{"id":"W3031282293","doi":"10.1103/physrevlett.125.131801","title":"Dijet Resonance Search with Weak Supervision Using <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mrow><mml:msqrt><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msqrt><mml:mo>=</mml:mo><mml:mn>13</mml:mn><mml:mtext> </mml:mtext><mml:mtext> </mml:mtext><mml:mi>TeV</mml:mi></mml:mrow></mml:math> <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mi>p</mml:mi><mml:mi>p</mml:mi></mml:math> Collisions in the ATLAS Detector","year":2020,"lang":"lv","type":"article","venue":"Physical Review Letters","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of British Columbia; TRIUMF; Carleton University; Simon Fraser University; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Victoria; McGill University; University of Toronto","funders":"Irish Rugby Football Union; H2020 Marie Skłodowska-Curie Actions; H2020 European Research Council; Rutherford Appleton Laboratory; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Australian Research Council; National Research Council Canada; Horizon 2020 Framework Programme; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Institut National de Physique Nucléaire et de Physique des Particules; Ministry of Science and Technology, Taiwan; Knut och Alice Wallenbergs Stiftelse; Israel Science Foundation; Brookhaven National Laboratory; European Regional Development Fund; British Columbia Knowledge Development Fund; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Nella and Leon Benoziyo Center for Neurological Diseases, Weizmann Institute of Science; Ministerstwo Edukacji i Nauki; Narodowe Centrum Nauki; Canada Foundation for Innovation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Göran Gustafssons Stiftelse för Naturvetenskaplig och Medicinsk Forskning; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Chinese Academy of Sciences; Natural Sciences and Engineering Research Council of Canada; Ministerio de Economía y Competitividad; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Research Grants Council, University Grants Committee; Ministerstvo Školství, Mládeže a Tělovýchovy; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Danmarks Grundforskningsfond; Science and Technology Facilities Council; Ministerstvo Průmyslu a Obchodu; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; Generalitat de Catalunya; Generalitat Valenciana; Instituto Nazionale di Fisica Nucleare; United States-Israel Binational Science Foundation; Helmholtz-Gemeinschaft; Comisión Nacional de Investigación Científica y Tecnológica; Türkiye Atom Enerjisi Kurumu; Joint Institute for Nuclear Research; Arizona-Nevada Academy of Science; Compute Canada; Réseau de cancérologie Rossy; European Cooperation in Science and Technology; Department of Science and Technology, Republic of South Africa; Austrian Science Fund; Javna Agencija za Raziskovalno Dejavnost RS; National Research Foundation; Department of Science and Technology, Ministry of Science and Technology, India; General Secretariat for Research and Technology; Centres de Recerca de Catalunya; CERN; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Royal Society; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Multiple Sclerosis Scientific Research Foundation; North Dakota Game and Fish Department; Canarie; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Karlsruhe Institute of Technology; National Natural Science Foundation of China; U.S. Department of Energy","keywords":"Physics; Particle physics; Large Hadron Collider; Physics beyond the Standard Model; Resonance (particle physics); Hadron; Algorithm; Artificial intelligence; Machine learning; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00344118,0.002568415,0.001271414,0.0006181763,0.004562798,0.003267372,0.005202273,0.002431917,0.05514591],"category_scores_gemma":[0.002053912,0.004023721,0.00487309,0.003428435,0.004973815,0.003129718,0.00549332,0.00483442,0.0060725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006980767,"about_ca_system_score_gemma":0.002309677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003553812,"about_ca_topic_score_gemma":0.0009725211,"domain_scores_codex":[0.9784657,0.001464759,0.004150936,0.004493193,0.005742865,0.005682524],"domain_scores_gemma":[0.984476,0.0042202,0.003593036,0.004588271,0.0004216621,0.002700806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00318092,0.001471102,0.00004600982,0.003493803,0.003134651,0.001859605,0.004272236,0.003250059,0.01211603,0.8645341,0.09833843,0.004303067],"study_design_scores_gemma":[0.003989158,0.003730525,0.0001451647,0.006703895,0.004089903,0.0009960108,0.004134712,0.2023978,0.7584399,0.0009379557,0.01024425,0.004190714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9065563,0.006210525,0.001559378,0.003849108,0.002571275,0.0002289736,0.001363844,0.000451035,0.07720956],"genre_scores_gemma":[0.9731565,0.005203069,0.002402231,0.005887162,0.005265712,0.003656082,0.002573719,0.001729126,0.0001264265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8635961,"threshold_uncertainty_score":0.9988632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319443756565228,"score_gpt":0.2649030292930159,"score_spread":0.2417085917273636,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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