{"id":"W2919357248","doi":"10.1140/epjc/s10052-019-7140-6","title":"Electron reconstruction and identification in the ATLAS experiment using the 2015 and 2016 LHC proton–proton collision data at $$\\sqrt{s} = 13$$ $$\\text {TeV}$$","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":195,"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":"Large Hadron Collider; Physics; Atlas (anatomy); Electron; Proton; Nuclear physics; ATLAS experiment; Particle physics; Collider","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":[0.00261642,0.0005991351,0.0004546008,0.001243034,0.0008188008,0.001372983,0.0008938935,0.0006153182,0.003564992],"category_scores_gemma":[0.004676728,0.0003695174,0.0006812406,0.001780647,0.0004279151,0.0008320438,0.001108425,0.0005529277,0.000996236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215363,"about_ca_system_score_gemma":0.001128436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00733122,"about_ca_topic_score_gemma":0.01218568,"domain_scores_codex":[0.9991701,0.0001801378,0.00007869081,0.0001770178,0.0003093235,0.00008478938],"domain_scores_gemma":[0.9984035,0.0007779059,0.0001556226,0.0002124164,0.000395778,0.00005480114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009261778,0.0005631461,0.2169161,0.0008006439,0.0008442983,0.0009405159,0.001019486,0.4215846,0.06084647,0.03499328,0.02936773,0.2228619],"study_design_scores_gemma":[0.0003128508,0.0004705386,0.07152985,0.00008321794,0.0002106248,0.0009352666,0.000548606,0.7380989,0.1579519,0.009774818,0.01987762,0.0002058407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218246,0.0005894047,0.1463368,0.0003992041,0.0001125177,0.0002337893,0.01029663,0.007055899,0.01315115],"genre_scores_gemma":[0.8053273,0.0002225156,0.1714732,0.0001566708,0.0000214882,0.0001239124,0.01814868,0.001073658,0.003452601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00733122,"threshold_uncertainty_score":0.01457709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542021640466221,"score_gpt":0.3048034768690474,"score_spread":0.2793832604643852,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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