{"id":"W4386655584","doi":"10.3204/pubdb-2023-06718","title":"Electron and photon energy calibration with the ATLAS detector using LHC Run 2 data","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHIST-ERA; H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Fundação para a Ciência e a Tecnologia; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Natural Sciences and Engineering Research Council of Canada; Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Vetenskapsrådet; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Banco Bilbao Vizcaya Argentaria; British Columbia Knowledge Development Fund; European Regional Development Fund; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Austrian Science Fund; Ministerstvo Školství, Mládeže a Tělovýchovy; 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; National Science Foundation; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Norges Forskningsråd; Fundación BBVA; Baden-Württemberg Stiftung; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; Istituto Nazionale di Fisica Nucleare; Canarie; CERN; HORIZON EUROPE Marie Sklodowska-Curie Actions; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Physics; Large Hadron Collider; Atlas (anatomy); Electron; Photon; Nuclear physics; Calibration; Particle physics; Calorimeter (particle physics); Energy (signal processing); Detector; Boson; Optics; Quantum mechanics","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":[0.002623879,0.0008609617,0.0005072496,0.002112181,0.0006992172,0.001499214,0.001001283,0.0005712272,0.003581596],"category_scores_gemma":[0.002691425,0.0003970257,0.0005352714,0.002455828,0.0003099446,0.0009465886,0.001663359,0.0006485349,0.001320888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124887,"about_ca_system_score_gemma":0.000797767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004020746,"about_ca_topic_score_gemma":0.009254384,"domain_scores_codex":[0.9972889,0.0004801182,0.0001296583,0.0006977622,0.00111218,0.0002912808],"domain_scores_gemma":[0.9984434,0.0001983166,0.0002551918,0.0006074774,0.0004407338,0.00005491665],"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":[0.005341544,0.0006851607,0.5011819,0.0008021444,0.001381893,0.001213894,0.001558939,0.08328577,0.1809904,0.02587341,0.02612518,0.1715599],"study_design_scores_gemma":[0.000276385,0.0006134086,0.4275882,0.0001495371,0.0005071721,0.001507212,0.0003857339,0.1030246,0.3336287,0.008252623,0.1236815,0.0003850793],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8516958,0.001463839,0.09118076,0.0002661662,0.0002113432,0.0001772087,0.02172439,0.004855494,0.02842485],"genre_scores_gemma":[0.9410234,0.0003647397,0.02724174,0.000162194,0.00007815311,0.0001159923,0.02666077,0.0007329336,0.003619958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004020746,"threshold_uncertainty_score":0.01387662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0721655664968762,"score_gpt":0.2099067944212547,"score_spread":0.1377412279243785,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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