{"id":"W7111798182","doi":"","title":"Measurement of the top-quark Yukawa coupling from <i>tt</i> production in the lepton+jets final state using <i>pp</i> collisions at √<i>s</i> = 13 TeV with the ATLAS detector","year":2025,"lang":"en","type":"article","venue":"","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; Agencia Estatal de Investigación; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Vetenskapsrådet; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministerstvo Školství, Mládeže a Tělovýchovy; National Science and Technology Council; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Regional Development Fund; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Japan Society for the Promotion of Science; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; UK Research and Innovation; Istituto Nazionale di Fisica Nucleare; U.S. Department of Energy; Carl Tryggers Stiftelse för Vetenskaplig Forskning; Ministero dell'Università e della Ricerca; Grantová Agentura České Republiky; Austrian Science Fund; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; National Science Foundation; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; Centres de Recerca de Catalunya; CERN; Ministerio de Ciencia e Innovación","keywords":"Yukawa potential; Higgs boson; Electroweak interaction; Atlas (anatomy); Muon; Standard Model (mathematical formulation); Boson; 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":[0.000393081,0.0003995645,0.0002076252,0.0008730186,0.0003333163,0.0007426852,0.0005560378,0.0003184428,0.001905008],"category_scores_gemma":[0.0005362406,0.0003063803,0.0003409871,0.001206096,0.0002242531,0.0002938098,0.0005354729,0.0003474751,0.0004307605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005958095,"about_ca_system_score_gemma":0.0003287575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374801,"about_ca_topic_score_gemma":0.005933063,"domain_scores_codex":[0.9996439,0.00004734247,0.00001806809,0.0000991976,0.0001316513,0.00005975319],"domain_scores_gemma":[0.9995421,0.0001098617,0.0001540469,0.0000632231,0.0000647066,0.00006611057],"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":[0.001743128,0.0001771357,0.3045934,0.0001773884,0.000531133,0.0005994818,0.0002932033,0.007297189,0.6653038,0.004726874,0.001481926,0.0130753],"study_design_scores_gemma":[0.00006951095,0.0003720726,0.4437272,0.00002163695,0.0002984853,0.0006972643,0.0001454547,0.022532,0.5273385,0.0008821328,0.003831757,0.00008394855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868547,0.0001129918,0.006724086,0.00002762645,0.000008499176,0.00001300815,0.001975855,0.000195892,0.004087419],"genre_scores_gemma":[0.9945082,0.00005302187,0.002821579,0.00002442202,0.000005328919,0.00001402785,0.002137537,0.00004682194,0.0003891011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002374801,"threshold_uncertainty_score":0.006372869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178681394744713,"score_gpt":0.2526813410050964,"score_spread":0.2308945270576492,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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