{"id":"W6962624345","doi":"10.17863/cam.73038","title":"Test of the universality of $τ$ and $μ$ lepton couplings in $W$-boson decays from $t\\bar{t}$ events with the ATLAS detector","year":2020,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","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; 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; 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; 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; General Secretariat for Research and Technology; National Science Foundation; Compute Canada; Alexander von Humboldt-Stiftung; TRIUMF; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond; Ministerio de Ciencia e Innovación","keywords":"Lepton; Electroweak interaction; Muon; Universality (dynamical systems); Gauge boson; Large Hadron Collider; Hadron; Atlas detector","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":[0.00003660748,0.00007591605,0.0001817932,0.000007565789,0.00007362925,0.000002004228,0.000178649,0.00001382448,0.00002018297],"category_scores_gemma":[0.000003506981,0.00005356397,0.00005913825,0.0001512256,0.0003965075,0.00006206009,0.0001732067,0.00006918371,0.000001609556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001048516,"about_ca_system_score_gemma":0.00001810574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867507,"about_ca_topic_score_gemma":0.00001986547,"domain_scores_codex":[0.999571,0.00002417253,0.0000730625,0.0001181149,0.0001204286,0.00009325382],"domain_scores_gemma":[0.9996059,0.0001080656,0.0001071572,0.0001094152,0.00003034222,0.00003911987],"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":[0.0003422311,0.0002143685,0.7986069,0.00002659947,0.0001768443,8.679949e-7,0.006906314,0.00005183292,0.1731194,0.01945067,0.0001169684,0.0009869138],"study_design_scores_gemma":[0.00223304,0.0002455177,0.3116837,0.00008776965,0.0001443113,9.854756e-8,0.01981166,0.00192268,0.6625195,0.0009144055,0.0002497972,0.0001875683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974955,0.00003787669,0.000340666,0.001160294,0.000007243951,0.000101708,0.00008241996,0.000003200059,0.0007710705],"genre_scores_gemma":[0.9999017,0.000003700983,0.00004719878,0.0000104942,0.00001111379,1.570138e-7,0.000002101115,0.000003560597,0.00001994609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4894,"threshold_uncertainty_score":0.5846539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008293581818570697,"score_gpt":0.1915900532864071,"score_spread":0.1832964714678364,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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