{"id":"W4407191703","doi":"10.1140/epjc/s10052-024-13715-4","title":"Search for a light charged Higgs boson in $$t \\rightarrow H^{\\pm } b$$ decays, with $$H^{\\pm } \\rightarrow cs$$, in $$pp$$ collisions at $$\\sqrt{s}={13}\\hbox { TeV}$$ with the ATLAS detector","year":2025,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; York University; University of British Columbia; TRIUMF; Carleton University; University of Toronto; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Victoria; McGill University","funders":"CHIST-ERA; 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; Japan Society for the Promotion of Science; 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; Knut och Alice Wallenbergs Stiftelse; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Israel Science Foundation; 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; Ministero dell'Università e della Ricerca; Grantová Agentura České Republiky; Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Horizon 2020 Framework Programme; Vetenskapsrådet; 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; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; 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; Baden-Württemberg Stiftung; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Algorithm; Physics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008837171,0.0006084913,0.0005604431,0.00132223,0.0007919219,0.001690326,0.0006483662,0.001015856,0.005343059],"category_scores_gemma":[0.0003797554,0.0005955591,0.0006473474,0.001540756,0.0002719821,0.0005656185,0.0008082734,0.0003799943,0.001141019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003989797,"about_ca_system_score_gemma":0.0004853212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002448028,"about_ca_topic_score_gemma":0.00367978,"domain_scores_codex":[0.9996634,0.00007204109,0.00001433823,0.00009184498,0.00007991365,0.00007852606],"domain_scores_gemma":[0.9997861,0.00005227287,0.0000370831,0.0000244656,0.00002521678,0.00007491693],"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":[0.01087063,0.001053149,0.2228369,0.0002768547,0.0008297748,0.007292203,0.0005901163,0.004018554,0.7055973,0.00781089,0.008849951,0.02997371],"study_design_scores_gemma":[0.003110695,0.004377698,0.2594205,0.00006609003,0.001435457,0.007055601,0.001702111,0.05602929,0.6449403,0.007378423,0.01414979,0.0003340089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830043,0.0002163254,0.005531387,0.000295151,0.00002601936,0.00004328657,0.001461865,0.0004138783,0.009007783],"genre_scores_gemma":[0.9919105,0.00007362526,0.003457722,0.0001606808,0.00001816689,0.00001942628,0.001141586,0.00005835496,0.003159925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005343059,"threshold_uncertainty_score":0.0178743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164348657322942,"score_gpt":0.2591566667178047,"score_spread":0.2475131801445753,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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