{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005410538,0.0007551052,0.0004882612,0.001420578,0.0006641551,0.001744743,0.001039394,0.0008977062,0.001810331],"category_scores_gemma":[0.004254203,0.0007190292,0.0009192887,0.001818412,0.0003570692,0.0009031525,0.001097267,0.0006441827,0.0008809772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276312,"about_ca_system_score_gemma":0.0005184099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002847163,"about_ca_topic_score_gemma":0.004988514,"domain_scores_codex":[0.9975424,0.0005981693,0.0001156255,0.0006194749,0.0009006686,0.0002237351],"domain_scores_gemma":[0.9977342,0.000814594,0.0004118996,0.0003731356,0.0005919866,0.00007423967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01395425,0.0006240381,0.4196815,0.0004906846,0.002477194,0.001446074,0.0005982681,0.1145826,0.3334202,0.01491849,0.009591013,0.08821572],"study_design_scores_gemma":[0.0003421458,0.0004920032,0.3726929,0.00009260897,0.0006083391,0.001076976,0.0001428986,0.1313633,0.4813728,0.002350767,0.009138595,0.0003268443],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144241,0.001805973,0.06201796,0.0003580895,0.00008814272,0.00006375372,0.004471562,0.001839596,0.01493083],"genre_scores_gemma":[0.9793458,0.0001953117,0.01489589,0.000106704,0.00002158408,0.00002908785,0.00374377,0.0003025759,0.001359245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005410538,"threshold_uncertainty_score":0.02861398,"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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