{"id":"W2993180841","doi":"10.1088/1748-0221/15/04/p04003","title":"ATLAS data quality operations and performance for 2015–2018 data-taking","year":2020,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":256,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; Carleton University; Simon Fraser University; University of British Columbia; York 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; 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; Institut National de Physique Nucléaire et de Physique des Particules; 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); Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond","keywords":"Atlas (anatomy); Large Hadron Collider; ATLAS experiment; Collision; Data quality; Computer science; Detector; Certification; Software; Physics; Nuclear physics; Computer security; Engineering; Telecommunications; Operating system","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":[0.01282804,0.0006765078,0.0008005198,0.003431351,0.001860252,0.004424556,0.00213824,0.0007411132,0.006072993],"category_scores_gemma":[0.02415083,0.0004300532,0.0008405281,0.00562246,0.001047135,0.002525315,0.002613245,0.001095233,0.00510029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003629771,"about_ca_system_score_gemma":0.003145272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046779,"about_ca_topic_score_gemma":0.009664332,"domain_scores_codex":[0.9838473,0.001228561,0.001385292,0.002022424,0.01035379,0.001162635],"domain_scores_gemma":[0.9761609,0.002172243,0.001065159,0.003496019,0.01602009,0.001085627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01021004,0.0008304865,0.3108098,0.0008923971,0.0005530308,0.001075005,0.005594166,0.02638529,0.07013782,0.02006709,0.1805252,0.3729196],"study_design_scores_gemma":[0.0006290922,0.001911893,0.3816393,0.0002497159,0.0003949394,0.002037865,0.002432906,0.08977451,0.2165175,0.005724324,0.2979378,0.0007501197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7453288,0.001253508,0.06416816,0.002499019,0.0007847111,0.0008649993,0.07053521,0.06700202,0.04756347],"genre_scores_gemma":[0.8640974,0.0002863876,0.03531308,0.0004417328,0.0001692987,0.0004109416,0.0903274,0.002451361,0.00650235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02046779,"threshold_uncertainty_score":0.06784195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333407487246696,"score_gpt":0.3931531049143482,"score_spread":0.2598123561896787,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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