{"id":"W2981346539","doi":"10.1140/epjc/s10052-020-08477-8","title":"Determination of jet calibration and energy resolution in proton–proton collisions at $$\\sqrt{s} = 8~\\hbox {TeV}$$ using the ATLAS detector","year":2020,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":31,"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; McGill University; University of Victoria; University of Toronto","funders":"H2020 Marie Skłodowska-Curie Actions; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Social Fund; 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; 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; 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; Generalitat de Catalunya; 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":"Physics; Atlas (anatomy); Nuclear physics; Calibration; Jet (fluid); Large Hadron Collider; Energy (signal processing); Luminosity; Detector; Particle physics; Calorimeter (particle physics); Proton; Astrophysics; 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":[0.0001772447,0.0001164385,0.0001518494,0.00001190689,0.0003248361,0.00004516658,0.0001375355,0.000007861812,0.000004543619],"category_scores_gemma":[0.00001415203,0.00006374324,0.00007643888,0.0001610304,0.0002052553,0.0001299767,0.0002034128,0.0001642984,0.000003266731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002614606,"about_ca_system_score_gemma":0.00001212053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003690564,"about_ca_topic_score_gemma":5.102328e-7,"domain_scores_codex":[0.9988697,0.0004574442,0.0002220903,0.0001247172,0.0001671144,0.0001589347],"domain_scores_gemma":[0.9995642,0.0001008126,0.0001435575,0.00008307558,0.00003289682,0.00007546867],"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":[0.0002785043,0.0002323172,0.00361944,0.00001714847,0.00004454235,0.000004623728,0.004084518,0.0007245383,0.9640075,0.01050221,0.00009814476,0.01638653],"study_design_scores_gemma":[0.0006724977,0.0002439834,0.0005138896,0.00005685357,0.00004664298,0.000004596356,0.0005674038,0.09737172,0.8699605,0.03013494,0.0002616172,0.0001653791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991623,0.00004611994,0.005146679,0.0005807407,0.00002352412,0.0001999868,0.000007561293,0.000007063833,0.002365293],"genre_scores_gemma":[0.9993113,0.000006164526,0.00006519372,0.00001915042,0.0005611461,0.00001414932,0.000001839073,0.00001453381,0.000006511962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09664718,"threshold_uncertainty_score":0.2599374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025165263755042,"score_gpt":0.2697973486390958,"score_spread":0.2446320848840538,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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