{"id":"W7094143215","doi":"","title":"Model-independent search for the presence of new physics in events including <i>H</i> → <i>γγ</i> with √s=13 TeV <i>pp</i> data recorded by the ATLAS detector at the LHC","year":2023,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Nuclear Physics; Division of Physics; Instituto Superior Técnico; Department of Physics and Astronomy, University College London; Agencia Nacional de Promoción Científica y Tecnológica; College of Engineering, Michigan State University; Institut National de Physique Nucléaire et de Physique des Particules; Stony Brook University; Agencia Nacional de Investigación y Desarrollo; Sorbonne Université; Universidade do Minho; Universidade Federal do Rio de Janeiro; Akademia Górniczo-Hutnicza im. Stanislawa Staszica; Univerza v Ljubljani; Universidad de Tarapacá; Université Paris-Saclay; Univerzita Palackého v Olomouci; High Energy Accelerator Research Organization; Royal Holloway, University of London; University of Tsukuba; Aristotle University of Thessaloniki; Technion-Israel Institute of Technology; United Arab Emirates University; Universitetet i Oslo; Universidad Autónoma de Madrid; Universidade do Estado do Rio de Janeiro; University of Pittsburgh; Tel Aviv University; Simon Fraser University; Lunds Universitet; Ministerstvo Školství, Mládeže a Tělovýchovy; Ohio State University; České Vysoké Učení Technické v Praze; National Natural Science Foundation of China; Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo; University of Sussex; University of Pennsylvania; Austrian Science Fund; Consejo Nacional de Investigaciones Científicas y Técnicas; York University; Akademie Věd České Republiky; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Universität Siegen; Universiteit van Amsterdam; Louisiana Tech University; CERN; Institut \"Jožef Stefan\"; University of California, Irvine; New York University Abu Dhabi; Natural Sciences and Engineering Research Council of Canada; University of Oregon; University of Toronto; Universidad Técnica Federico Santa María; Univerzita Karlova v Praze; Conselho Nacional de Desenvolvimento Científico e Tecnológico; McGill University; Universidad de Granada; Kungliga Tekniska Högskolan; University of Oxford; High Energy Physics; University of Oklahoma; TRIUMF; Academia Sinica; Queen Mary University of London; Universidade de Lisboa; Northern Illinois University; University of Washington; Centre National de la Recherche Scientifique; Aix-Marseille Université; Ludwig-Maximilians-Universität München; Radboud Universiteit; Oklahoma State University; Danmarks Grundforskningsfond; University College London; Pontificia Universidad Católica de Chile; Universidad Nacional de La Plata; Michigan State University","keywords":"Large Hadron Collider; Higgs boson; Atlas (anatomy); Atlas detector; Detector; Physics beyond the Standard Model; Hadron; Standard Model (mathematical formulation)","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","sts"],"consensus_categories":[],"category_scores_codex":[0.001066099,0.0007116035,0.0009511106,0.0001133647,0.001674691,0.00009108692,0.002880822,0.0001451919,0.0000928149],"category_scores_gemma":[0.00004971819,0.0005270896,0.0004783079,0.001281965,0.00136009,0.0007447283,0.003682513,0.0004618668,0.0001239096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806962,"about_ca_system_score_gemma":0.0003035082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006478382,"about_ca_topic_score_gemma":0.0006531936,"domain_scores_codex":[0.9951394,0.0003419433,0.0005988836,0.001169342,0.001402447,0.001347993],"domain_scores_gemma":[0.9958814,0.001227314,0.0005113377,0.001757842,0.0002771137,0.0003450251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001753828,0.0009516221,0.002356836,0.0001389012,0.001714655,0.00001174119,0.007779217,0.00669157,0.8079861,0.1007092,0.05737657,0.01252974],"study_design_scores_gemma":[0.01915103,0.001757366,0.01436621,0.001089037,0.002282629,0.00001553075,0.008607476,0.4745103,0.3327606,0.01723499,0.1239042,0.004320617],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769376,0.001146606,0.01173898,0.002513265,0.0002255062,0.001813593,0.001484755,0.00009624942,0.004043463],"genre_scores_gemma":[0.9924853,0.0003554533,0.0003100579,0.00005041206,0.0002733578,0.00004074282,0.0002607346,0.00009050763,0.006133426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4752255,"threshold_uncertainty_score":0.9997181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744375869205542,"score_gpt":0.2712095641552267,"score_spread":0.2237658054631713,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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