{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001107874,0.00006487197,0.00008296378,0.00009275691,0.001848645,0.0001941182,0.0004416412,0.00002355208,0.00003637232],"category_scores_gemma":[0.0001393885,0.00003999949,0.00002051971,0.0005122157,0.0002883592,0.0002813157,0.0002711141,0.0002300103,0.000001036447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001717799,"about_ca_system_score_gemma":0.0002960876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007670837,"about_ca_topic_score_gemma":0.000004855842,"domain_scores_codex":[0.9991337,0.0001031728,0.0002050063,0.0001876166,0.0001914223,0.0001790897],"domain_scores_gemma":[0.9984494,0.0005687518,0.0000935195,0.0005606518,0.0002876015,0.00004002947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004456942,0.00006701,0.855409,0.0001194184,0.0001792382,6.253229e-8,0.0009494732,0.00002668751,0.01977242,0.01564189,0.0490704,0.05871984],"study_design_scores_gemma":[0.0005002206,0.0000258275,0.6675554,0.00008659638,0.0000299748,0.000001931484,0.001338699,0.05192238,0.03119845,0.0001787523,0.2470504,0.0001114026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662976,0.0006109749,0.000770122,0.002652762,0.0001583508,0.0007413523,0.00003252419,0.00001579193,0.02872053],"genre_scores_gemma":[0.990692,0.00003583471,0.00009010731,0.00001006374,0.00007112105,0.0002202924,0.00003042576,0.000004552224,0.008845586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.19798,"threshold_uncertainty_score":0.9994508,"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). Scores rank; they never assert a category."}}