{"id":"W3093734695","doi":"10.1140/epjc/s10052-021-09402-3","title":"Jet energy scale and resolution measured in proton–proton collisions at $$\\sqrt{s}=13$$ TeV with the ATLAS detector","year":2021,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of British Columbia; TRIUMF; Carleton University; Simon Fraser 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; Institut National de Physique Nucléaire et de Physique des Particules; 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\"; European Regional Development Fund; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; 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; Alexander von Humboldt-Stiftung; Institut de Valorisation des Données; 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; Agencia Nacional de Investigación y Desarrollo; 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; TRIUMF; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond; Ministerio de Ciencia e Innovación","keywords":"Physics; Atlas (anatomy); Large Hadron Collider; Nuclear physics; Jet (fluid); Atlas detector; Energy (signal processing); Particle physics; Calorimeter (particle physics); Range (aeronautics); RADIUS; ATLAS experiment; Detector; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002807441,0.0001747055,0.0001992328,0.00001149925,0.0006612938,0.0001074781,0.0001773762,0.000008529819,0.00001164652],"category_scores_gemma":[0.0000079968,0.00008322336,0.00009407912,0.0002193367,0.000348986,0.00008985395,0.0002854637,0.0002836746,0.0000290353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000394885,"about_ca_system_score_gemma":0.00002123699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004413199,"about_ca_topic_score_gemma":0.00001089412,"domain_scores_codex":[0.9984109,0.0006554747,0.0001677063,0.000200711,0.0002663657,0.0002987942],"domain_scores_gemma":[0.9994195,0.0001218399,0.00008740542,0.0001864317,0.00006970116,0.0001151156],"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":[0.0009253304,0.001370167,0.0214839,0.00002018713,0.0003619244,0.00008224892,0.005306805,0.0005135341,0.9241822,0.01763251,0.002073719,0.02604751],"study_design_scores_gemma":[0.001500738,0.0002739534,0.003868036,0.0001098182,0.00007871263,0.00003735707,0.00130139,0.000661506,0.9484854,0.03997988,0.003382857,0.0003203032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765903,0.0001687232,0.0002623,0.001167232,0.00002805838,0.0002224503,0.000008153162,0.00001180989,0.02154091],"genre_scores_gemma":[0.9990908,0.00001304735,0.00002295809,0.00002394868,0.000660877,0.00005154715,0.000002408982,0.00002411456,0.0001103207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02572721,"threshold_uncertainty_score":0.5086204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320208183114579,"score_gpt":0.2371885331714425,"score_spread":0.2239864513402967,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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