{"id":"W4398220143","doi":"10.1007/jhep05(2024)162","title":"Electron and photon efficiencies in LHC Run 2 with the ATLAS experiment","year":2024,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; York University; Institute of Particle Physics; Simon Fraser University; University of Alberta; Université de Montréal; University of Victoria; McGill University; Carleton University; University of Toronto","funders":"CHIST-ERA; SLAC National Accelerator Laboratory; European Social Fund; High Energy Physics; British Columbia Knowledge Development Fund; Agencia Nacional de Promoción Científica y Tecnológica; Japan Society for the Promotion of Science; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; University of California, Irvine; College of Engineering, Michigan State University; Agencia Nacional de Investigación y Desarrollo; Narodowa Agencja Wymiany Akademickiej; Pontificia Universidad Católica de Chile; Universidade do Minho; Universidade Federal de Juiz de Fora; Universidad de Tarapacá; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Univerzita Palackého v Olomouci; Université Paris-Saclay; High Energy Accelerator Research Organization; University of Tsukuba; Nuclear Physics; Aristotle University of Thessaloniki; Technion-Israel Institute of Technology; United Arab Emirates University; Universidade de Coimbra; Universidade de São Paulo; Banco Bilbao Vizcaya Argentaria; National Tsing Hua University; Royal Holloway, University of London; Universidade Federal do Rio de Janeiro; Universitetet i Oslo; H2020 Marie Skłodowska-Curie Actions; McGill University; Univerzita Karlova v Praze; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; Università degli Studi di Pavia; TRIUMF; Javna Agencija za Raziskovalno Dejavnost RS; Simon Fraser University; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; European Commission; Knut och Alice Wallenbergs Stiftelse; European Regional Development Fund; Akademie Věd České Republiky; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; University of Toronto; Generalitat Valenciana; Academia Sinica; Ludwig-Maximilians-Universität München; Fundação para a Ciência e a Tecnologia; Compute Canada; Radboud Universiteit; Universiteit van Amsterdam; Università di Pisa; Universidad Autónoma de Madrid; Ministerstvo Školství, Mládeže a Tělovýchovy; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Consejo Nacional de Investigaciones Científicas y Técnicas; Sapienza Università di Roma; Universität Innsbruck; Agence Nationale de la Recherche; Vetenskapsrådet; Danmarks Grundforskningsfond; University College London; Univerza v Ljubljani; Centre National pour la Recherche Scientifique et Technique; Royal Society; Norges Forskningsråd; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; York University; Abdus Salam International Centre for Theoretical Physics; Division of Physics; Fundación BBVA; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; University of Illinois at Urbana-Champaign; Louisiana Tech University; Canarie; Universität Siegen; Instituto Superior Técnico; Bundesministerium für Bildung und Forschung; University of Oregon; Ministry of Education, Culture, Sports, Science and Technology; Stony Brook University; Institut \"Jožef Stefan\"; Centres de Recerca de Catalunya; CERN; Israel Science Foundation; New York University Abu Dhabi; Universidad Técnica Federico Santa María; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Queen Mary University of London; Universidade do Estado do Rio de Janeiro; Tel Aviv University; Iowa State University; University of Pittsburgh; Università degli Studi di Trento; Universidad Nacional de La Plata; HORIZON EUROPE Marie Sklodowska-Curie Actions; Baden-Württemberg Stiftung; Michigan State University; Ohio State University; Aix-Marseille Université; National Natural Science Foundation of China; České Vysoké Učení Technické v Praze; University of Sussex; University of Oklahoma; Institut National de Physique Nucléaire et de Physique des Particules; Universidade de Lisboa; Northern Illinois University; University of Washington; Oklahoma State University; National Science Foundation; Lunds Universitet; Istituto Nazionale di Fisica Nucleare; Università degli Studi di Napoli Federico II; Universidad de Granada; Sorbonne Université; Kungliga Tekniska Högskolan; University of Oxford; Alexander von Humboldt-Stiftung; Austrian Science Fund; University of Pennsylvania; U.S. Department of Energy","keywords":"Physics; Large Hadron Collider; Atlas (anatomy); Photon; Electron; ATLAS experiment; Luminosity; Nuclear physics; Photon energy; Identification (biology); Particle physics; Optics; Astrophysics","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":[0.002497923,0.0010089,0.000693582,0.00190541,0.0006909562,0.00222642,0.0009325062,0.000694509,0.003334811],"category_scores_gemma":[0.002855899,0.0006734655,0.0008205035,0.002720636,0.0003950747,0.000815225,0.001451066,0.0004894921,0.001128484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347877,"about_ca_system_score_gemma":0.0006828783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008317666,"about_ca_topic_score_gemma":0.01325734,"domain_scores_codex":[0.997685,0.0004853685,0.0000941418,0.0006668024,0.0006568873,0.0004118557],"domain_scores_gemma":[0.9976352,0.0007391316,0.0003354246,0.0006061523,0.0005058631,0.000178158],"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":[0.03150291,0.001157203,0.5119738,0.001114991,0.004391786,0.003192558,0.003683535,0.1413617,0.1527196,0.008725152,0.04670119,0.09347565],"study_design_scores_gemma":[0.0003824414,0.001264796,0.7826343,0.0001180774,0.000893748,0.001416435,0.0004953892,0.05519578,0.1127291,0.002649076,0.04157284,0.0006479982],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715946,0.0009846006,0.003826119,0.00009673423,0.00004559673,0.00003300243,0.01227527,0.001748864,0.009395232],"genre_scores_gemma":[0.9751616,0.0001404578,0.001847913,0.00007948507,0.00005016829,0.00005686037,0.01995972,0.0005128561,0.002190946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008317666,"threshold_uncertainty_score":0.0165385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005367739752351232,"score_gpt":0.2289008594267149,"score_spread":0.2235331196743637,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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