{"id":"W4396816615","doi":"10.3204/pubdb-2024-06030","title":"ATLAS searches for additional scalars and exotic Higgs boson decays with the LHC Run 2 dataset","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"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; Particle physics; Physics; Atlas (anatomy); ATLAS experiment; Boson; Scalar (mathematics); Nuclear physics; Biology","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":[0.002641164,0.001259652,0.0009350944,0.002893514,0.0006153349,0.002222218,0.001053785,0.0005970613,0.006954786],"category_scores_gemma":[0.003243542,0.0004485595,0.001104946,0.003724929,0.0003045988,0.0008891862,0.001807182,0.0004353306,0.002757906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008622175,"about_ca_system_score_gemma":0.001272519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005407072,"about_ca_topic_score_gemma":0.02277234,"domain_scores_codex":[0.9985753,0.0002960289,0.00009876843,0.00033787,0.0005151597,0.0001767553],"domain_scores_gemma":[0.9970431,0.001106433,0.0004139676,0.0007300851,0.0004461844,0.0002602159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00895941,0.0004217172,0.6170776,0.005285311,0.00722394,0.003263974,0.0009422181,0.01275949,0.07009022,0.008437977,0.1524593,0.1130788],"study_design_scores_gemma":[0.0004507686,0.0009171917,0.5950512,0.0002869747,0.002637082,0.002710214,0.000531704,0.0071782,0.02910696,0.00386038,0.3569425,0.0003268352],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5175158,0.006221431,0.007989584,0.0007367468,0.0002425914,0.0001353271,0.4397161,0.002856868,0.02458554],"genre_scores_gemma":[0.419823,0.001868175,0.01032821,0.0003963706,0.0002306931,0.000178847,0.5606812,0.0005879079,0.005905594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006954786,"threshold_uncertainty_score":0.02326608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06447761931711897,"score_gpt":0.213431552011215,"score_spread":0.148953932694096,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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