{"id":"W7126310556","doi":"","title":"Measurement of the top-quark Yukawa coupling from t t ¯ production in the lepton+jets final state using pp collisions at s = 13 TeV with the ATLAS detector","year":2025,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"Atlas detector; Yukawa potential; Detector; State (computer science); Atlas (anatomy); Coupling (piping)","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":[0.0006684886,0.000587277,0.0003444398,0.0009342431,0.0007318053,0.001330682,0.0007321638,0.0008748593,0.002867026],"category_scores_gemma":[0.0007585395,0.0005357864,0.0004974434,0.001297645,0.0004825599,0.0005917461,0.0006766965,0.0006626368,0.0004855456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005702396,"about_ca_system_score_gemma":0.0005137789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00324209,"about_ca_topic_score_gemma":0.004767813,"domain_scores_codex":[0.9995255,0.000101732,0.00002014806,0.0001520917,0.0001057927,0.00009467991],"domain_scores_gemma":[0.9994168,0.0002141497,0.000126077,0.00004914994,0.0000658842,0.0001279754],"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":[0.005393146,0.0004350743,0.1021936,0.0002266039,0.0004500926,0.001297549,0.0006179408,0.00228563,0.8727059,0.004398442,0.000918265,0.009077733],"study_design_scores_gemma":[0.0006244965,0.001715594,0.3687294,0.00004667989,0.000470463,0.00133576,0.0002796582,0.01794406,0.6051784,0.001749677,0.00177097,0.0001550212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900699,0.0001986227,0.004126782,0.00006981453,0.00001666421,0.00002504941,0.000775053,0.00009521734,0.004622951],"genre_scores_gemma":[0.9975286,0.00007404826,0.001168011,0.0000375485,0.00001169927,0.00001259908,0.0004389004,0.00002014904,0.0007085185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00324209,"threshold_uncertainty_score":0.009591103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395632631548669,"score_gpt":0.2652421193074627,"score_spread":0.221285792991976,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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