{"id":"W3048946700","doi":"10.1088/1748-0221/15/10/p10004","title":"Operation of the ATLAS trigger system in Run 2","year":2020,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","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; Comisión Nacional de Investigación Científica y Tecnológica; 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; European Commission; Leverhulme Trust; 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; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; General Secretariat for Research and Technology; National Science Foundation; Compute Canada; Alexander von Humboldt-Stiftung; TRIUMF; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Iowa State University; Canarie; Universidade Federal de Juiz de Fora; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond","keywords":"Large Hadron Collider; Atlas (anatomy); ATLAS experiment; Computer science; Physics; Event (particle physics); Detector; Software; Real-time computing; Computer hardware; Particle physics; Operating system; Telecommunications","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":[0.00005605818,0.00003785809,0.00009779711,0.000009545372,0.00002722005,0.000009127159,0.00005861404,0.000006030302,0.00002443825],"category_scores_gemma":[0.000002753051,0.00002355311,0.00005447229,0.00008702611,0.00002632295,0.0001184225,0.00001854157,0.00005194365,0.000003998908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002303593,"about_ca_system_score_gemma":0.0000134593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001823827,"about_ca_topic_score_gemma":1.76352e-7,"domain_scores_codex":[0.9995231,0.00003242076,0.0002532955,0.00003285429,0.0001124438,0.00004588164],"domain_scores_gemma":[0.9997513,0.00001138604,0.0001618788,0.00002517733,0.00002837124,0.00002186915],"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":[0.0002469699,0.0002339499,0.2778628,0.00004387616,0.0001241509,9.499472e-7,0.005859715,0.001615795,0.4387468,0.2569811,0.0001884527,0.0180955],"study_design_scores_gemma":[0.0006913658,0.00009164542,0.00578368,0.00004630362,0.00001577938,5.94554e-7,0.004590316,0.001403566,0.9853253,0.001972591,0.00004171996,0.00003716337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997428,0.00001691538,0.0006104434,0.0006059448,0.00007872035,0.00005384572,0.000001999574,0.000001034411,0.001203071],"genre_scores_gemma":[0.9997875,8.549165e-7,0.0000876944,0.00002039026,0.00009726632,0.000001552831,5.940045e-7,0.000002192525,0.000001930161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5465785,"threshold_uncertainty_score":0.09604678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211844692184619,"score_gpt":0.2501156376267827,"score_spread":0.2379971907049366,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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