4.32790943e+01 + sys_corr_17: 1.61767333e+02 + sys_corr_18: 9.56857748e+01 + sys_corr_19: 6.20013710e+01 + sys_corr_20: 0.0 + sys_corr_21: 4.60524429e+01 + sys_corr_22: 1.30871110e+02 + sys_corr_23: 5.83596393e+01 + sys_corr_24: 2.57209545e+01 + sys_corr_25: 2.15765498e+01 + sys_corr_26: 2.15765498e+01 + sys_corr_27: 2.15765498e+01 + sys_corr_28: 3.3 + sys_corr_29: 9.9 + sys_corr_30: 627.0 +- stat: 90.5 + sys_corr_1: 134.52 + sys_corr_2: 2.79671202e+02 + sys_corr_3: 5.48700000e+01 + sys_corr_4: 2.30100000e+01 + sys_corr_5: 9.15108830e+01 + sys_corr_6: 3.64787510e+01 + sys_corr_7: 1.59053977e+01 + sys_corr_8: 5.31 + sys_corr_9: 1.50969691e+01 + sys_corr_10: 4.96231740e+01 + sys_corr_11: 2.17321116e+01 + sys_corr_12: 9.73821765e+01 + sys_corr_13: 0.0 + sys_corr_14: 3.06572993e+00 + sys_corr_15: 6.45746847e+01 + sys_corr_16: 12.39 + sys_corr_17: 7.29360281e+01 + sys_corr_18: 1.50969691e+01 + sys_corr_19: 1.30968040e+01 + sys_corr_20: 0.0 + sys_corr_21: 4.20631106e+01 + sys_corr_22: 1.24791276e+02 + sys_corr_23: 1.21021930e+01 + sys_corr_24: 4.33559684e+00 + sys_corr_25: 1.17408518e+01 + sys_corr_26: 2.64169165e+01 + sys_corr_27: 12.39 + sys_corr_28: 1.77 + sys_corr_29: 1.77 + sys_corr_30: 336.3 +- stat: 35.0 + sys_corr_1: 25.42 + sys_corr_2: 1.01271660e+02 + sys_corr_3: 2.00983656e+01 + sys_corr_4: 9.84 + sys_corr_5: 3.59399555e+01 + sys_corr_6: 1.39881521e+01 + sys_corr_7: 7.45929621e+00 + sys_corr_8: 6.17727286e+00 + sys_corr_9: 18.86 + sys_corr_10: 2.79763043e+01 + sys_corr_11: 1.90020736e+01 + sys_corr_12: 4.80575270e+01 + sys_corr_13: 0.0 + sys_corr_14: 6.66171149e+00 + sys_corr_15: 3.99765769e+01 + sys_corr_16: 1.88956185e+01 + sys_corr_17: 4.12839666e+01 + sys_corr_18: 1.83723923e+01 + sys_corr_19: 1.19041295e+01 + sys_corr_20: 0.0 + sys_corr_21: 4.66229675e+01 + sys_corr_22: 3.45180069e+01 + sys_corr_23: 2.11100237e+01 + sys_corr_24: 1.20165677e+01 + sys_corr_25: 4.92 + sys_corr_26: 7.47055553e+00 + sys_corr_27: 8.28159405e+00 + sys_corr_28: 0.0 + sys_corr_29: 0.82 + sys_corr_30: 1.55800000e+02 +- stat: 10.9 + sys_corr_1: 3.24000000e+00 + sys_corr_2: 2.88360000e+01 + sys_corr_3: 5.99837678e+00 + sys_corr_4: 4.86000000e+00 + sys_corr_5: 1.16684991e+01 + sys_corr_6: 4.37999589e+00 + sys_corr_7: 3.17453871e+00 + sys_corr_8: 1.88922841e+00 + sys_corr_9: 7.50813639e+00 + sys_corr_10: 1.38829369e+01 + sys_corr_11: 6.17302908e+00 + sys_corr_12: 2.13889085e+01 + sys_corr_13: 0.0 + sys_corr_14: 1.61187965e+00 + sys_corr_15: 1.76713711e+01 + sys_corr_16: 5.78455703e+00 + sys_corr_17: 1.96334376e+01 + sys_corr_18: 7.25933551e+00 + sys_corr_19: 5.84997231e+00 + sys_corr_20: 0.0 + sys_corr_21: 2.72198569e+01 + sys_corr_22: 1.56126318e+01 + sys_corr_23: 7.46607367e+00 + sys_corr_24: 2.44614636e+00 + sys_corr_25: 2.14917286e+00 + sys_corr_26: 8.01531734e+00 + sys_corr_27: 1.12236892e+00 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 6.15600000e+01 +- stat: 3.42 + sys_corr_1: 0.417 + sys_corr_2: 9.035 + sys_corr_3: 2.64830568e+00 + sys_corr_4: 1.529 + sys_corr_5: 3.69854945e+00 + sys_corr_6: 1.46280578e+00 + sys_corr_7: 1.47759027e+00 + sys_corr_8: 1.04712308e+00 + sys_corr_9: 3.38772401e+00 + sys_corr_10: 6.72500043e+00 + sys_corr_11: 2.58835020e+00 + sys_corr_12: 1.07048050e+01 + sys_corr_13: 0.0 + sys_corr_14: 9.50398206e-01 + sys_corr_15: 8.34926152e+00 + sys_corr_16: 2.78694133e+00 + sys_corr_17: 7.48892734e+00 + sys_corr_18: 3.22108320e+00 + sys_corr_19: 2.78 + sys_corr_20: 0.0 + sys_corr_21: 1.53102048e+01 + sys_corr_22: 7.05313723e+00 + sys_corr_23: 3.14136925e+00 + sys_corr_24: 1.26635027e+00 + sys_corr_25: 9.50398206e-01 + sys_corr_26: 1.60151889e+00 + sys_corr_27: 6.33175134e-01 + sys_corr_28: 1.39000000e-01 + sys_corr_29: 0.0 + sys_corr_30: 26.41 +- stat: 2.25 + sys_corr_1: 6.16000000e-02 + sys_corr_2: 2.9568 + sys_corr_3: 1.44825517e+00 + sys_corr_4: 0.8008 + sys_corr_5: 1.42747284e+00 + sys_corr_6: 4.92800000e-01 + sys_corr_7: 5.86818814e-01 + sys_corr_8: 2.19955996e-01 + sys_corr_9: 1.27252838e+00 + sys_corr_10: 2.90043782e+00 + sys_corr_11: 9.06901803e-01 + sys_corr_12: 5.35990800e+00 + sys_corr_13: 0.0 + sys_corr_14: 1.02152044e-01 + sys_corr_15: 3.77761717e+00 + sys_corr_16: 1.25753047e+00 + sys_corr_17: 3.82019342e+00 + sys_corr_18: 1.06159518e+00 + sys_corr_19: 9.19368392e-01 + sys_corr_20: 0.0 + sys_corr_21: 7.51570490e+00 + sys_corr_22: 3.70010439e+00 + sys_corr_23: 1.03947148e+00 + sys_corr_24: 3.06456131e-01 + sys_corr_25: 6.12912261e-01 + sys_corr_26: 7.05044226e-01 + sys_corr_27: 2.19955996e-01 + sys_corr_28: 6.16000000e-02 + sys_corr_29: 0.0 + sys_corr_30: 11.704 +- stat: 1.54000000e+00 + sys_corr_1: 0.0 + sys_corr_2: 1.18914049e+00 + sys_corr_3: 5.87335771e-01 + sys_corr_4: 0.4515 + sys_corr_5: 6.93607461e-01 + sys_corr_6: 0.1806 + sys_corr_7: 5.60498856e-01 + sys_corr_8: 2.01355277e-01 + sys_corr_9: 8.47089086e-01 + sys_corr_10: 1.47482321e+00 + sys_corr_11: 5.89837130e-01 + sys_corr_12: 2.76952715e+00 + sys_corr_13: 0.0 + sys_corr_14: 1.49745609e-01 + sys_corr_15: 1.96389525e+00 + sys_corr_16: 6.15395954e-01 + sys_corr_17: 1.70397639e+00 + sys_corr_18: 7.31591011e-01 + sys_corr_19: 6.04065830e-01 + sys_corr_20: 0.0 + sys_corr_21: 4.18841797e+00 + sys_corr_22: 1.71879961e+00 + sys_corr_23: 6.74401231e-01 + sys_corr_24: 3.38875741e-01 + sys_corr_25: 2.55406969e-01 + sys_corr_26: 2.53180188e-01 + sys_corr_27: 1.27703485e-01 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 