{"id":"W4318239865","doi":"10.3204/pubdb-2023-04756","title":"Model-independent search for the presence of new physics in events including $H\\rightarrow\\gamma\\gamma$ with $\\sqrt{s}$ = 13 TeV pp data recorded by the ATLAS detector at the LHC","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Narodowa Agencja Wymiany Akademickiej; Centre National pour la Recherche Scientifique et Technique; Centre National de la Recherche Scientifique; Israel Science Foundation; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat Valenciana; Austrian Science Fund; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Compute Canada; Max-Planck-Gesellschaft; Royal Society; Danmarks Grundforskningsfond; British Columbia Knowledge Development Fund; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; CERN; Leverhulme Trust; Ministerio de Ciencia e Innovación; European Commission","keywords":"Physics; Large Hadron Collider; Atlas (anatomy); Particle physics; Atlas detector; Nuclear physics; Detector; Physics beyond the Standard Model; Biology; Optics","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":[0.001269267,0.0008111761,0.0006324484,0.001253488,0.0006071086,0.001208863,0.001066509,0.000713981,0.002539409],"category_scores_gemma":[0.001484054,0.0004222938,0.002013492,0.0009280324,0.0003983317,0.000579702,0.001034002,0.0004832095,0.000328197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006728268,"about_ca_system_score_gemma":0.00109712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00268735,"about_ca_topic_score_gemma":0.005924593,"domain_scores_codex":[0.9995389,0.0001338539,0.00001911131,0.0001287046,0.0001074968,0.00007206124],"domain_scores_gemma":[0.9980999,0.0009917817,0.0002953081,0.0003765683,0.00009969885,0.000136823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00543414,0.00138392,0.4866953,0.0004158713,0.003442167,0.003273262,0.0003537761,0.1019314,0.3307809,0.02333295,0.002914143,0.04004212],"study_design_scores_gemma":[0.0005600779,0.001716984,0.3667824,0.00003664161,0.001690242,0.002939862,0.0004145148,0.3831463,0.2214229,0.01526121,0.005799112,0.0002297584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768502,0.0001476415,0.01817085,0.0000747745,0.000006660372,0.00003783379,0.001096542,0.0002871995,0.003328373],"genre_scores_gemma":[0.9917034,0.00005601419,0.004630468,0.00003684422,0.000004764817,0.00002183379,0.002623932,0.00004689767,0.0008758668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00268735,"threshold_uncertainty_score":0.008495152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184615588110689,"score_gpt":0.2740501867632306,"score_spread":0.05558862795216171,"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."}}