{"id":"W7073578360","doi":"","title":"ATLAS searches for additional scalars and exotic Higgs boson decays with the LHC Run 2 dataset","year":2025,"lang":"en","type":"article","venue":"CU Research Publications Repository","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","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; 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; Knut och Alice Wallenbergs Stiftelse; 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; 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; 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":"Large Hadron Collider; Higgs boson; Atlas (anatomy); ATLAS experiment; Scalar (mathematics); Boson; Collision; Hadron","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":[0.0002983176,0.0000885505,0.00009293761,0.00005210132,0.001243142,0.0002371742,0.0002495369,0.00001810198,0.0001367622],"category_scores_gemma":[0.00003590227,0.00005324844,0.00003311932,0.000361394,0.0007505114,0.00016866,0.0002266975,0.000181541,0.00001542036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004036491,"about_ca_system_score_gemma":0.0001153799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007643743,"about_ca_topic_score_gemma":0.000002367897,"domain_scores_codex":[0.9989462,0.0001112228,0.000115269,0.0002619037,0.0002549324,0.0003104045],"domain_scores_gemma":[0.9983097,0.001024377,0.00002481481,0.0002834625,0.0002584367,0.00009921834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004639502,0.0002624686,0.01126393,0.0000167617,0.0001552025,3.154744e-7,0.00009404361,0.000003192342,0.008181803,0.5242571,0.4529383,0.002780425],"study_design_scores_gemma":[0.001096223,0.0002513335,0.02851787,0.0001083976,0.00007692137,0.000005134925,0.003802654,0.002298958,0.1951549,0.09072594,0.6775767,0.000385046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850477,0.0008143999,0.004380804,0.03826715,0.00007722268,0.00219119,0.008652556,0.0001055309,0.06046345],"genre_scores_gemma":[0.9945624,0.000002873434,0.000248385,0.00003037264,0.0001683064,0.001743776,0.001871343,0.000005850019,0.001366684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4335312,"threshold_uncertainty_score":0.956137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725219548988753,"score_gpt":0.3567094647207183,"score_spread":0.2994572692308308,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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