{"id":"W4413873364","doi":"10.1140/epjc/s10052-025-14409-1","title":"A precise measurement of the jet energy scale derived from single-particle measurements and in situ techniques in proton–proton collisions at $$\\sqrt{s}=$$ 13 TeV with the ATLAS detector","year":2025,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics; Simon Fraser University; York University; University of British Columbia; Carleton University; University of Toronto; University of Alberta; Université de Montréal; University of Victoria; McGill University","funders":"CHIST-ERA; 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; Ministero dell'Università e della Ricerca; 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; Knut och Alice Wallenbergs Stiftelse; 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; Israel Science Foundation; 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; 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":"Physics; Atlas detector; Nuclear physics; Atlas (anatomy); Proton; Large Hadron Collider; Detector; Jet (fluid); Particle physics; Particle (ecology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001398385,0.0005122694,0.0005603653,0.000847284,0.0004675858,0.001289046,0.0007969429,0.0007578762,0.002115411],"category_scores_gemma":[0.001427826,0.000559688,0.0003847114,0.001087032,0.0004216641,0.0006247546,0.000554123,0.0007744546,0.0006509806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006928506,"about_ca_system_score_gemma":0.0002760644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001622884,"about_ca_topic_score_gemma":0.002418144,"domain_scores_codex":[0.9991326,0.0001146149,0.0000445603,0.000274701,0.0003515413,0.0000820085],"domain_scores_gemma":[0.9989581,0.0003389051,0.0002520327,0.0001802471,0.000220986,0.00004972753],"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":[0.001500512,0.0001457935,0.03194716,0.0001058602,0.000173605,0.0002554085,0.0001589456,0.005484018,0.9441568,0.001450616,0.0008958062,0.01372543],"study_design_scores_gemma":[0.00005294513,0.0002898498,0.1149558,0.00001401977,0.00009974168,0.0002758727,0.00007535426,0.01251749,0.8693795,0.0003953556,0.001875861,0.00006826186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432707,0.0007643789,0.04588529,0.0001426459,0.00008053276,0.00003895896,0.002240806,0.0006879485,0.006888661],"genre_scores_gemma":[0.9915106,0.0001015218,0.006916886,0.00005678332,0.00001652606,0.00001941001,0.0006073694,0.0001031263,0.0006678528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002115411,"threshold_uncertainty_score":0.007395446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228571827981535,"score_gpt":0.2453048009715394,"score_spread":0.223019082691724,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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