{"id":"W3173669359","doi":"10.1140/epjc/s10052-021-09775-5","title":"Configuration and performance of the ATLAS b-jet triggers in Run 2","year":2021,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of British Columbia; TRIUMF; Carleton University; Simon Fraser University; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Victoria; McGill University; University of Toronto","funders":"H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; European Regional Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; British Columbia Knowledge Development Fund; Fundação para a Ciência e a Tecnologia; Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; Israel Science Foundation; Türkiye Atom Enerjisi Kurumu; Joint Institute for Nuclear Research; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Austrian Science Fund; U.S. Department of Energy; National Natural Science Foundation of China; Alexander von Humboldt-Stiftung; Institut de Valorisation des Données; Leverhulme Trust; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; National Science Foundation; TRIUMF; Compute Canada; Agencia Nacional de Investigación y Desarrollo; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond; Ministerio de Ciencia e Innovación; General Secretariat for Research and Technology","keywords":"Atlas (anatomy); Physics; Large Hadron Collider; Jet (fluid); Hadron; Particle physics; Vertex (graph theory); Nuclear physics; Computer science; Mechanics; Theoretical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002428162,0.001714519,0.0008451979,0.001179926,0.0009270625,0.002623301,0.001588959,0.0007163211,0.007419146],"category_scores_gemma":[0.003225615,0.000782882,0.0005646799,0.0009461801,0.000291939,0.0008642821,0.001383409,0.00104826,0.003339529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366475,"about_ca_system_score_gemma":0.001964025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009351167,"about_ca_topic_score_gemma":0.007202648,"domain_scores_codex":[0.9977192,0.0003420763,0.0001358699,0.0006549204,0.0005982131,0.0005496385],"domain_scores_gemma":[0.9975504,0.0005045775,0.0001811198,0.0004808829,0.0007197762,0.0005631734],"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":[0.04665612,0.002327229,0.209831,0.0005898793,0.001583222,0.003222918,0.002488842,0.1521232,0.3224759,0.007146344,0.08906339,0.1624921],"study_design_scores_gemma":[0.003326325,0.007029453,0.1539868,0.00008895591,0.0005800831,0.000924046,0.0007247056,0.2899801,0.4597555,0.002581412,0.07976154,0.001261181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020426,0.000266411,0.03047629,0.00023848,0.0003558328,0.0003904522,0.008420313,0.04218211,0.01562748],"genre_scores_gemma":[0.9636596,0.0000503064,0.0150971,0.0002040725,0.00008028535,0.0004019,0.01302757,0.003085912,0.00439317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009351167,"threshold_uncertainty_score":0.02481949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111874626054591,"score_gpt":0.2400564526313996,"score_spread":0.2288689900259405,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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