{"id":"W4385647400","doi":"10.1140/epjc/s10052-023-11584-x","title":"Studies of the muon momentum calibration and performance of the ATLAS detector with pp collisions at $$\\sqrt{s}=13$$ TeV","year":2023,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of British Columbia; Simon Fraser University; TRIUMF; Carleton University; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Victoria; McGill University; University of Toronto","funders":"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; Agencia Nacional de Investigación y Desarrollo; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Javna Agencija za Raziskovalno Dejavnost RS; Max-Planck-Gesellschaft; Israel Science Foundation; Centre National pour la Recherche Scientifique et Technique; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Austrian Science Fund; Centre National de la Recherche Scientifique; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; British Columbia Knowledge Development Fund; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Danmarks Grundforskningsfond; CERN; 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; National Science Foundation; Compute Canada; Ministerio de Ciencia e Innovación; Canarie; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Algorithm; Physics; Computer science","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":[0.0001774425,0.0001109001,0.0001646134,0.000007045377,0.0005692428,0.0000179876,0.0002209608,0.000004086678,0.000002398955],"category_scores_gemma":[0.000008762545,0.00004202217,0.00009800254,0.0002486758,0.000611886,0.00007017104,0.0004585436,0.0001520212,0.000007984576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001370889,"about_ca_system_score_gemma":0.000009189944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004759315,"about_ca_topic_score_gemma":3.426028e-7,"domain_scores_codex":[0.9991136,0.0002342956,0.0001695491,0.00009080542,0.0002337486,0.0001580486],"domain_scores_gemma":[0.999453,0.0001392024,0.0001560418,0.000162607,0.00005063436,0.00003853212],"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":[0.0003181024,0.0003622456,0.05373858,0.00004613763,0.0006890853,0.000001561483,0.009481349,0.001774431,0.9127499,0.01194075,0.002840244,0.006057654],"study_design_scores_gemma":[0.0005310568,0.0002917979,0.01830579,0.0001488202,0.0001112053,0.000002979108,0.002014359,0.001779563,0.9630838,0.01353952,0.00006632228,0.0001248057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966345,0.00008188513,0.000006904809,0.0004697048,0.00007164211,0.0001128602,0.00001183553,0.000007054171,0.002603611],"genre_scores_gemma":[0.9995711,0.00002761955,0.000003093221,0.000004877154,0.0002574091,0.000004037118,4.22242e-7,0.00001292143,0.0001185332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05033393,"threshold_uncertainty_score":0.4378213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808348377854206,"score_gpt":0.2546456149933975,"score_spread":0.2365621312148554,"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."}}