{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005856183,0.00009743796,0.000122959,0.000007198387,0.0002406939,0.00006068813,0.0004337423,0.000003518383,0.000004044466],"category_scores_gemma":[0.000007412022,0.00003539729,0.00003795695,0.0001863851,0.0002298209,0.00008210732,0.0003063215,0.0001724108,0.00001338101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002200954,"about_ca_system_score_gemma":0.00002240681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004506596,"about_ca_topic_score_gemma":0.00000200048,"domain_scores_codex":[0.9989197,0.0003467699,0.0001520312,0.0001270437,0.000305662,0.000148769],"domain_scores_gemma":[0.9994252,0.00006727959,0.0001452137,0.0002665318,0.00006593424,0.0000298047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000075464,0.0001837314,0.00206997,0.000004031298,0.00007464978,3.47262e-7,0.000955199,0.0002092765,0.9928055,0.0005437555,0.0003712614,0.002706791],"study_design_scores_gemma":[0.002416378,0.0003171845,0.07655283,0.0004350025,0.0002822247,0.00001204917,0.005031792,0.01454135,0.8832653,0.01620732,0.0004484171,0.0004901459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971194,0.0001264833,0.0001114284,0.0002838271,0.00004104113,0.0001803162,0.00001133638,0.000003023944,0.002123189],"genre_scores_gemma":[0.9997725,0.000002278503,0.000005761243,0.00000690031,0.0001828486,0.000001402585,6.816812e-7,0.000007604493,0.00001996282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095402,"threshold_uncertainty_score":0.1851247,"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). Scores rank; they never assert a category."}}