{"id":"W2614072358","doi":"10.1140/epjc/s10052-017-5081-5","title":"Identification and rejection of pile-up jets at high pseudorapidity with the ATLAS detector","year":2017,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":47,"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; McGill University; University of Victoria; Institute of Particle Physics; University of Toronto","funders":"H2020 Marie Skłodowska-Curie Actions; Nuclear Physics; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Deutsches Elektronen-Synchrotron; Universidade Federal de São João del-Rei; Shanghai Key Laboratory for Particle Physics and Cosmology; Technische Universität Dortmund; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; Fondation Partager le Savoir; State Key Laboratory of Particle Detection and Electronics; Pontificia Universidad Católica de Chile; University of Science and Technology of China; Universidade Federal do Rio de Janeiro; Nanjing University; Akademia Górniczo-Hutnicza im. Stanislawa Staszica; Universidade Federal de Juiz de Fora; Institut National de Physique Nucléaire et de Physique des Particules; Université de Genève; Universidad de Buenos Aires; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Shanghai Jiao Tong University; Shota Rustaveli National Science Foundation; Universitatea Transilvania din Brasov; 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; Generalitat de Catalunya; Generalitat Valenciana; Fonds Québécois de la Recherche sur la Nature et les Technologies; Technische Universität Dresden; Austrian Science Fund; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Chinese Academy of Sciences; Tsinghua University; Institute of High Energy Physics; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Danmarks Grundforskningsfond; Agence Nationale de la Recherche; Universität Heidelberg; Javna Agencija za Raziskovalno Dejavnost RS; Science and Technology Facilities Council; University of Glasgow; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universidad Técnica Federico Santa María; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; National Natural Science Foundation of China; Scottish Universities Physics Alliance; Southern Methodist University; Department of Science and Technology, Ministry of Science and Technology, India; General Secretariat for Research and Technology; Israeli Centers for Research Excellence; U.S. Department of Energy; Shandong University; Ontario Innovation Trust; Justus Liebig Universität Gießen; Centres de Recerca de Catalunya; CERN; Institutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'; High Energy Physics; TRIUMF; Alexander von Humboldt-Stiftung; Università della Calabria; Canarie; Harvard University; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Brookhaven National Laboratory; European Regional Development Fund; British Columbia Knowledge Development Fund; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Royal Society; Compute Canada; National Science Foundation","keywords":"Pseudorapidity; Atlas (anatomy); Pile; Detector; Identification (biology); Atlas detector; Physics; Nuclear physics; Engineering; Large Hadron Collider; Optics; Biology; Structural engineering; Botany; Anatomy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002777781,0.0001029238,0.0001247929,0.000005682349,0.001300881,0.0001341643,0.0002639282,0.000004266016,0.000006273299],"category_scores_gemma":[0.000007435888,0.00004739386,0.00006528714,0.00003099747,0.0005774092,0.0001336586,0.0002085732,0.0001690301,0.00003860729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001106827,"about_ca_system_score_gemma":0.000004110889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002547081,"about_ca_topic_score_gemma":7.510946e-7,"domain_scores_codex":[0.9992554,0.0002068385,0.0001238037,0.0001123248,0.000164999,0.0001365942],"domain_scores_gemma":[0.9992975,0.00007202633,0.0002656916,0.0002569313,0.00005346732,0.00005437125],"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":[0.0003402141,0.0002564678,0.002929743,0.000007981971,0.0002803812,0.000002713926,0.001915867,0.00003081132,0.916373,0.0293817,0.001951383,0.04652974],"study_design_scores_gemma":[0.001015124,0.0002786402,0.07182927,0.00004120595,0.000162182,0.00001234262,0.0005446633,0.0001571453,0.8169586,0.1085281,0.0002518418,0.0002209265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889103,0.00002540824,0.0003242064,0.0006352083,0.0000915114,0.0000726642,0.000006255825,0.000006192607,0.009928302],"genre_scores_gemma":[0.9988944,0.000005669038,0.000005181596,0.00000519833,0.0009114164,0.000002804509,7.105149e-7,0.00001259163,0.0001620599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09941439,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573409428610412,"score_gpt":0.2567218515109739,"score_spread":0.2409877572248698,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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