{"id":"W7133464270","doi":"","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":"CU Research Publications Repository","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"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; Project commissioning","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":[0.003262331,0.0003727057,0.0004192099,0.001101496,0.001029828,0.001976779,0.0007843871,0.0005658428,0.006490089],"category_scores_gemma":[0.002922898,0.0004803808,0.0003797422,0.002187306,0.0002656324,0.0007423505,0.0009501152,0.0004907732,0.003356768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002290476,"about_ca_system_score_gemma":0.002877512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03108154,"about_ca_topic_score_gemma":0.04218872,"domain_scores_codex":[0.9980451,0.000246259,0.00009597005,0.0003882227,0.0006940683,0.0005303152],"domain_scores_gemma":[0.9975955,0.0004815669,0.0002468149,0.0003091504,0.0008538188,0.0005131068],"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":[0.01824841,0.0005837466,0.4536964,0.0006299604,0.0003390853,0.0008766247,0.002221876,0.06254987,0.05702499,0.0112612,0.156598,0.23597],"study_design_scores_gemma":[0.0004237379,0.00166012,0.816705,0.00008900149,0.0002611946,0.001020584,0.0009390902,0.03222897,0.05082487,0.002002042,0.09347723,0.0003680381],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032692,0.0008018193,0.007455535,0.0008526514,0.0001905643,0.000196031,0.04888045,0.004387201,0.03396656],"genre_scores_gemma":[0.9495099,0.000213601,0.006356037,0.0003348629,0.00005177472,0.0001265059,0.03805694,0.0006085068,0.004742017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03108154,"threshold_uncertainty_score":0.06180125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07757467167991225,"score_gpt":0.3748657050748677,"score_spread":0.2972910333949554,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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