{"id":"W2293454030","doi":"10.1007/jhep06(2016)093","title":"Identification of high transverse momentum top quarks in pp collisions at s = 8 $$ \\sqrt{s}=8 $$ TeV with the ATLAS detector","year":2016,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia; York University; TRIUMF; Carleton University; University of Victoria; McGill University; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; National Research Center \"Kurchatov Institute\"; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; Israeli Centers for Research Excellence; Joint Institute for Nuclear Research; Centre National pour la Recherche Scientifique et Technique; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Bundesministerium für Bildung und Forschung; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Austrian Science Fund; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Education, Culture, Sports, Science and Technology; General Secretariat for Research and Technology; Ministerstwo Edukacji i Nauki; CERN; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Natural Science Foundation of China; Department of Science and Technology, Ministry of Science and Technology, India; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Georgian National Science Foundation; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Physics; Particle physics; Large Hadron Collider; Quark; Nuclear physics; Gluon; Hadron; Substructure; Jet (fluid); Atlas (anatomy); Quark–gluon plasma; Top quark; Transverse plane; Monte Carlo method; Charm quark","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":[0.002309529,0.0005040728,0.0007862212,0.001128788,0.0006441342,0.001559881,0.0008360338,0.0006534054,0.000768343],"category_scores_gemma":[0.003024161,0.0004254912,0.000457326,0.002305779,0.0004136227,0.0007860797,0.0009519042,0.000436134,0.00034438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006151704,"about_ca_system_score_gemma":0.0005408772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440274,"about_ca_topic_score_gemma":0.004209497,"domain_scores_codex":[0.9988421,0.0003701955,0.0000750114,0.0002220006,0.0003693402,0.0001213843],"domain_scores_gemma":[0.9975667,0.00143811,0.0003720679,0.0002793708,0.0002222331,0.0001214638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009772928,0.0005865532,0.439933,0.0005095587,0.001185764,0.003701595,0.0008679267,0.1699984,0.2579747,0.006693402,0.002197594,0.1065786],"study_design_scores_gemma":[0.0002507422,0.001184228,0.1506513,0.00002780976,0.0003440571,0.002909294,0.0004640073,0.5759889,0.2618721,0.00433022,0.001802624,0.0001746916],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811773,0.0002779012,0.01645032,0.00004808206,0.00001233047,0.00001390435,0.0004423041,0.0003127127,0.001265174],"genre_scores_gemma":[0.9781173,0.0001220709,0.01999432,0.00002925887,0.00001021935,0.00001060665,0.001107083,0.00006916337,0.0005398684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002440274,"threshold_uncertainty_score":0.01221412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006368514805224604,"score_gpt":0.2210629207465345,"score_spread":0.2146944059413099,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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