{"id":"W6925376621","doi":"10.17863/cam.74088","title":"Measurement of single top-quark production in association with a W boson in the single-lepton channel at s = 8 TeV with the ATLAS detector","year":2020,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Optimization and Variational Analysis","field":"Computer Science","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; European Regional Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; British Columbia Knowledge Development Fund; 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; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; Israel Science Foundation; 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; Austrian Science Fund; U.S. Department of Energy; National Natural Science Foundation of China; Alexander von Humboldt-Stiftung; Institut de Valorisation des Données; Leverhulme Trust; European Commission; 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; National Science Foundation; TRIUMF; Compute Canada; Agencia Nacional de Investigación y Desarrollo; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond; Ministerio de Ciencia e Innovación; General Secretariat for Research and Technology","keywords":"Large Hadron Collider; Luminosity; Atlas (anatomy); Top quark; Detector; ATLAS experiment; Lepton; Invariant mass","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":[],"consensus_categories":[],"category_scores_codex":[0.000410162,0.00007403731,0.0001365758,0.00009198903,0.00009529486,0.00001917082,0.0003203777,0.00003179941,0.000003791415],"category_scores_gemma":[0.00004951,0.00005247567,0.00004125703,0.001103865,0.00003226495,0.0002672771,0.00005489319,0.00007292453,0.000002408186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487693,"about_ca_system_score_gemma":0.00005665338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004270904,"about_ca_topic_score_gemma":0.001066412,"domain_scores_codex":[0.9988688,0.0001387323,0.00009999354,0.0002015345,0.0005829649,0.0001079992],"domain_scores_gemma":[0.9993194,0.00003944265,0.0002429632,0.0001666884,0.0002070456,0.00002446273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002701425,0.003468121,0.376421,0.0004019253,0.001165307,0.0000610117,0.1493071,0.2725651,0.1618766,0.009892193,0.01139322,0.01074699],"study_design_scores_gemma":[0.007019015,0.003195525,0.5121276,0.0003812149,0.0004458828,0.00001644886,0.01862338,0.3201125,0.1331353,0.00005400461,0.003856789,0.001032378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026173,0.00002715762,0.06367264,0.0329311,0.00002797401,0.0002547183,0.000002492545,0.00001851717,0.0004481035],"genre_scores_gemma":[0.9986968,0.000004322687,0.001073959,0.00009304711,0.00001679724,6.266404e-7,0.000002535864,0.000002858228,0.0001090277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1357066,"threshold_uncertainty_score":0.2139896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845350207527442,"score_gpt":0.1720560899467682,"score_spread":0.1536025878714938,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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