{"id":"W4400718912","doi":"10.3204/pubdb-2024-05560","title":"Using pile-up collisions as an abundant source of low-energy hadronic physics processes in ATLAS and an extraction of the jet energy resolution","year":2024,"lang":"en","type":"preprint","venue":"Lancaster EPrints (Lancaster University)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"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; 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; 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; 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; Ministero dell'Università e della Ricerca; 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 (anatomy); Large Hadron Collider; Hadron; Nuclear physics; ATLAS experiment; Particle physics; Collision; Jet (fluid); Vertex (graph theory); Luminosity; Astrophysics; Computer science","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":[0.0009181009,0.0006323321,0.0004955284,0.003037154,0.001193387,0.002616838,0.0009215223,0.0004590958,0.005204082],"category_scores_gemma":[0.002784609,0.0004042115,0.0007677407,0.006085134,0.0005731431,0.001222807,0.002355034,0.000610284,0.00286948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009876742,"about_ca_system_score_gemma":0.001552484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287054,"about_ca_topic_score_gemma":0.02360983,"domain_scores_codex":[0.998466,0.000138674,0.00009393521,0.0002963968,0.0007921919,0.0002127393],"domain_scores_gemma":[0.9984348,0.0003452351,0.0002509442,0.0005269604,0.0003068628,0.0001351596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006600833,0.0004398836,0.435622,0.001599408,0.000915096,0.004401535,0.002336069,0.06813894,0.1050588,0.02756179,0.1082769,0.2390487],"study_design_scores_gemma":[0.000202958,0.000379735,0.6296997,0.0001910558,0.0002979957,0.00284625,0.001021805,0.05325888,0.1105522,0.01145762,0.1895717,0.0005200931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6629345,0.001375338,0.07591939,0.00046668,0.0001852396,0.0002918947,0.2091442,0.008799423,0.0408833],"genre_scores_gemma":[0.6857641,0.0007395015,0.03337079,0.0001943177,0.0001089309,0.0002399123,0.2717429,0.00102116,0.006818479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01287054,"threshold_uncertainty_score":0.02559125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535433675005267,"score_gpt":0.2729752502799798,"score_spread":0.2476209135299272,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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