{"id":"W6964980119","doi":"10.3204/pubdb-2017-10473","title":"Identification and rejection of pile-up jets at high pseudorapidity with the ATLAS detector","year":2017,"lang":"en","type":"article","venue":"DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Fundação para a Ciência e a Tecnologia; 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; Fondation Partager le Savoir; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Shota Rustaveli National Science Foundation; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; European Regional Development Fund; British Columbia Knowledge Development Fund; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; U.S. Department of Energy; Israeli Centers for Research Excellence; 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; Austrian Science Fund; Ontario Innovation Trust; 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; 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; Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond","keywords":"Pseudorapidity; Atlas (anatomy); Jet (fluid); Detector; Particle identification; Large Hadron Collider; Identification (biology); Vertex (graph theory)","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":[0.002507446,0.0007087954,0.001347487,0.002040513,0.0009287338,0.003009474,0.001121115,0.00130897,0.002345925],"category_scores_gemma":[0.004122112,0.0005033987,0.0007985043,0.002349122,0.0005370795,0.001041298,0.001367043,0.0006585063,0.001514942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005553463,"about_ca_system_score_gemma":0.000539744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039372,"about_ca_topic_score_gemma":0.001526,"domain_scores_codex":[0.9963321,0.000719428,0.0002103933,0.0005422974,0.001510305,0.0006855784],"domain_scores_gemma":[0.9960769,0.001624458,0.0006677799,0.0008574938,0.0005362908,0.0002371398],"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":[0.01242898,0.0003946919,0.2957731,0.0004214883,0.0007057104,0.002062761,0.0006813827,0.01589085,0.5742814,0.004359377,0.003178248,0.08982207],"study_design_scores_gemma":[0.0001557262,0.0007674601,0.3113607,0.00005324445,0.0002862882,0.00335903,0.0002483636,0.05313847,0.6220552,0.002102416,0.006210604,0.0002624535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540494,0.0006138058,0.03772641,0.00008417929,0.00004226972,0.00003241745,0.001516739,0.001210144,0.004724495],"genre_scores_gemma":[0.9867266,0.0001453695,0.008686903,0.0000930545,0.00002271993,0.0000347757,0.002919988,0.0001840223,0.001186676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003009474,"threshold_uncertainty_score":0.01326084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742757634611152,"score_gpt":0.2585007942202418,"score_spread":0.2410732178741303,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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