{"id":"W6981810712","doi":"","title":"Fast <i>b</i>-tagging at the high-level trigger of the ATLAS experiment in LHC Run 3","year":2023,"lang":"en","type":"article","venue":"Archive ouverte UNIGE (University of Geneva)","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Brookhaven National Laboratory; European Social Fund; High Energy Physics; British Columbia Knowledge Development Fund; Japan Society for the Promotion of Science; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; University of California, Irvine; College of Engineering, Michigan State University; Agencia Nacional de Investigación y Desarrollo; Shanghai Key Laboratory for Particle Physics and Cosmology; Technische Universität Dortmund; Narodowa Agencja Wymiany Akademickiej; Pontificia Universidad Católica de Chile; University of Science and Technology of China; Universidade do Minho; Julius-Maximilians-Universität Würzburg; University of South Africa; University of the Philippines; State Key Laboratory of Particle Detection and Electronics; Universidade Federal de Juiz de Fora; Universitatea din București; University of Cape Town; Universidade do Estado do Rio de Janeiro; High Energy Accelerator Research Organization; Université Cadi Ayyad; University of Tsukuba; Nuclear Physics; Aristotle University of Thessaloniki; Universidad de Granada; Univerza v Ljubljani; Centre National pour la Recherche Scientifique et Technique; Technion-Israel Institute of Technology; United Arab Emirates University; Institut National de Physique Nucléaire et de Physique des Particules; Universidade de Lisboa; Universidade de Coimbra; Ludwig-Maximilians-Universität München; Universidade de São Paulo; Scottish Universities Physics Alliance; National Tsing Hua University; Royal Holloway, University of London; Universidade Federal do Rio de Janeiro; Universitetet i Oslo; H2020 Marie Skłodowska-Curie Actions; McGill University; Univerzita Karlova v Praze; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; Università degli Studi di Pavia; CERN; Shanghai Jiao Tong University; Ministry of Education, India; Stony Brook University; Institut \"Jožef Stefan\"; Waseda University; TRIUMF; Javna Agencija za Raziskovalno Dejavnost RS; Simon Fraser University; Universidad de Buenos Aires; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Georg-August-Universität Göttingen; Lunds Universitet; Université de Genève; University of Toronto; Université Hassan II de Casablanca; Generalitat Valenciana; Stockholms Universitet; Academia Sinica; Fundação para a Ciência e a Tecnologia; Compute Canada; Radboud Universiteit; Danmarks Grundforskningsfond; Abdus Salam International Centre for Theoretical Physics; Consejo Nacional de Investigaciones Científicas y Técnicas; Sapienza Università di Roma; Universität Innsbruck; Agence Nationale de la Recherche; Université de Fribourg; Universiteit van Amsterdam; Universität Heidelberg; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Akademia Górniczo-Hutnicza im. Stanislawa Staszica; University of Sussex; Fundação de Amparo à Pesquisa do Estado de São Paulo; Leverhulme Trust; European Commission; Albert-Ludwigs-Universität Freiburg; University College London; University of Zululand; Royal Society; Univerzita Komenského v Bratislave; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Glasgow; York University; Division of Physics; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; University of Illinois at Urbana-Champaign; Louisiana Tech University; Université Paris-Saclay; Univerzita Palackého v Olomouci; University of Johannesburg; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Southern Methodist University; Canarie; Universität Siegen; Université Mohammed VI Polytechnique; Centres de Recerca de Catalunya; Università di Pisa; Technische Universität Dresden; Universidad Autónoma de Madrid; Ministerstvo Školství, Mládeže a Tělovýchovy; Université Grenoble Alpes; Institutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'; Department of Physics and Astronomy, University College London; Israel Science Foundation; New York University Abu Dhabi; Instituto Superior Técnico; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; University of Oregon; National Natural Science Foundation of China; Aix-Marseille Université; Ohio State University; České Vysoké Učení Technické v Praze; Sorbonne Université; Kungliga Tekniska Högskolan; University of Pittsburgh; Iowa State University; European Regional Development Fund; Akademie Věd České Republiky; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Slovenská Akadémia Vied; Università degli Studi di Trento; Universidad Nacional de La Plata; Michigan State University; Università della Calabria; U.S. Department of Energy; Shandong University; Tel Aviv University; University of Oxford; Agencia Nacional de Promoción Científica y Tecnológica; Deutsches Elektronen-Synchrotron; Justus Liebig Universität Gießen; Universidad Técnica Federico Santa María; Harvard University; Queen Mary University of London; University of Oklahoma; Universitatea Transilvania din Brasov; Northern Illinois University; University of Washington; Oklahoma State University; National Science Foundation; Università degli Studi di Napoli Federico II; Universidad de Tarapacá; University of Warwick; Alexander von Humboldt-Stiftung; Austrian Science Fund; University of Pennsylvania","keywords":"Nucleofection; Gestational period; Hyporeflexia; TSG101; Diafiltration; Fusible alloy; Dysgeusia; Proteogenomics","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":[0.001881035,0.0007565078,0.0006430075,0.0004764094,0.0008424954,0.001264543,0.0009586681,0.0006061288,0.02062148],"category_scores_gemma":[0.001421453,0.0003587394,0.0006063276,0.0007381584,0.0003654644,0.0007093942,0.001069388,0.001061494,0.005874841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255963,"about_ca_system_score_gemma":0.001440014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185256,"about_ca_topic_score_gemma":0.02143004,"domain_scores_codex":[0.9991398,0.0001679237,0.00002162803,0.0001726553,0.0002932207,0.0002047153],"domain_scores_gemma":[0.9988546,0.0002610399,0.00006225874,0.0003468443,0.0002437684,0.0002314226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01357528,0.001331059,0.1154622,0.000437638,0.0006353331,0.001782586,0.001347404,0.1284191,0.1726794,0.04849649,0.2464213,0.2694121],"study_design_scores_gemma":[0.001101165,0.001509837,0.1476033,0.00007246002,0.0001890265,0.0008707746,0.0003558978,0.4450085,0.2301663,0.04732305,0.125281,0.0005187614],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5188925,0.0002440188,0.3006406,0.001137537,0.0003880471,0.0004684516,0.03883775,0.0674733,0.07191773],"genre_scores_gemma":[0.8817117,0.00005399199,0.0753674,0.0004098162,0.00006456913,0.0003347163,0.02683646,0.003175411,0.01204596],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02062148,"threshold_uncertainty_score":0.0689857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03476937208083872,"score_gpt":0.2587980514548029,"score_spread":0.2240286793739642,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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