{"id":"W4379258798","doi":"10.3204/pubdb-2023-04998","title":"Combination and summary of ATLAS dark matter searches interpreted in a 2HDM with a pseudo-scalar mediator using 139 fb$^{-1}$ of $\\sqrt{s} = 13$ TeV $pp$ collision data","year":2023,"lang":"en","type":"preprint","venue":"University of Birmingham Research Portal (University of Birmingham)","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 Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; 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; Banco Bilbao Vizcaya Argentaria; 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; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; Istituto Nazionale di Fisica Nucleare; Austrian Science Fund; Ministerstvo Školství, Mládeže a Tělovýchovy; 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; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Royal Society; National Science Foundation; Norges Forskningsråd; Fundación BBVA; Compute Canada; Baden-Württemberg Stiftung; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; HORIZON EUROPE Marie Sklodowska-Curie Actions; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Physics; Particle physics; Higgs boson; Boson; Large Hadron Collider; ATLAS experiment; Scalar (mathematics); Dark matter; Atlas (anatomy); Quark; Top quark; Nuclear physics; Geometry","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":[0.001701334,0.0008941687,0.0007308194,0.003406277,0.0005707436,0.001755406,0.0006056025,0.0003963881,0.002346701],"category_scores_gemma":[0.002210691,0.0003686253,0.0009442685,0.003615491,0.0003531532,0.0004852726,0.001201556,0.0002084674,0.0007690781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006162093,"about_ca_system_score_gemma":0.0005516536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005551446,"about_ca_topic_score_gemma":0.01294346,"domain_scores_codex":[0.9987697,0.000245838,0.0001295226,0.0003560019,0.0003538731,0.0001450061],"domain_scores_gemma":[0.9968807,0.00146436,0.0005627438,0.0003194812,0.0005273648,0.0002454203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002819914,0.0001551137,0.9015396,0.000578834,0.002005265,0.001603765,0.0002425541,0.01332723,0.02830241,0.002270652,0.008452836,0.03870183],"study_design_scores_gemma":[0.0001047514,0.0004536382,0.9327679,0.00006003425,0.001395291,0.001748867,0.0006413779,0.01724912,0.03081272,0.00201771,0.01258726,0.0001615131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962103,0.0007287466,0.003095137,0.00013154,0.00002303513,0.00005438401,0.02539049,0.0003611295,0.008112492],"genre_scores_gemma":[0.9634709,0.0002939901,0.003936404,0.00008757354,0.00002158109,0.00003801756,0.0306153,0.0001133774,0.001422842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005551446,"threshold_uncertainty_score":0.0110383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06774976640868922,"score_gpt":0.3081516366901564,"score_spread":0.2404018702814672,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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