{"id":"W4415502771","doi":"10.1103/2yq5-vj59","title":"Weakly supervised anomaly detection for resonant new physics in the dijet final state using proton-proton collisions at s = 13     TeV with the ATLAS detector","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; York University; University of British Columbia; TRIUMF; Carleton University; University of Toronto; University of Victoria; McGill University; University of Alberta; Université de Montréal; Institute of Particle Physics","funders":"International Council of Shopping Centers; CHIST-ERA; H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Estatal de Investigación; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Australian Research Council; Ministero dell'Università e della Ricerca; Agencia Nacional de Investigación y Desarrollo; Institutul de Fizică Atomică; NextGenerationEU; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; H2020 European Research Council; Norges Forskningsråd; Ministerio de Ciencia e Innovación; Horizon 2020 Framework Programme; Vetenskapsrådet; Simon Fraser University; Fondo Nacional de Desarrollo Científico y Tecnológico; Knut och Alice Wallenbergs Stiftelse; Ministerstwo Edukacji i Nauki; Narodowe Centrum Nauki; Canada Foundation for Innovation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Ministerio de Ciencia, Tecnología e Innovación; Generalitat Valenciana; Generalitat de Catalunya; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; U.S. Department of Energy; Carl Tryggers Stiftelse för Vetenskaplig Forskning; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Chinese Academy of Sciences; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; National Science and Technology Council; Ministerstvo Školství, Mládeže a Tělovýchovy; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Agence Nationale de la Recherche; Instituto Nazionale di Fisica Nucleare; United States-Israel Binational Science Foundation; Helmholtz-Gemeinschaft; Grantová Agentura České Republiky; Austrian Science Fund; Javna Agencija za Raziskovalno Dejavnost RS; National Research Foundation; Narodowa Agencja Wymiany Akademickiej; European Cooperation in Science and Technology; Brookhaven National Laboratory; European Regional Development Fund; British Columbia Knowledge Development Fund; European Research Council; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Neubauer Family Foundation; Göran Gustafssons Stiftelser; General Secretariat for Research and Technology; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; “la Caixa” Foundation; Azərbaycan Milli Elmlər Akademiyası; CERN; Ministerio de Ciencia, Innovación y Universidades; National Science Foundation; Istituto Nazionale di Fisica Nucleare; UK Research and Innovation; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Royal Society; Alexander von Humboldt-Stiftung; TRIUMF; Baden-Württemberg Stiftung; Canarie; Israel Academy of Sciences and Humanities; Centres de Recerca de Catalunya; Karlsruhe Institute of Technology; National Research Council Canada; Department of Science and Innovation, South Africa; National Natural Science Foundation of China; Ministry of Science and Technology of the People's Republic of China","keywords":"Substructure; Anomaly detection; Detector; Large Hadron Collider; Invariant mass; Physics beyond the Standard Model; Atlas (anatomy); Sensitivity (control systems); Atlas detector","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001107121,0.0005425944,0.0005109588,0.0009767067,0.0005339625,0.001605915,0.0007892448,0.0006461747,0.001721004],"category_scores_gemma":[0.002238091,0.0002665864,0.0005279626,0.0006247379,0.0003761418,0.0006066892,0.001183358,0.000590193,0.0003579495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006504215,"about_ca_system_score_gemma":0.000625679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0030902,"about_ca_topic_score_gemma":0.004483663,"domain_scores_codex":[0.9993881,0.0001972188,0.00003444877,0.000138377,0.0001503188,0.00009148397],"domain_scores_gemma":[0.9988758,0.0005785497,0.0001392181,0.0001182741,0.0001600424,0.0001280765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009030562,0.001148821,0.1517231,0.0004481467,0.000823295,0.003291662,0.0007887541,0.2262098,0.255486,0.03612031,0.0117724,0.3031572],"study_design_scores_gemma":[0.00009628834,0.0001553119,0.0107052,0.000005944909,0.00005104942,0.0002102928,0.0001048121,0.9466717,0.03282168,0.008315247,0.0008224789,0.00004007848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351162,0.00009492796,0.05894703,0.0002138115,0.00003427485,0.00003724537,0.0004322269,0.001704006,0.003420207],"genre_scores_gemma":[0.9760413,0.00002341672,0.02165498,0.00003353715,0.00001516047,0.00001256132,0.0008995425,0.00009071417,0.001228865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0030902,"threshold_uncertainty_score":0.006144404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534724464488728,"score_gpt":0.3256854869075343,"score_spread":0.300338242262647,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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