{"id":"W2897451461","doi":"10.1140/epjc/s10052-019-6650-6","title":"Measurement of the photon identification efficiencies with the ATLAS detector using LHC Run 2 data collected in 2015 and 2016","year":2019,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; Carleton University; Simon Fraser University; University of British Columbia; York University; University of Victoria; McGill University; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Toronto","funders":"British Columbia Knowledge Development Fund; Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Centre National pour la Recherche Scientifique et Technique; National Research Center \"Kurchatov Institute\"; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; Joint Institute for Nuclear Research; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Austrian Science Fund; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Education, Culture, Sports, Science and Technology; General Secretariat for Research and Technology; Agence Nationale de la Recherche; Ministerstwo Edukacji i Nauki; CERN; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Deutsche Forschungsgemeinschaft; European Commission; Türkiye Atom Enerjisi Kurumu; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; National Science Foundation; Compute Canada; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Canarie; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; Alexander von Humboldt-Stiftung","keywords":"Pseudorapidity; Physics; Photon; Large Hadron Collider; Detector; Atlas (anatomy); Nuclear physics; Transverse plane; ATLAS experiment; Particle identification; Particle physics; Optics; Charged particle","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003412503,0.0007013552,0.0005513398,0.001626657,0.0004350817,0.00139354,0.0006811802,0.0003838829,0.00117561],"category_scores_gemma":[0.003042127,0.0004405068,0.0007742963,0.002248693,0.0003113743,0.0006991746,0.0009378144,0.0003517827,0.0004673639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651835,"about_ca_system_score_gemma":0.0009846034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007671608,"about_ca_topic_score_gemma":0.01663826,"domain_scores_codex":[0.9982845,0.0004098523,0.0001089065,0.0004193301,0.0005426959,0.0002346766],"domain_scores_gemma":[0.9980944,0.000689634,0.0003513174,0.0003188317,0.0004400704,0.0001056528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003108668,0.0001925758,0.7820001,0.0002297908,0.00087169,0.0004033062,0.0007047073,0.1235381,0.05633583,0.004303562,0.003372642,0.02493909],"study_design_scores_gemma":[0.00009580785,0.0003910603,0.7879453,0.00004363664,0.0002929811,0.0006300943,0.000256839,0.08777772,0.1120789,0.001536482,0.008744988,0.0002061576],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985291,0.0002108489,0.006041337,0.00005346389,0.00001095399,0.00002427539,0.004799939,0.0003836745,0.003184512],"genre_scores_gemma":[0.983186,0.00009469499,0.005069816,0.00002314388,0.000007962867,0.00003553969,0.01023903,0.0001026827,0.001241079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007671608,"threshold_uncertainty_score":0.01804721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283365000270187,"score_gpt":0.2606445432112382,"score_spread":0.2323080431842195,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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