5.719 +- stat: 5.29000000e-01 + sys_corr_1: 0.0 + sys_corr_2: 0.3375 + sys_corr_3: 2.38156986e-01 + sys_corr_4: 0.1 + sys_corr_5: 0.3 + sys_corr_6: 0.05 + sys_corr_7: 2.98171511e-01 + sys_corr_8: 1.33901783e-01 + sys_corr_9: 3.86237864e-01 + sys_corr_10: 8.54583232e-01 + sys_corr_11: 2.70054971e-01 + sys_corr_12: 1.10797888e+00 + sys_corr_13: 0.0 + sys_corr_14: 1.17924764e-01 + sys_corr_15: 8.81294325e-01 + sys_corr_16: 3.82171019e-01 + sys_corr_17: 7.62500000e-01 + sys_corr_18: 2.80066956e-01 + sys_corr_19: 2.81388855e-01 + sys_corr_20: 0.0 + sys_corr_21: 1.91323515e+00 + sys_corr_22: 6.36733608e-01 + sys_corr_23: 3.25480414e-01 + sys_corr_24: 1.44021483e-01 + sys_corr_25: 1.31547282e-01 + sys_corr_26: 2.10282548e-01 + sys_corr_27: 3.24759526e-02 + sys_corr_28: 0.0125 + sys_corr_29: 0.0 + sys_corr_30: 2.375 +- stat: 2.67000000e-01 + sys_corr_1: 0.0 + sys_corr_2: 0.0862 + sys_corr_3: 1.33610000e-01 + sys_corr_4: 4.31000000e-03 + sys_corr_5: 0.07758 + sys_corr_6: 8.62000000e-03 + sys_corr_7: 1.27564351e-01 + sys_corr_8: 3.01700000e-02 + sys_corr_9: 1.35799202e-01 + sys_corr_10: 3.60928726e-01 + sys_corr_11: 1.09290587e-01 + sys_corr_12: 4.01986932e-01 + sys_corr_13: 0.0 + sys_corr_14: 2.54070753e-02 + sys_corr_15: 3.83783659e-01 + sys_corr_16: 1.31772567e-01 + sys_corr_17: 2.63545134e-01 + sys_corr_18: 1.17006776e-01 + sys_corr_19: 1.05990077e-01 + sys_corr_20: 0.0 + sys_corr_21: 6.96231776e-01 + sys_corr_22: 2.72622406e-01 + sys_corr_23: 1.18877113e-01 + sys_corr_24: 4.96586073e-02 + sys_corr_25: 3.57366321e-02 + sys_corr_26: 5.82647601e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.8189 +- stat: 0.165 + sys_corr_1: 0.0 + sys_corr_2: 0.02656 + sys_corr_3: 0.05146 + sys_corr_4: 0.04482 + sys_corr_5: 1.49400000e-02 + sys_corr_6: 1.43760217e-03 + sys_corr_7: 3.58633002e-02 + sys_corr_8: 7.04278354e-03 + sys_corr_9: 4.08896112e-02 + sys_corr_10: 0.15438 + sys_corr_11: 3.28138797e-02 + sys_corr_12: 1.75575902e-01 + sys_corr_13: 0.0 + sys_corr_14: 1.08853480e-02 + sys_corr_15: 1.44054624e-01 + sys_corr_16: 4.48814394e-02 + sys_corr_17: 1.07127891e-01 + sys_corr_18: 3.93178280e-02 + sys_corr_19: 2.85958791e-02 + sys_corr_20: 0.0 + sys_corr_21: 3.23776606e-01 + sys_corr_22: 1.10894337e-01 + sys_corr_23: 2.47751872e-02 + sys_corr_24: 1.53942067e-02 + sys_corr_25: 2.11283506e-02 + sys_corr_26: 4.55442411e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.3154 +- stat: 0.114 + sys_corr_1: 0.0 + sys_corr_2: 0.01134 + sys_corr_3: 2.34360000e-02 + sys_corr_4: 0.006048 + sys_corr_5: 0.003024 + sys_corr_6: 0.000756 + sys_corr_7: 1.76813515e-02 + sys_corr_8: 6.44819696e-03 + sys_corr_9: 1.66320000e-02 + sys_corr_10: 8.42490687e-02 + sys_corr_11: 0.001512 + sys_corr_12: 7.97597914e-02 + sys_corr_13: 0.0 + sys_corr_14: 1.24395889e-02 + sys_corr_15: 8.46745312e-02 + sys_corr_16: 1.98116720e-02 + sys_corr_17: 5.67100791e-02 + sys_corr_18: 3.76105251e-03 + sys_corr_19: 4.34288936e-03 + sys_corr_20: 0.0 + sys_corr_21: 1.61428130e-01 + sys_corr_22: 4.76459966e-02 + sys_corr_23: 9.88598280e-03 + sys_corr_24: 7.43613529e-03 + sys_corr_25: 1.48722706e-02 + sys_corr_26: 2.80536107e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.002268 + sys_corr_29: 0.0 + sys_corr_30: 0.14364 +- stat: 0.0537 + sys_corr_1: 0.0 + sys_corr_2: 0.003388 + sys_corr_3: 9.54800000e-03 + sys_corr_4: 1.54000000e-03 + sys_corr_5: 0.000616 + sys_corr_6: 5.10760218e-04 + sys_corr_7: 7.31945654e-03 + sys_corr_8: 2.01969107e-03 + sys_corr_9: 1.22000662e-02 + sys_corr_10: 3.13536587e-02 + sys_corr_11: 9.29501953e-03 + sys_corr_12: 4.18551489e-02 + sys_corr_13: 0.0 + sys_corr_14: 1.76261056e-03 + sys_corr_15: 3.00686725e-02 + sys_corr_16: 1.42347991e-02 + sys_corr_17: 2.45836293e-02 + sys_corr_18: 1.03844428e-02 + sys_corr_19: 8.64048425e-03 + sys_corr_20: 0.0 + sys_corr_21: 6.86853812e-02 + sys_corr_22: 2.00389449e-02 + sys_corr_23: 1.30045683e-02 + sys_corr_24: 4.39911991e-03 + sys_corr_25: 6.04143394e-03 + sys_corr_26: 4.28994359e-03 + sys_corr_27: 0.0 + sys_corr_28: 9.24000000e-04 + sys_corr_29: 0.0 + sys_corr_30: 0.05852 +- stat: 0.0297 + sys_corr_1: 0.0 + sys_corr_2: 0.000464 + sys_corr_3: 3.65492052e-03 + sys_corr_4: 0.00058 + sys_corr_5: 0.0 + sys_corr_6: 3.01376841e-04 + sys_corr_7: 2.18483775e-03 + sys_corr_8: 1.15418543e-03 + sys_corr_9: 2.90463629e-03 + sys_corr_10: 1.59604366e-02 + sys_corr_11: 2.59902135e-03 + sys_corr_12: 1.64600485e-02 + sys_corr_13: 0.0 + sys_corr_14: 1.04238764e-03 + sys_corr_15: 1.31244145e-02 + sys_corr_16: 5.98497051e-03 + sys_corr_17: 8.49338660e-03 + sys_corr_18: 3.31514525e-03 + sys_corr_19: 2.84318343e-03 + sys_corr_20: 0.0 + sys_corr_21: 2.66820173e-02 + sys_corr_22: 7.20881904e-03 + sys_corr_23: 3.16139906e-03 + sys_corr_24: 1.13656324e-03 + sys_corr_25: 1.43014405e-03 + sys_corr_26: 1.09434181e-03 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.02204 +- stat: 0.0153 + sys_corr_1: 0.0 + sys_corr_2: 1.52800000e-04 + sys_corr_3: 8.09840000e-03 + sys_corr_4: 7.64e-05 + sys_corr_5: 0.0 + sys_corr_6: 1.36401283e-04 + sys_corr_7: 8.65211026e-04 + sys_corr_8: 2.88403675e-04 + sys_corr_9: 1.37943791e-03 + sys_corr_10: 5.04944905e-03 + sys_corr_11: 8.42134574e-04 + sys_corr_12: 5.59392014e-03 + sys_corr_13: 0.0 + sys_corr_14: 2.35480615e-04 + sys_corr_15: 4.64326460e-03 + sys_corr_16: 2.16361779e-03 + sys_corr_17: 3.22801302e-03 + sys_corr_18: 1.31817678e-03 + sys_corr_19: 9.68654386e-04 + sys_corr_20: 0.0 + sys_corr_21: 9.55549922e-03 + sys_corr_22: 2.92940704e-03 + sys_corr_23: 1.44492478e-03 + sys_corr_24: 4.61572356e-04 + sys_corr_25: 3.80085201e-04 + sys_corr_26: 1.43542568e-03 + sys_corr_27: 0.0 + sys_corr_28: 7.64e-05 + sys_corr_29: 0.0 + sys_corr_30: 0.007258 +- stat: 0.00863 + sys_corr_1: 0.0 + sys_corr_2: 4.96e-05 + sys_corr_3: 2.62880000e-03 + sys_corr_4: 6.2e-05 + sys_corr_5: 0.0 + sys_corr_6: 3.22161450e-05 + sys_corr_7: 3.59546548e-04 + sys_corr_8: 8.47837249e-05 + sys_corr_9: 4.74937806e-04 + sys_corr_10: 1.72929993e-03 + sys_corr_11: 4.35017379e-04 + sys_corr_12: 1.94774754e-03 + sys_corr_13: 0.0 + sys_corr_14: 1.42465154e-04 + sys_corr_15: 1.58393923e-03 + sys_corr_16: 8.47746566e-04 + sys_corr_17: 1.15238304e-03 + sys_corr_18: 3.98539935e-04 + sys_corr_19: 4.27395461e-04 + sys_corr_20: 0.0 + sys_corr_21: 3.34818370e-03 + sys_corr_22: 9.32620973e-04 + sys_corr_23: 5.08362194e-04 + sys_corr_24: 2.04787793e-04 + sys_corr_25: 1.82558155e-04 + sys_corr_26: 1.61080725e-04 + sys_corr_27: 0.0 + sys_corr_28: 6.2e-05 + sys_corr_29: 0.0 + sys_corr_30: 0.002356 +- stat: 0.00353 + sys_corr_1: 0.0 + sys_corr_2: 1.18400000e-05 + sys_corr_3: 6.27520000e-04 + sys_corr_4: 3.25600000e-05 + sys_corr_5: 0.0 + sys_corr_6: 0.0 + sys_corr_7: 9.97107096e-05 + sys_corr_8: 3.48978853e-05 + sys_corr_9: 1.07867534e-04 + sys_corr_10: 4.98764392e-04 + sys_corr_11: 7.74140452e-05 + sys_corr_12: 5.13274157e-04 + sys_corr_13: 0.0 + sys_corr_14: 2.45430234e-05 + sys_corr_15: 4.47449798e-04 + sys_corr_16: 1.84395171e-04 + sys_corr_17: 2.66120298e-04 + sys_corr_18: 1.20490544e-04 + sys_corr_19: 9.14611262e-05 + sys_corr_20: 0.0 + sys_corr_21: 8.39225253e-04 + sys_corr_22: 2.28265712e-04 + sys_corr_23: 1.17359427e-04 + sys_corr_24: 4.44e-05 + sys_corr_25: 3.55200000e-05 + sys_corr_26: 1.01539218e-04 + sys_corr_27: 0.0 + sys_corr_28: 5.92e-06 + sys_corr_29: 0.0 + sys_corr_30: 5.62400000e-04 +- stat: 0.00178 + sys_corr_1: 0.0 + sys_corr_2: 0.0 + sys_corr_3: 1.53276000e-04 + sys_corr_4: 7.23e-06 + sys_corr_5: 0.0 + sys_corr_6: 0.0 + sys_corr_7: 3.94465911e-05 + sys_corr_8: 4.21577822e-06 + sys_corr_9: 2.53359668e-05 + sys_corr_10: 1.40076935e-04 + sys_corr_11: 1.98890716e-05 + sys_corr_12: 1.21397276e-04 + sys_corr_13: 0.0 + sys_corr_14: 7.11154208e-06 + sys_corr_15: 1.28880707e-04 + sys_corr_16: 6.43053531e-05 + sys_corr_17: 8.16317909e-05 + sys_corr_18: 3.32796044e-05 + sys_corr_19: 2.25264106e-05 + sys_corr_20: 0.0 + sys_corr_21: 2.34658614e-04 + sys_corr_22: 6.92987108e-05 + sys_corr_23: 3.00262692e-05 + sys_corr_24: 8.73604224e-06 + sys_corr_25: 1.53541779e-05 + sys_corr_26: 2.49487386e-05 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 1.37370000e-04 +- stat: 1690.0 + sys_corr_1: 25857.0 + sys_corr_2: 4.26943345e+04 + sys_corr_3: 1.04589520e+04 + sys_corr_4: 1.94480000e+03 + sys_corr_5: 1.54843110e+04 + sys_corr_6: 3.88306496e+03 + sys_corr_7: 1.13293490e+03 + sys_corr_8: 4.89703288e+02 + sys_corr_9: 2.54322898e+03 + sys_corr_10: 132.6 + sys_corr_11: 2.88995000e+02 + sys_corr_12: 5.32619170e+03 + sys_corr_13: 0.0 + sys_corr_14: 7.65566457e+01 + sys_corr_15: 7.29969390e+02 + sys_corr_16: 3.82783228e+01 + sys_corr_17: 1.09411741e+03 + sys_corr_18: 5.81440038e+03 + sys_corr_19: 1.57825568e+02 + sys_corr_20: 0.0 + sys_corr_21: 1.90470719e+03 + sys_corr_22: 1.08335093e+03 + sys_corr_23: 5.44934198e+02 + sys_corr_24: 9.90316757e+02 + sys_corr_25: 2.57728074e+02 + sys_corr_26: 6.04021746e+02 + sys_corr_27: 9.50813815e+02 + sys_corr_28: 1679.6 + sys_corr_29: 7425.6 + sys_corr_30: 8398.0 +- stat: 955.0 + sys_corr_1: 5185.8 + sys_corr_2: 7.39876604e+03 + sys_corr_3: 1.90317743e+03 + sys_corr_4: 536.0 + sys_corr_5: 4.46481485e+03 + sys_corr_6: 335.0 + sys_corr_7: 2.42684322e+02 + sys_corr_8: 1.23360083e+02 + sys_corr_9: 8.46509935e+02 + sys_corr_10: 120.6 + sys_corr_11: 4.64189616e+01 + sys_corr_12: 1.78104098e+03 + sys_corr_13: 0.0 + sys_corr_14: 0.0 + sys_corr_15: 6.17673142e+02 + sys_corr_16: 40.2 + sys_corr_17: 3.52180451e+02 + sys_corr_18: 1.84661286e+03 + sys_corr_19: 3.28231626e+01 + sys_corr_20: 13.4 + sys_corr_21: 7.19961686e+02 + sys_corr_22: 2.73963647e+02 + sys_corr_23: 1.21895816e+02 + sys_corr_24: 2.66656633e+02 + sys_corr_25: 1.56699809e+02 + sys_corr_26: 241.2 + sys_corr_27: 3.55226393e+02 + sys_corr_28: 241.2 + sys_corr_29: 2251.2 + sys_corr_30: 2546.0 +- stat: 540.0 + sys_corr_1: 891.7 + sys_corr_2: 1.78125413e+03 + sys_corr_3: 4.82048198e+02 + sys_corr_4: 1.30140000e+02 + sys_corr_5: 1.31901438e+03 + sys_corr_6: 1.31736870e+02 + sys_corr_7: 1.25204081e+02 + sys_corr_8: 6.11114416e+01 + sys_corr_9: 2.87780642e+02 + sys_corr_10: 6.39445260e+01 + sys_corr_11: 2.50454547e+01 + sys_corr_12: 7.12329306e+02 + sys_corr_13: 0.0 + sys_corr_14: 0.0 + sys_corr_15: 2.41998083e+02 + sys_corr_16: 7.99306574e+00 + sys_corr_17: 1.30318396e+02 + sys_corr_18: 8.37224427e+02 + sys_corr_19: 4.43728059e+01 + sys_corr_20: 0.0 + sys_corr_21: 1.22957246e+02 + sys_corr_22: 1.26702756e+02 + sys_corr_23: 6.59125087e+01 + sys_corr_24: 1.17151783e+02 + sys_corr_25: 4.74102805e+01 + sys_corr_26: 3.63902020e+01 + sys_corr_27: 1.14265519e+02 + sys_corr_28: 5.30200000e+01 + sys_corr_29: 795.3 + sys_corr_30: 915.8 +- stat: 223.0 + sys_corr_1: 165.55 + sys_corr_2: 5.09586286e+02 + sys_corr_3: 1.40833206e+02 + sys_corr_4: 73.1 + sys_corr_5: 4.52730733e+02 + sys_corr_6: 6.24240939e+01 + sys_corr_7: 6.18288565e+01 + sys_corr_8: 4.22954785e+01 + sys_corr_9: 1.50622807e+02 + sys_corr_10: 17.2 + sys_corr_11: 2.73650324e+01 + sys_corr_12: 3.32456677e+02 + sys_corr_13: 0.0 + sys_corr_14: 2.15 + sys_corr_15: 1.36736450e+02 + sys_corr_16: 1.40984928e+01 + sys_corr_17: 1.24477388e+02 + sys_corr_18: 3.27963103e+02 + sys_corr_19: 3.09144283e+01 + sys_corr_20: 0.0 + sys_corr_21: 2.73320732e+02 + sys_corr_22: 8.55891750e+01 + sys_corr_23: 2.81148982e+01 + sys_corr_24: 4.32545590e+01 + sys_corr_25: 4.74341847e+01 + sys_corr_26: 3.28183257e+01 + sys_corr_27: 9.34199122e+01 + sys_corr_28: 10.75 + sys_corr_29: 318.2 + sys_corr_30: 408.5 +- stat: 79.5 + sys_corr_1: 35.31 + sys_corr_2: 2.11865404e+02 + sys_corr_3: 6.04597343e+01 + sys_corr_4: 17.12 + sys_corr_5: 1.74959724e+02 + sys_corr_6: 2.90480860e+01 + sys_corr_7: 3.26130664e+01 + sys_corr_8: 8.06058776e+00 + sys_corr_9: 5.34652137e+01 + sys_corr_10: 2.57245447e+01 + sys_corr_11: 1.85329436e+00 + sys_corr_12: 2.08149380e+02 + sys_corr_13: 0.0 + sys_corr_14: 3.70658873e+00 + sys_corr_15: 6.43602999e+01 + sys_corr_16: 5.55988309e+00 + sys_corr_17: 2.22588291e+01 + sys_corr_18: 1.88224983e+02 + sys_corr_19: 6.99603280e+00 + sys_corr_20: 9.26647182e-01 + sys_corr_21: 1.74743646e+02 + sys_corr_22: 3.23487032e+01 + sys_corr_23: 7.49 + sys_corr_24: 1.76712047e+01 + sys_corr_25: 1.77439426e+00 + sys_corr_26: 1.33963829e+01 + sys_corr_27: 1.00943598e+01 + sys_corr_28: 3.21 + sys_corr_29: 1.23050000e+02 + sys_corr_30: 203.3 +- stat: 59.6 + sys_corr_1: 8.655 + sys_corr_2: 8.97244276e+01 + sys_corr_3: 3.51970000e+01 + sys_corr_4: 20.195 + sys_corr_5: 7.41124999e+01 + sys_corr_6: 1.42829354e+01 + sys_corr_7: 1.84346759e+01 + sys_corr_8: 1.03378048e+01 + sys_corr_9: 3.20884117e+01 + sys_corr_10: 1.37120988e+01 + sys_corr_11: 8.11910968e+00 + sys_corr_12: 1.06395108e+02 + sys_corr_13: 0.0 + sys_corr_14: 2.82671116e+00 + sys_corr_15: 4.02609994e+01 + sys_corr_16: 8.49484319e+00 + sys_corr_17: 1.52332371e+01 + sys_corr_18: 8.80161444e+01 + sys_corr_19: 3.77262704e+00 + sys_corr_20: 9.99393316e-01 + sys_corr_21: 1.47469224e+02 + sys_corr_22: 2.45072217e+01 + sys_corr_23: 8.11910968e+00 + sys_corr_24: 9.10490642e+00 + sys_corr_25: 6.80272967e+00 + sys_corr_26: 1.64925132e+01 + sys_corr_27: 1.18073714e+01 + sys_corr_28: 1.15400000e+00 + sys_corr_29: 46.737 + sys_corr_30: 1.09630000e+02 +- stat: 24.2 + sys_corr_1: 1.345 + sys_corr_2: 2.99941031e+01 + sys_corr_3: 1.70825590e+01 + sys_corr_4: 6.18700000e+00 + sys_corr_5: 2.50224228e+01 + sys_corr_6: 5.27644717e+00 + sys_corr_7: 6.98364618e+00 + sys_corr_8: 3.09934231e+00 + sys_corr_9: 1.66953458e+01 + sys_corr_10: 5.51777951e+00 + sys_corr_11: 1.10092995e+00 + sys_corr_12: 5.64481935e+01 + sys_corr_13: 0.0 + sys_corr_14: 5.38000000e-01 + sys_corr_15: 1.87196750e+01 + sys_corr_16: 2.02644683e+00 + sys_corr_17: 5.89809721e+00 + sys_corr_18: 4.48157552e+01 + sys_corr_19: 4.65921667e-01 + sys_corr_20: 0.0 + sys_corr_21: 8.79835633e+01 + sys_corr_22: 9.34460469e+00 + sys_corr_23: 3.49441250e+00 + sys_corr_24: 5.70635172e+00 + sys_corr_25: 1.75881572e+00 + sys_corr_26: 7.42922289e+00 + sys_corr_27: 3.31645473e+00 + sys_corr_28: 2.69000000e-01 + sys_corr_29: 11.029 + sys_corr_30: 51.11 +- stat: 9.2 + sys_corr_1: 0.204 + sys_corr_2: 8.41530909e+00 + sys_corr_3: 3.67200000e+00 + sys_corr_4: 2.04 + sys_corr_5: 7.19660420e+00 + sys_corr_6: 1.27703837e+00 + sys_corr_7: 2.66910828e+00 + sys_corr_8: 3.08834373e+00 + sys_corr_9: 5.95980335e+00 + sys_corr_10: 3.32401083e+00 + sys_corr_11: 4.20556774e-01 + sys_corr_12: 2.30918516e+01 + sys_corr_13: 0.0 + sys_corr_14: 8.83345912e-02 + sys_corr_15: 1.04083741e+01 + sys_corr_16: 1.69685209e+00 + sys_corr_17: 3.77641139e+00 + sys_corr_18: 1.97624835e+01 + sys_corr_19: 1.69147864e-01 + sys_corr_20: 0.0 + sys_corr_21: 4.19309334e+01 + sys_corr_22: 3.00337610e+00 + sys_corr_23: 1.19278959e+00 + sys_corr_24: 2.14139277e+00 + sys_corr_25: 1.42343915e+00 + sys_corr_26: 2.18943897e+00 + sys_corr_27: 2.21835344e+00 + sys_corr_28: 0.102 + sys_corr_29: 1.53000000e+00 + sys_corr_30: 1.93800000e+01 +- stat: 2.15 + sys_corr_1: 0.0 + sys_corr_2: 2.7594 + sys_corr_3: 1.46762683e+00 + sys_corr_4: 1.1388 + sys_corr_5: 2.65731030e+00 + sys_corr_6: 3.12794565e-01 + sys_corr_7: 7.03532174e-01 + sys_corr_8: 5.55328038e-01 + sys_corr_9: 3.58592020e+00 + sys_corr_10: 1.68658439e+00 + sys_corr_11: 2.70001333e-01 + sys_corr_12: 1.06142502e+01 + sys_corr_13: 0.0 + sys_corr_14: 0.0876 + sys_corr_15: 4.93537770e+00 + sys_corr_16: 5.04651276e-01 + sys_corr_17: 2.04820621e+00 + sys_corr_18: 8.75044091e+00 + sys_corr_19: 0.1752 + sys_corr_20: 0.0 + sys_corr_21: 2.11800402e+01 + sys_corr_22: 2.22939418e+00 + sys_corr_23: 5.12197882e-01 + sys_corr_24: 9.85986547e-01 + sys_corr_25: 6.59913540e-01 + sys_corr_26: 9.97592477e-01 + sys_corr_27: 1.99518495e-01 + sys_corr_28: 0.0 + sys_corr_29: 0.219 + sys_corr_30: 8.322 +- stat: 1.4 + sys_corr_1: 0.0 + sys_corr_2: 8.41156173e-01 + sys_corr_3: 5.67000000e-01 + sys_corr_4: 0.6804 + sys_corr_5: 1.04958832e+00 + sys_corr_6: 0.0756 + sys_corr_7: 3.93283524e-01 + sys_corr_8: 2.27389858e-01 + sys_corr_9: 7.17391321e-01 + sys_corr_10: 5.77610717e-01 + sys_corr_11: 4.62953561e-02 + sys_corr_12: 4.36924304e+00 + sys_corr_13: 0.0 + sys_corr_14: 3.27357603e-02 + sys_corr_15: 1.69413490e+00 + sys_corr_16: 1.61204924e-01 + sys_corr_17: 3.55601378e-01 + sys_corr_18: 2.90351923e+00 + sys_corr_19: 1.11413857e-01 + sys_corr_20: 0.0 + sys_corr_21: 1.15577286e+01 + sys_corr_22: 1.42378606e-01 + sys_corr_23: 1.90880643e-01 + sys_corr_24: 2.54097831e-01 + sys_corr_25: 2.19394730e-01 + sys_corr_26: 6.25986717e-01 + sys_corr_27: 3.03578952e-01 + sys_corr_28: 0.0 + sys_corr_29: 0.0189 + sys_corr_30: 3.591 +- stat: 0.957 + sys_corr_1: 0.0 + sys_corr_2: 0.3592 + sys_corr_3: 3.72724092e-01 + sys_corr_4: 3.95120000e-01 + sys_corr_5: 4.69264075e-01 + sys_corr_6: 0.06286 + sys_corr_7: 2.27355441e-01 + sys_corr_8: 1.48916453e-02 + sys_corr_9: 6.28776368e-01 + sys_corr_10: 3.74262441e-01 + sys_corr_11: 8.26696674e-02 + sys_corr_12: 2.35443887e+00 + sys_corr_13: 0.0 + sys_corr_14: 0.0 + sys_corr_15: 8.53194521e-01 + sys_corr_16: 5.53564377e-02 + sys_corr_17: 2.38266325e-01 + sys_corr_18: 1.60239539e+00 + sys_corr_19: 3.70254885e-02 + sys_corr_20: 0.0 + sys_corr_21: 6.06695041e+00 + sys_corr_22: 4.00265305e-01 + sys_corr_23: 1.42199087e-01 + sys_corr_24: 1.92756490e-01 + sys_corr_25: 8.26696674e-02 + sys_corr_26: 3.08832371e-01 + sys_corr_27: 6.64459322e-02 + sys_corr_28: 0.0 + sys_corr_29: 0.00898 + sys_corr_30: 1.7062 +- stat: 0.296 + sys_corr_1: 0.0 + sys_corr_2: 0.11136 + sys_corr_3: 1.46160000e-01 + sys_corr_4: 0.087 + sys_corr_5: 1.73817204e-01 + sys_corr_6: 4.27275415e-02 + sys_corr_7: 1.53465633e-01 + sys_corr_8: 5.77092714e-02 + sys_corr_9: 3.35382461e-01 + sys_corr_10: 2.14655641e-01 + sys_corr_11: 1.73127814e-02 + sys_corr_12: 9.40231343e-01 + sys_corr_13: 0.0 + sys_corr_14: 3.01376841e-03 + sys_corr_15: 5.35453726e-01 + sys_corr_16: 6.57296372e-02 + sys_corr_17: 9.76107433e-02 + sys_corr_18: 7.65953850e-01 + sys_corr_19: 1.15418543e-02 + sys_corr_20: 0.0 + sys_corr_21: 2.58740925e+00 + sys_corr_22: 1.56909028e-01 + sys_corr_23: 3.01376841e-02 + sys_corr_24: 6.43564822e-02 + sys_corr_25: 8.07929799e-02 + sys_corr_26: 1.10308315e-01 + sys_corr_27: 4.97043419e-02 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.6612 +- stat: 1.42000000e-01 + sys_corr_1: 0.0 + sys_corr_2: 0.02398 + sys_corr_3: 6.37696579e-02 + sys_corr_4: 0.02834 + sys_corr_5: 5.38530603e-02 + sys_corr_6: 1.95821162e-02 + sys_corr_7: 5.69805254e-02 + sys_corr_8: 2.25171418e-02 + sys_corr_9: 8.39441547e-02 + sys_corr_10: 5.65960917e-02 + sys_corr_11: 1.92763657e-02 + sys_corr_12: 3.48463897e-01 + sys_corr_13: 0.0 + sys_corr_14: 2.83190307e-03 + sys_corr_15: 1.98466822e-01 + sys_corr_16: 1.80015076e-02 + sys_corr_17: 1.90672127e-02 + sys_corr_18: 2.65026389e-01 + sys_corr_19: 1.16762355e-02 + sys_corr_20: 0.0 + sys_corr_21: 9.00499659e-01 + sys_corr_22: 3.45204910e-02 + sys_corr_23: 2.16015341e-02 + sys_corr_24: 2.85071991e-02 + sys_corr_25: 9.24895670e-03 + sys_corr_26: 3.92400000e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.2071 +- stat: 8.34000000e-02 + sys_corr_1: 0.0 + sys_corr_2: 6.76800000e-03 + sys_corr_3: 2.16216347e-02 + sys_corr_4: 0.0188 + sys_corr_5: 1.73775469e-02 + sys_corr_6: 8.29546671e-03 + sys_corr_7: 0.0282 + sys_corr_8: 3.58188107e-03 + sys_corr_9: 2.48074531e-02 + sys_corr_10: 1.11713770e-02 + sys_corr_11: 2.83873775e-03 + sys_corr_12: 1.73498130e-01 + sys_corr_13: 0.0 + sys_corr_14: 3.20703976e-03 + sys_corr_15: 8.90826450e-02 + sys_corr_16: 4.78569870e-03 + sys_corr_17: 1.67815670e-02 + sys_corr_18: 0.08836 + sys_corr_19: 2.83873775e-03 + sys_corr_20: 0.0 + sys_corr_21: 3.37460943e-01 + sys_corr_22: 1.16787198e-02 + sys_corr_23: 8.36335913e-03 + sys_corr_24: 9.92490443e-03 + sys_corr_25: 5.40643025e-03 + sys_corr_26: 1.55518164e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 7.14400000e-02 +- stat: 0.0536 + sys_corr_1: 0.0 + sys_corr_2: 0.001672 + sys_corr_3: 0.008816 + sys_corr_4: 0.004256 + sys_corr_5: 5.48623149e-03 + sys_corr_6: 3.97531584e-03 + sys_corr_7: 1.36867539e-02 + sys_corr_8: 8.19215137e-03 + sys_corr_9: 2.46835083e-02 + sys_corr_10: 1.75918249e-02 + sys_corr_11: 3.11785311e-03 + sys_corr_12: 6.73678593e-02 + sys_corr_13: 0.0 + sys_corr_14: 0.0 + sys_corr_15: 3.74947369e-02 + sys_corr_16: 7.69779085e-03 + sys_corr_17: 1.38634916e-02 + sys_corr_18: 4.45365188e-02 + sys_corr_19: 3.29089653e-03 + sys_corr_20: 0.0 + sys_corr_21: 1.50647337e-01 + sys_corr_22: 1.73151619e-02 + sys_corr_23: 0.002888 + sys_corr_24: 1.52674902e-02 + sys_corr_25: 5.68325541e-03 + sys_corr_26: 1.43676186e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 2.88800000e-02 +- stat: 0.0219 + sys_corr_1: 0.0 + sys_corr_2: 4.59900000e-04 + sys_corr_3: 2.93847217e-03 + sys_corr_4: 3.37260000e-03 + sys_corr_5: 1.10634745e-03 + sys_corr_6: 7.69899130e-04 + sys_corr_7: 4.25113919e-03 + sys_corr_8: 1.32761694e-04 + sys_corr_9: 8.30371069e-03 + sys_corr_10: 6.50276362e-03 + sys_corr_11: 1.69479527e-04 + sys_corr_12: 2.14996229e-02 + sys_corr_13: 0.0 + sys_corr_14: 8.85077963e-05 + sys_corr_15: 1.09037151e-02 + sys_corr_16: 2.07742084e-03 + sys_corr_17: 2.48137727e-03 + sys_corr_18: 1.85794709e-02 + sys_corr_19: 8.85077963e-05 + sys_corr_20: 0.0 + sys_corr_21: 5.73593118e-02 + sys_corr_22: 3.28265302e-03 + sys_corr_23: 2.05212790e-03 + sys_corr_24: 1.68164813e-03 + sys_corr_25: 5.08438580e-04 + sys_corr_26: 2.67812268e-03 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 9.70900000e-03 +- stat: 0.00963 + sys_corr_1: 0.0 + sys_corr_2: 1.14300000e-04 + sys_corr_3: 7.36600000e-04 + sys_corr_4: 4.31800000e-04 + sys_corr_5: 1.20983749e-04 + sys_corr_6: 0.0 + sys_corr_7: 1.00675040e-03 + sys_corr_8: 2.18867837e-04 + sys_corr_9: 