{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007691581,0.0006523849,0.0005083006,0.001213511,0.0003492756,0.0007663069,0.0006814389,0.0005710707,0.00190229],"category_scores_gemma":[0.0007121969,0.000276297,0.0005118321,0.001202855,0.0002215589,0.0003310093,0.0007075557,0.0003429758,0.0005457433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344782,"about_ca_system_score_gemma":0.0003441873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426232,"about_ca_topic_score_gemma":0.007074603,"domain_scores_codex":[0.9995772,0.00008017554,0.00001687552,0.000119051,0.0001223393,0.00008429476],"domain_scores_gemma":[0.9993498,0.0001906867,0.0001534254,0.00009419337,0.0001149108,0.00009691239],"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":[0.004871823,0.0006862411,0.7238098,0.0005287751,0.001537926,0.00189287,0.0001739364,0.04159712,0.1930323,0.003196683,0.007130347,0.0215422],"study_design_scores_gemma":[0.000303832,0.0006712514,0.6439883,0.0000359117,0.0003989063,0.001324492,0.0001635911,0.1649089,0.1797076,0.001984553,0.006381746,0.0001308597],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912238,0.00009122405,0.001419968,0.00005758567,0.000008550535,0.000009687223,0.005108797,0.0002200519,0.001860387],"genre_scores_gemma":[0.9906756,0.00003839063,0.001371307,0.00001982345,0.000009601647,0.00001047699,0.007250252,0.00002665782,0.000597949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003426232,"threshold_uncertainty_score":0.006812572,"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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