{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009408098,0.001805089,0.00113372,0.002527591,0.000826349,0.00172169,0.001483568,0.001559103,0.01856675],"category_scores_gemma":[0.002437944,0.000487482,0.001347177,0.002785247,0.000290411,0.0008403892,0.001372941,0.0006560014,0.01136092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007078035,"about_ca_system_score_gemma":0.0012653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240014,"about_ca_topic_score_gemma":0.03284184,"domain_scores_codex":[0.9992366,0.0001071983,0.00003847076,0.0002628861,0.0002069297,0.0001479771],"domain_scores_gemma":[0.9988616,0.0002884563,0.00009492593,0.000370834,0.0002139214,0.0001702993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002494732,0.0003216631,0.04705881,0.001245288,0.001046597,0.0005787438,0.000154052,0.004435045,0.009006123,0.003334516,0.9139282,0.01639629],"study_design_scores_gemma":[0.001876999,0.0005661016,0.1816415,0.0002209558,0.0009659965,0.001277266,0.000360533,0.02343215,0.0151705,0.008001809,0.7662311,0.0002550031],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03932228,0.0004063015,0.0008119709,0.0002014888,0.00008958457,0.00004820426,0.9480119,0.004483958,0.006624169],"genre_scores_gemma":[0.0330286,0.00009790766,0.001150779,0.0001489594,0.00004820758,0.00006130288,0.9631542,0.0003192798,0.001990667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01856675,"threshold_uncertainty_score":0.06211197,"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). Scores rank; they never assert a category."}}