1.88508389e-03 + sys_corr_10: 1.60352274e-03 + sys_corr_11: 1.36044212e-04 + sys_corr_12: 6.53395869e-03 + sys_corr_13: 0.0 + sys_corr_14: 6.59911358e-05 + sys_corr_15: 3.31109119e-03 + sys_corr_16: 3.62784564e-04 + sys_corr_17: 8.37911314e-04 + sys_corr_18: 3.76427550e-03 + sys_corr_19: 6.59911358e-05 + sys_corr_20: 0.0 + sys_corr_21: 1.65768170e-02 + sys_corr_22: 7.94207068e-04 + sys_corr_23: 3.26947928e-04 + sys_corr_24: 5.75297384e-04 + sys_corr_25: 1.97565635e-04 + sys_corr_26: 5.77919776e-04 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.002413 +- stat: 0.00401 + sys_corr_1: 0.0 + sys_corr_2: 0.0 + sys_corr_3: 8.29260000e-04 + sys_corr_4: 1.54470000e-04 + sys_corr_5: 0.0 + sys_corr_6: 0.0 + sys_corr_7: 3.32833899e-04 + sys_corr_8: 1.25247745e-04 + sys_corr_9: 4.62090761e-04 + sys_corr_10: 4.25571397e-04 + sys_corr_11: 8.91832961e-05 + sys_corr_12: 1.66858719e-03 + sys_corr_13: 0.0 + sys_corr_14: 0.0 + sys_corr_15: 9.36488329e-04 + sys_corr_16: 2.03100895e-04 + sys_corr_17: 9.41115540e-05 + sys_corr_18: 9.71832601e-04 + sys_corr_19: 4.15214098e-05 + sys_corr_20: 0.0 + sys_corr_21: 4.15596503e-03 + sys_corr_22: 2.22133230e-04 + sys_corr_23: 1.30664442e-04 + sys_corr_24: 1.66196149e-04 + sys_corr_25: 9.22196714e-05 + sys_corr_26: 5.55305385e-04 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 5.14900000e-04 +- stat: 2130.0 + sys_corr_1: 67331.7 + sys_corr_2: 7.31030484e+04 + sys_corr_3: 1.66264588e+04 + sys_corr_4: 3.97740000e+03 + sys_corr_5: 1.73398648e+04 + sys_corr_6: 3598.6 + sys_corr_7: 7.38113452e+02 + sys_corr_8: 7.38113452e+02 + sys_corr_9: 1.71508995e+03 + sys_corr_10: 1.56398419e+03 + sys_corr_11: 0.0 + sys_corr_12: 94.7 + sys_corr_13: 1.44553276e+03 + sys_corr_14: 5.58248267e+02 + sys_corr_15: 8.20126057e+01 + sys_corr_16: 7.85210919e+02 + sys_corr_17: 2.34418368e+03 + sys_corr_18: 1.28020250e+03 + sys_corr_19: 0.0 + sys_corr_20: 6.94545579e+03 + sys_corr_21: 6.32632149e+03 + sys_corr_22: 1.57042184e+03 + sys_corr_23: 1.23836319e+03 + sys_corr_24: 473.5 + sys_corr_25: 4.10063029e+02 + sys_corr_26: 2.31966679e+02 + sys_corr_27: 1.15983339e+03 + sys_corr_28: 852.3 + sys_corr_29: 19129.4 + sys_corr_30: 17993.0 +- stat: 1180.0 + sys_corr_1: 15563.2 + sys_corr_2: 1.27125693e+04 + sys_corr_3: 3.25235803e+03 + sys_corr_4: 1164.4 + sys_corr_5: 5.17182247e+03 + sys_corr_6: 7.91132454e+02 + sys_corr_7: 3.71378190e+02 + sys_corr_8: 1.29368157e+02 + sys_corr_9: 4.02639491e+02 + sys_corr_10: 4.92516924e+02 + sys_corr_11: 0.0 + sys_corr_12: 5.68000000e+01 + sys_corr_13: 2.30722691e+02 + sys_corr_14: 2.84000000e+01 + sys_corr_15: 4.91902429e+01 + sys_corr_16: 3.25052857e+02 + sys_corr_17: 5.57067285e+02 + sys_corr_18: 2.57172938e+02 + sys_corr_19: 0.0 + sys_corr_20: 2.01679996e+03 + sys_corr_21: 1.20850259e+03 + sys_corr_22: 8.35148346e+02 + sys_corr_23: 2.32029912e+02 + sys_corr_24: 2.84000000e+01 + sys_corr_25: 1.20490996e+02 + sys_corr_26: 4.41800317e+02 + sys_corr_27: 7.96719976e+02 + sys_corr_28: 255.6 + sys_corr_29: 2.38560000e+03 + sys_corr_30: 5396.0 +- stat: 676.0 + sys_corr_1: 4056.0 + sys_corr_2: 3.26107170e+03 + sys_corr_3: 6.08444443e+02 + sys_corr_4: 218.4 + sys_corr_5: 1.76832879e+03 + sys_corr_6: 2.80366332e+02 + sys_corr_7: 2.04592082e+02 + sys_corr_8: 5.95167203e+01 + sys_corr_9: 1.82222721e+02 + sys_corr_10: 4.08489706e+02 + sys_corr_11: 0.0 + sys_corr_12: 3.40986803e+01 + sys_corr_13: 1.81925699e+02 + sys_corr_14: 1.72464489e+01 + sys_corr_15: 5.17393467e+01 + sys_corr_16: 2.31326955e+02 + sys_corr_17: 2.67332602e+02 + sys_corr_18: 8.62322445e+01 + sys_corr_19: 0.0 + sys_corr_20: 8.17227606e+02 + sys_corr_21: 1.12372950e+02 + sys_corr_22: 2.81521296e+02 + sys_corr_23: 1.01898773e+02 + sys_corr_24: 1.80133284e+01 + sys_corr_25: 5.17393467e+01 + sys_corr_26: 6.79988235e+01 + sys_corr_27: 1.45134972e+02 + sys_corr_28: 52.0 + sys_corr_29: 3.01600000e+02 + sys_corr_30: 1976.0 +- stat: 248.0 + sys_corr_1: 1223.04 + sys_corr_2: 1.05067940e+03 + sys_corr_3: 210.56 + sys_corr_4: 1.43360000e+02 + sys_corr_5: 6.31739572e+02 + sys_corr_6: 1.14283913e+02 + sys_corr_7: 1.42711031e+02 + sys_corr_8: 5.68006761e+01 + sys_corr_9: 7.18198635e+01 + sys_corr_10: 1.56800000e+02 + sys_corr_11: 0.0 + sys_corr_12: 3.87979381e+00 + sys_corr_13: 1.60531597e+02 + sys_corr_14: 6.96924444e+01 + sys_corr_15: 1.09737140e+01 + sys_corr_16: 1.47006133e+02 + sys_corr_17: 1.33105768e+02 + sys_corr_18: 9.15938164e+01 + sys_corr_19: 0.0 + sys_corr_20: 3.04705875e+02 + sys_corr_21: 1.33105768e+02 + sys_corr_22: 1.17231422e+02 + sys_corr_23: 5.85836018e+01 + sys_corr_24: 7.09411925e+01 + sys_corr_25: 3.76826326e+01 + sys_corr_26: 2.57356407e+01 + sys_corr_27: 4.54118222e+01 + sys_corr_28: 1.34400000e+01 + sys_corr_29: 44.8 + sys_corr_30: 8.51200000e+02 +- stat: 97.4 + sys_corr_1: 4.34160000e+02 + sys_corr_2: 4.55800946e+02 + sys_corr_3: 9.82918674e+01 + sys_corr_4: 3.88800000e+01 + sys_corr_5: 2.39777026e+02 + sys_corr_6: 5.19299220e+01 + sys_corr_7: 7.23519398e+01 + sys_corr_8: 1.96785365e+01 + sys_corr_9: 3.25436814e+01 + sys_corr_10: 1.07192380e+02 + sys_corr_11: 1.87061487e+00 + sys_corr_12: 3.58195477e+00 + sys_corr_13: 2.91999726e+01 + sys_corr_14: 1.68355338e+01 + sys_corr_15: 3.58195477e+00 + sys_corr_16: 4.97738244e+01 + sys_corr_17: 4.45164419e+01 + sys_corr_18: 3.56727123e+01 + sys_corr_19: 0.0 + sys_corr_20: 1.82832868e+02 + sys_corr_21: 3.15980759e+01 + sys_corr_22: 4.33482456e+01 + sys_corr_23: 2.27313704e+01 + sys_corr_24: 1.19777794e+01 + sys_corr_25: 7.71274270e+00 + sys_corr_26: 2.00310160e+01 + sys_corr_27: 2.12461008e+01 + sys_corr_28: 6.48000000e+00 + sys_corr_29: 8.64 + sys_corr_30: 410.4 +- stat: 76.0 + sys_corr_1: 191.16 + sys_corr_2: 1.73468027e+02 + sys_corr_3: 7.96543703e+01 + sys_corr_4: 4.13000000e+01 + sys_corr_5: 1.06840513e+02 + sys_corr_6: 2.54931893e+01 + sys_corr_7: 2.43763553e+01 + sys_corr_8: 7.08 + sys_corr_9: 1.72921340e+01 + sys_corr_10: 6.45746847e+01 + sys_corr_11: 0.0 + sys_corr_12: 6.54341654e+00 + sys_corr_13: 12.98 + sys_corr_14: 4.08763991e+00 + sys_corr_15: 4.82935814e+00 + sys_corr_16: 3.84542429e+01 + sys_corr_17: 3.77600000e+01 + sys_corr_18: 2.45258394e+01 + sys_corr_19: 0.0 + sys_corr_20: 8.57592957e+01 + sys_corr_21: 4.09912027e+01 + sys_corr_22: 3.48998840e+01 + sys_corr_23: 2.06752703e+01 + sys_corr_24: 1.02190998e+00 + sys_corr_25: 7.71525113e+00 + sys_corr_26: 1.17408518e+01 + sys_corr_27: 1.55987788e+01 + sys_corr_28: 1.18000000e+00 + sys_corr_29: 2.36000000e+00 + sys_corr_30: 2.24200000e+02 +- stat: 32.4 + sys_corr_1: 69.81 + sys_corr_2: 6.09506828e+01 + sys_corr_3: 4.72621019e+01 + sys_corr_4: 7.51800000e+00 + sys_corr_5: 3.99983901e+01 + sys_corr_6: 9.99959753e+00 + sys_corr_7: 3.31029032e+00 + sys_corr_8: 2.27829805e+00 + sys_corr_9: 4.58026689e+00 + sys_corr_10: 3.61070111e+01 + sys_corr_11: 0.0 + sys_corr_12: 1.39516693e+00 + sys_corr_13: 5.06604787e+00 + sys_corr_14: 1.611 + sys_corr_15: 1.86022257e+00 + sys_corr_16: 1.30878259e+01 + sys_corr_17: 1.55451993e+01 + sys_corr_18: 8.37100155e+00 + sys_corr_19: 0.0 + sys_corr_20: 4.75540713e+01 + sys_corr_21: 1.46769085e+01 + sys_corr_22: 1.31647168e+01 + sys_corr_23: 4.04536040e+00 + sys_corr_24: 1.074 + sys_corr_25: 0.537 + sys_corr_26: 1.20645867e+01 + sys_corr_27: 8.83605719e+00 + sys_corr_28: 0.537 + sys_corr_29: 0.537 + sys_corr_30: 102.03 +- stat: 9.36 + sys_corr_1: 18.86 + sys_corr_2: 1.85530663e+01 + sys_corr_3: 9.02 + sys_corr_4: 2.46 + sys_corr_5: 1.45112635e+01 + sys_corr_6: 3.00414193e+00 + sys_corr_7: 2.37967829e+00 + sys_corr_8: 3.24619296e+00 + sys_corr_9: 5.12397490e+00 + sys_corr_10: 1.27133060e+01 + sys_corr_11: 0.0 + sys_corr_12: 3.39954041e-01 + sys_corr_13: 2.80145833e+00 + sys_corr_14: 8.87676039e-01 + sys_corr_15: 5.32605623e-01 + sys_corr_16: 9.24547727e+00 + sys_corr_17: 5.02459140e+00 + sys_corr_18: 2.86083358e+00 + sys_corr_19: 0.0 + sys_corr_20: 2.03415376e+01 + sys_corr_21: 7.75417750e+00 + sys_corr_22: 5.33787879e+00 + sys_corr_23: 1.99546204e+00 + sys_corr_24: 0.41 + sys_corr_25: 1.99546204e+00 + sys_corr_26: 2.68072285e+00 + sys_corr_27: 1.73948268e+00 + sys_corr_28: 0.41 + sys_corr_29: 0.0 + sys_corr_30: 3.89500000e+01 +- stat: 2.69 + sys_corr_1: 3.8963 + sys_corr_2: 5.84474396e+00 + sys_corr_3: 2.9844 + sys_corr_4: 1.57510000e+00 + sys_corr_5: 6.01739231e+00 + sys_corr_6: 9.19405476e-01 + sys_corr_7: 1.25176255e+00 + sys_corr_8: 1.16281842e+00 + sys_corr_9: 1.28628640e+00 + sys_corr_10: 6.88469402e+00 + sys_corr_11: 7.17935060e-02 + sys_corr_12: 7.17935060e-02 + sys_corr_13: 1.07690259e+00 + sys_corr_14: 0.4145 + sys_corr_15: 1.37474098e-01 + sys_corr_16: 3.37021893e+00 + sys_corr_17: 2.44625244e+00 + sys_corr_18: 7.63175437e-01 + sys_corr_19: 0.0 + sys_corr_20: 9.48616553e+00 + sys_corr_21: 3.58200914e+00 + sys_corr_22: 2.5699 + sys_corr_23: 1.38903892e+00 + sys_corr_24: 4.12422293e-01 + sys_corr_25: 4.88688293e-01 + sys_corr_26: 5.43611654e-01 + sys_corr_27: 6.25881275e-01 + sys_corr_28: 0.0829 + sys_corr_29: 0.0 + sys_corr_30: 1.57510000e+01 +- stat: 6.56 + sys_corr_1: 0.6308 + sys_corr_2: 1.82600000e+00 + sys_corr_3: 1.494 + sys_corr_4: 0.5312 + sys_corr_5: 1.99255326e+00 + sys_corr_6: 0.2656 + sys_corr_7: 7.51963510e-01 + sys_corr_8: 4.48814394e-01 + sys_corr_9: 6.51219502e-01 + sys_corr_10: 2.87956177e+00 + sys_corr_11: 2.87520434e-02 + sys_corr_12: 1.36887107e-01 + sys_corr_13: 4.88784738e-01 + sys_corr_14: 1.10111943e-01 + sys_corr_15: 1.51233197e-01 + sys_corr_16: 1.71767893e+00 + sys_corr_17: 9.48817432e-01 + sys_corr_18: 4.81972074e-01 + sys_corr_19: 0.0 + sys_corr_20: 5.05390265e+00 + sys_corr_21: 1.22929697e+00 + sys_corr_22: 7.95934947e-01 + sys_corr_23: 1.18547712e-01 + sys_corr_24: 8.62561302e-02 + sys_corr_25: 2.17706959e-01 + sys_corr_26: 1.41119528e+00 + sys_corr_27: 3.99436153e-01 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 6.308 +- stat: 1.14 + sys_corr_1: 0.1216 + sys_corr_2: 0.6232 + sys_corr_3: 0.6232 + sys_corr_4: 0.608 + sys_corr_5: 0.608 + sys_corr_6: 8.42880774e-02 + sys_corr_7: 2.76957181e-01 + sys_corr_8: 1.68404751e-01 + sys_corr_9: 4.84198141e-01 + sys_corr_10: 1.69891876e+00 + sys_corr_11: 2.63271723e-02 + sys_corr_12: 1.93464415e-01 + sys_corr_13: 3.05043210e-01 + sys_corr_14: 1.54075825e-01 + sys_corr_15: 3.86928831e-01 + sys_corr_16: 8.64397686e-01 + sys_corr_17: 3.94834446e-01 + sys_corr_18: 3.70456151e-01 + sys_corr_19: 0.0 + sys_corr_20: 2.50809212e+00 + sys_corr_21: 8.44215991e-01 + sys_corr_22: 5.42269453e-01 + sys_corr_23: 3.00464440e-01 + sys_corr_24: 1.51238090e-01 + sys_corr_25: 1.12469729e-01 + sys_corr_26: 5.03439053e-01 + sys_corr_27: 0.304 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 2.888 +- stat: 0.347 + sys_corr_1: 0.01082 + sys_corr_2: 1.94760000e-01 + sys_corr_3: 2.19138393e-01 + sys_corr_4: 0.11361 + sys_corr_5: 0.09197 + sys_corr_6: 1.40555923e-02 + sys_corr_7: 1.33836009e-01 + sys_corr_8: 9.31950035e-02 + sys_corr_9: 2.03630991e-01 + sys_corr_10: 6.08637022e-01 + sys_corr_11: 0.0 + sys_corr_12: 5.99387961e-02 + sys_corr_13: 1.59640841e-01 + sys_corr_14: 4.07549344e-02 + sys_corr_15: 2.46437228e-02 + sys_corr_16: 3.66155498e-01 + sys_corr_17: 2.28424397e-01 + sys_corr_18: 9.32342518e-02 + sys_corr_19: 0.0 + sys_corr_20: 1.11795723e+00 + sys_corr_21: 3.32736991e-01 + sys_corr_22: 2.20884410e-01 + sys_corr_23: 1.21303492e-01 + sys_corr_24: 3.58858802e-02 + sys_corr_25: 5.48388300e-02 + sys_corr_26: 0.15689 + sys_corr_27: 4.07549344e-02 + sys_corr_28: 0.01082 + sys_corr_29: 0.0 + sys_corr_30: 1.0279 +- stat: 0.162 + sys_corr_1: 0.00142 + sys_corr_2: 0.03834 + sys_corr_3: 9.44353382e-02 + sys_corr_4: 2.41400000e-02 + sys_corr_5: 7.10000000e-03 + sys_corr_6: 0.00284 + sys_corr_7: 7.77506733e-02 + sys_corr_8: 1.28586469e-02 + sys_corr_9: 3.32110042e-02 + sys_corr_10: 2.11731238e-01 + sys_corr_11: 0.0 + sys_corr_12: 8.12632143e-03 + sys_corr_13: 3.41391154e-02 + sys_corr_14: 7.06441080e-03 + sys_corr_15: 1.22975607e-02 + sys_corr_16: 8.88918866e-02 + sys_corr_17: 4.13753985e-02 + sys_corr_18: 2.84000000e-02 + sys_corr_19: 0.0 + sys_corr_20: 0.37062 + sys_corr_21: 8.66200000e-02 + sys_corr_22: 6.99521172e-02 + sys_corr_23: 2.16753593e-02 + sys_corr_24: 5.07041418e-03 + sys_corr_25: 4.65578135e-03 + sys_corr_26: 7.35218627e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.2698 +- stat: 8.84000000e-02 + sys_corr_1: 0.0 + sys_corr_2: 0.009196 + sys_corr_3: 2.77985714e-02 + sys_corr_4: 0.015884 + sys_corr_5: 0.000418 + sys_corr_6: 1.37050465e-03 + sys_corr_7: 3.30272907e-02 + sys_corr_8: 3.80816124e-03 + sys_corr_9: 1.20061359e-02 + sys_corr_10: 7.48707313e-02 + sys_corr_11: 0.0 + sys_corr_12: 6.53939592e-03 + sys_corr_13: 1.64181440e-02 + sys_corr_14: 5.79197790e-03 + sys_corr_15: 5.82206630e-03 + sys_corr_16: 3.48039913e-02 + sys_corr_17: 3.60856521e-02 + sys_corr_18: 1.10809427e-02 + sys_corr_19: 0.0 + sys_corr_20: 1.24653739e-01 + sys_corr_21: 3.89144306e-02 + sys_corr_22: 2.76030376e-02 + sys_corr_23: 1.61728732e-02 + sys_corr_24: 5.79197790e-03 + sys_corr_25: 4.70598204e-03 + sys_corr_26: 4.43725261e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 7.94200000e-02 +- stat: 0.0485 + sys_corr_1: 0.0 + sys_corr_2: 0.003105 + sys_corr_3: 8.84301525e-03 + sys_corr_4: 6.88500000e-03 + sys_corr_5: 0.0 + sys_corr_6: 7.72572812e-04 + sys_corr_7: 1.35086035e-02 + sys_corr_8: 4.64280290e-03 + sys_corr_9: 6.23927880e-03 + sys_corr_10: 2.65016382e-02 + sys_corr_11: 1.16913430e-04 + sys_corr_12: 3.96070306e-03 + sys_corr_13: 6.17283717e-03 + sys_corr_14: 4.84685723e-03 + sys_corr_15: 1.44140556e-03 + sys_corr_16: 1.54638360e-02 + sys_corr_17: 1.31401541e-02 + sys_corr_18: 6.17283717e-03 + sys_corr_19: 1.16913430e-04 + sys_corr_20: 3.82378414e-02 + sys_corr_21: 2.60675002e-02 + sys_corr_22: 1.18815340e-02 + sys_corr_23: 0.01458 + sys_corr_24: 5.42147293e-03 + sys_corr_25: 7.45653530e-03 + sys_corr_26: 1.21971585e-02 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.02565 +- stat: 0.0192 + sys_corr_1: 0.0 + sys_corr_2: 0.0 + sys_corr_3: 2.57369548e-03 + sys_corr_4: 1.27710000e-03 + sys_corr_5: 0.0 + sys_corr_6: 2.84385759e-04 + sys_corr_7: 4.24338926e-03 + sys_corr_8: 1.28353379e-04 + sys_corr_9: 4.73976265e-04 + sys_corr_10: 8.90072657e-03 + sys_corr_11: 6.70303663e-05 + sys_corr_12: 2.01091099e-04 + sys_corr_13: 1.64372527e-03 + sys_corr_14: 4.02182198e-04 + sys_corr_15: 2.01091099e-04 + sys_corr_16: 5.89673590e-03 + sys_corr_17: 4.90571159e-03 + sys_corr_18: 1.71975676e-03 + sys_corr_19: 6.70303663e-05 + sys_corr_20: 1.53779187e-02 + sys_corr_21: 2.78290406e-03 + sys_corr_22: 8.94296629e-04 + sys_corr_23: 9.47952530e-05 + sys_corr_24: 2.25657838e-04 + sys_corr_25: 2.38562822e-04 + sys_corr_26: 3.19925202e-03 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 0.007353 +- stat: 0.0076 + sys_corr_1: 0.0 + sys_corr_2: 0.0 + sys_corr_3: 4.66160295e-04 + sys_corr_4: 6.45300000e-04 + sys_corr_5: 0.0 + sys_corr_6: 5.86889794e-05 + sys_corr_7: 1.33247751e-03 + sys_corr_8: 4.93260044e-04 + sys_corr_9: 3.97789636e-04 + sys_corr_10: 1.86802926e-03 + sys_corr_11: 0.0 + sys_corr_12: 5.31970998e-04 + sys_corr_13: 5.74719221e-04 + sys_corr_14: 3.58500000e-04 + sys_corr_15: 4.45045660e-04 + sys_corr_16: 1.17999882e-03 + sys_corr_17: 1.09794685e-03 + sys_corr_18: 3.46893907e-04 + sys_corr_19: 0.0 + sys_corr_20: 2.01264786e-03 + sys_corr_21: 1.11646708e-03 + sys_corr_22: 5.93379774e-04 + sys_corr_23: 4.68799581e-04 + sys_corr_24: 2.58319090e-04 + sys_corr_25: 1.93855374e-04 + sys_corr_26: 4.95340113e-04 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 1.36230000e-03 +- stat: 0.00247 + sys_corr_1: 0.0 + sys_corr_2: 0.0 + sys_corr_3: 4.59000000e-04 + sys_corr_4: 2.16e-05 + sys_corr_5: 0.0 + sys_corr_6: 9.94245443e-06 + sys_corr_7: 2.98570195e-04 + sys_corr_8: 0.0 + sys_corr_9: 1.45907960e-04 + sys_corr_10: 2.42206103e-04 + sys_corr_11: 0.0 + sys_corr_12: 6.36650611e-06 + sys_corr_13: 0.0 + sys_corr_14: 0.0 + sys_corr_15: 6.36650611e-06 + sys_corr_16: 1.39360808e-04 + sys_corr_17: 0.0 + sys_corr_18: 0.0 + sys_corr_19: 0.0 + sys_corr_20: 1.80139176e-04 + sys_corr_21: 1.44779428e-04 + sys_corr_22: 1.53732224e-04 + sys_corr_23: 0.0 + sys_corr_24: 0.0 + sys_corr_25: 0.0 + sys_corr_26: 1.35138169e-04 + sys_corr_27: 0.0 + sys_corr_28: 0.0 + sys_corr_29: 0.0 + sys_corr_30: 2.05200000e-04