{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002260491,0.001045684,0.001298093,0.00137019,0.0009822624,0.002826928,0.001227032,0.001285097,0.001633972],"category_scores_gemma":[0.003433185,0.0004969893,0.0009799382,0.001945673,0.0005602933,0.0009923478,0.001607076,0.0006983874,0.0008959088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006841342,"about_ca_system_score_gemma":0.000785484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049293,"about_ca_topic_score_gemma":0.001269358,"domain_scores_codex":[0.996771,0.0008549009,0.0001485009,0.0004032172,0.001236086,0.00058616],"domain_scores_gemma":[0.9967759,0.001495631,0.0005551907,0.0006618447,0.0002882085,0.0002232843],"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":[0.01667251,0.0006459252,0.2209962,0.000538349,0.001104948,0.003915921,0.000848012,0.1218126,0.494266,0.008141012,0.002117804,0.1289408],"study_design_scores_gemma":[0.0001925578,0.001406471,0.1238699,0.00005754196,0.0003310773,0.004315933,0.0002547225,0.2631327,0.5985672,0.003308021,0.004209623,0.0003541627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922014,0.0005022087,0.1012991,0.00007350009,0.00004218775,0.00003937055,0.0005443636,0.001476523,0.003821224],"genre_scores_gemma":[0.9842845,0.0001081364,0.01372932,0.00004799714,0.0000146772,0.00002942822,0.0008898703,0.0001175567,0.0007785625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002826928,"threshold_uncertainty_score":0.01195478,"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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