{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004971683,0.0003127255,0.0003366472,0.00006446557,0.001444098,0.0003483358,0.0005629934,0.00004304498,0.0002024152],"category_scores_gemma":[0.00006379586,0.0002255464,0.00008271405,0.0001749746,0.0007844021,0.001294346,0.0005225684,0.0002037166,0.00009210352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007866746,"about_ca_system_score_gemma":0.0000429602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008072658,"about_ca_topic_score_gemma":0.00008431053,"domain_scores_codex":[0.9979677,0.0001492912,0.0004372042,0.0006209317,0.0004130888,0.0004118448],"domain_scores_gemma":[0.9972664,0.0001312221,0.0006882299,0.001457905,0.000297543,0.0001587407],"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":[0.0008144837,0.001599728,0.1988616,0.00009181472,0.0007969831,0.000001200736,0.001102467,0.00001448318,0.5757147,0.1954132,0.005592201,0.01999712],"study_design_scores_gemma":[0.002310379,0.0002980685,0.1509237,0.00003648067,0.0002475307,0.000003657193,0.0008125713,0.0008708131,0.8374555,0.002102195,0.00439307,0.000546006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991152,0.0001120256,0.004865322,0.001841851,0.0001181544,0.0008463002,0.0003469231,0.00005533574,0.0006621183],"genre_scores_gemma":[0.998171,0.00001595268,0.0002105192,0.00002285537,0.0002561819,0.0005718528,0.0004041284,0.00003269063,0.0003148695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2617408,"threshold_uncertainty_score":0.9998559,"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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