{"id":"W4375944134","doi":"10.1140/epjc/s10052-023-12024-6","title":"Performance of the reconstruction of large impact parameter tracks in the inner detector of ATLAS","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":26,"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":"European Social 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; Narodowa Agencja Wymiany Akademickiej; Centre National pour la Recherche Scientifique et Technique; Centre National de la Recherche Scientifique; Israel Science Foundation; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat Valenciana; Austrian Science Fund; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; 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; Agence Nationale de la Recherche; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Compute Canada; Max-Planck-Gesellschaft; Royal Society; Danmarks Grundforskningsfond; British Columbia Knowledge Development Fund; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; CERN; Leverhulme Trust; Ministerio de Ciencia e Innovación; European Commission","keywords":"Large Hadron Collider; Atlas (anatomy); Detector; Physics; ATLAS experiment; Tracking (education); Event reconstruction; Computer science; Particle physics; Optics","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":[0.003560289,0.000729682,0.0006201814,0.0006738324,0.0007545128,0.002949125,0.001151916,0.0007957148,0.003960362],"category_scores_gemma":[0.004414596,0.0003933162,0.0005956267,0.001146803,0.0004735981,0.000999228,0.001887522,0.0006293493,0.001856358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364684,"about_ca_system_score_gemma":0.001506548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009666025,"about_ca_topic_score_gemma":0.00593632,"domain_scores_codex":[0.9977053,0.0004668639,0.00013265,0.0005226898,0.0008153043,0.000357283],"domain_scores_gemma":[0.9974529,0.001002993,0.0002094122,0.0003929236,0.0006284616,0.000313309],"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":[0.03617862,0.0007348575,0.274862,0.0005215877,0.001422493,0.002098946,0.001946071,0.2603185,0.1483562,0.01901689,0.03058997,0.2239538],"study_design_scores_gemma":[0.0005613271,0.002622827,0.0901253,0.00008058349,0.0005233988,0.001409533,0.0008284732,0.5965657,0.2773391,0.002579812,0.02694708,0.0004169029],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011359,0.0004773242,0.05828919,0.0004065432,0.0001427812,0.00009446811,0.00412618,0.01890127,0.01642637],"genre_scores_gemma":[0.9759842,0.0000505315,0.01610546,0.0001445302,0.0000107439,0.00002218818,0.004903213,0.000611673,0.002167376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009666025,"threshold_uncertainty_score":0.01921952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438507556202524,"score_gpt":0.2721484750751852,"score_spread":0.25776339951316,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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