{"id":"W4406735061","doi":"10.1088/1748-0221/20/03/p03002","title":"Configuration, Performance, and Commissioning of the ATLAS b-jet Triggers for the 2022 and 2023 LHC data-taking periods","year":2025,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Estatal de Investigación; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministerstvo Školství, Mládeže a Tělovýchovy; National Science and Technology Council; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Regional Development Fund; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; U.S. Department of Energy; Carl Tryggers Stiftelse för Vetenskaplig Forskning; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Knut och Alice Wallenbergs Stiftelse; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; UK Research and Innovation; Istituto Nazionale di Fisica Nucleare; Ministero dell'Università e della Ricerca; Grantová Agentura České Republiky; Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Horizon 2020 Framework Programme; Vetenskapsrådet; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; National Science Foundation; Baden-Württemberg Stiftung; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Atlas (anatomy); Large Hadron Collider; Jet (fluid); Project commissioning; Physics; Nuclear physics; Environmental science; Mechanics; Political science; Geology; Publishing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002035834,0.00004708453,0.00009090072,0.00001388154,0.0003154355,0.00003300915,0.00009214046,0.000006853917,0.0000184641],"category_scores_gemma":[0.00001500738,0.00002465524,0.00002628689,0.00006998899,0.0001110756,0.0001595618,0.00006487178,0.00006483836,1.129212e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008170467,"about_ca_system_score_gemma":0.00002073153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001738963,"about_ca_topic_score_gemma":4.264737e-7,"domain_scores_codex":[0.9996001,0.00002596354,0.0001949814,0.00004819172,0.00007688488,0.00005395028],"domain_scores_gemma":[0.9995268,0.0001250678,0.0002216981,0.0000669775,0.0000456109,0.00001383137],"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":[0.0004116896,0.0001431704,0.4304205,0.00008930551,0.0006618487,1.281645e-7,0.003647457,0.0001548845,0.09041195,0.1011708,0.002268421,0.3706199],"study_design_scores_gemma":[0.004295267,0.0003343918,0.1373825,0.0004247407,0.0004357443,0.000006187568,0.03089714,0.02522794,0.775675,0.02006561,0.005051746,0.0002037012],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960264,0.0001889568,0.00150243,0.0008365025,0.0001323575,0.0001039465,0.00001106279,7.179559e-7,0.001197655],"genre_scores_gemma":[0.9997061,0.00003409259,0.0001424869,0.00002462124,0.00004723725,0.000004256317,0.0000034686,0.000001811195,0.00003591314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.685263,"threshold_uncertainty_score":0.2426107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016312698894082,"score_gpt":0.3082522818969461,"score_spread":0.2880891549080052,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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