{"id":"W6887903369","doi":"10.17863/cam.54329","title":"Electron reconstruction and identification in the ATLAS experiment using the 2015 and 2016 LHC proton–proton collision data at √s=13 TeV","year":2019,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","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; Deutsche Forschungsgemeinschaft; European Commission; 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; Türkiye Atom Enerjisi Kurumu","keywords":"Large Hadron Collider; Atlas (anatomy); Electron; Collision; ATLAS experiment; Detector; Identification (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001774162,0.0005936074,0.0004667371,0.001315469,0.001053784,0.001557405,0.0008234979,0.0009001966,0.006352752],"category_scores_gemma":[0.001856907,0.000533284,0.0009887264,0.00238994,0.0005333808,0.001226037,0.001670321,0.0005177194,0.001437399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008863317,"about_ca_system_score_gemma":0.001021855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153355,"about_ca_topic_score_gemma":0.02346627,"domain_scores_codex":[0.9992203,0.0001473405,0.00005464507,0.0001930425,0.0002122114,0.000172464],"domain_scores_gemma":[0.9991083,0.000221988,0.0001355815,0.0002215369,0.0002301309,0.00008260761],"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":[0.02549906,0.0005868119,0.4704798,0.001193592,0.001514319,0.003980972,0.002277151,0.1538195,0.08246941,0.1154201,0.06263705,0.08012234],"study_design_scores_gemma":[0.001787239,0.0006595267,0.4426762,0.000226932,0.00128155,0.00345257,0.001902577,0.3305179,0.115971,0.04276406,0.05817667,0.0005835699],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490427,0.0005161092,0.01135569,0.0004439121,0.0001080021,0.00003167189,0.01760303,0.001151765,0.01974707],"genre_scores_gemma":[0.9793521,0.0001193193,0.004934676,0.00009591646,0.00002004553,0.00001264584,0.01227588,0.0002170414,0.002972422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01153355,"threshold_uncertainty_score":0.02293283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588984573962431,"score_gpt":0.2561761750235589,"score_spread":0.2402863292839346,"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."}}