{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009778211,0.0002753495,0.0008613224,0.0005826017,0.0002250784,0.00001617066,0.001031019,0.0001639871,0.0001406375],"category_scores_gemma":[0.0000299234,0.0003219941,0.0001545343,0.0007506595,0.002480044,0.0003783766,0.005141791,0.0006256952,0.000005553959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007049986,"about_ca_system_score_gemma":0.0003170807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01881038,"about_ca_topic_score_gemma":0.0004005632,"domain_scores_codex":[0.99734,0.0002972076,0.0003199719,0.0006950318,0.0008957046,0.0004521302],"domain_scores_gemma":[0.9977407,0.0004247994,0.0004993869,0.0006733162,0.0004753603,0.0001864694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004763538,0.003707329,0.8204067,0.00358584,0.002461628,0.0003560875,0.03204593,0.0006474799,0.1138631,0.006792846,0.007763639,0.003605926],"study_design_scores_gemma":[0.01654957,0.003381933,0.06869061,0.01538247,0.001396242,0.0000105956,0.5854616,0.1138537,0.1657967,0.02574852,0.0005233427,0.003204836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952818,0.00009829765,0.0007734868,0.000228938,0.00003452191,0.0005457781,0.001000643,0.00001634988,0.002020245],"genre_scores_gemma":[0.9980336,0.0001007545,0.001377976,8.457767e-7,0.00001552615,3.167117e-7,0.0002411324,0.00002480465,0.0002050833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7517161,"threshold_uncertainty_score":0.9999232,"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). Scores rank; they never assert a category."}}