{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099631,0.000576927,0.0004901521,0.0006725739,0.0005152529,0.001155047,0.001196784,0.0008239842,0.004045696],"category_scores_gemma":[0.001444582,0.0004179964,0.001538176,0.0005229615,0.0004284859,0.000602128,0.0007381049,0.0005805259,0.0004604685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005415729,"about_ca_system_score_gemma":0.0006760213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156426,"about_ca_topic_score_gemma":0.004132828,"domain_scores_codex":[0.9997445,0.00005727306,0.000008727831,0.0001007603,0.00004216387,0.00004659296],"domain_scores_gemma":[0.9979345,0.0008222185,0.0003537846,0.0005033158,0.00009189763,0.0002943303],"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":[0.01722866,0.001617332,0.4509316,0.0005504939,0.003532599,0.003083346,0.000494956,0.1230368,0.3012749,0.04401012,0.007071345,0.04716778],"study_design_scores_gemma":[0.0009745009,0.001082966,0.3226022,0.00003980818,0.001333622,0.001853429,0.0002490068,0.5618449,0.08249105,0.02353308,0.003815607,0.000179779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979064,0.0001283193,0.01445204,0.000121252,0.0000165776,0.00003344779,0.001199942,0.0004491422,0.004535227],"genre_scores_gemma":[0.9964259,0.00002415857,0.001555525,0.00002909395,0.000007357879,0.000009890728,0.001239544,0.00004827479,0.0006602206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004045696,"threshold_uncertainty_score":0.01353419,"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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