{"id":"W3044857365","doi":"10.1140/epjc/s10052-020-08469-8","title":"Search for top squarks in events with a Higgs or Z boson using 139 fb$$^{-1}$$ of pp collision data at $$\\sqrt{s}=13$$ TeV with the ATLAS detector","year":2020,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":13,"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":"H2020 Marie Skłodowska-Curie Actions; European Regional Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; British Columbia Knowledge Development 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; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; Israel Science Foundation; Comisión Nacional de Investigación Científica y Tecnológica; Türkiye Atom Enerjisi Kurumu; Joint Institute for Nuclear Research; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Austrian Science Fund; U.S. Department of Energy; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; General Secretariat for Research and Technology; National Science Foundation; Compute Canada; Alexander von Humboldt-Stiftung; TRIUMF; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond","keywords":"Physics; Algorithm; Higgs boson; Database; Particle physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008605067,0.0006287436,0.0006944858,0.001610952,0.000565357,0.00130825,0.0005675794,0.000430119,0.00329736],"category_scores_gemma":[0.0005647009,0.0004225981,0.0007580511,0.001787213,0.0002078007,0.0003376421,0.0008615046,0.0002357199,0.0007723523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004745204,"about_ca_system_score_gemma":0.0005000817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00430894,"about_ca_topic_score_gemma":0.008130264,"domain_scores_codex":[0.9994825,0.00009717099,0.00003078289,0.000134326,0.0001415328,0.0001137027],"domain_scores_gemma":[0.9995296,0.000156282,0.00009691485,0.00006116286,0.00006748465,0.00008867044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005012161,0.000345559,0.7704533,0.000126206,0.00074239,0.003741352,0.0002689502,0.002287586,0.1993903,0.0009327277,0.001192251,0.01550729],"study_design_scores_gemma":[0.0004460788,0.0009327748,0.8505864,0.00001521455,0.000594919,0.003514613,0.0003665813,0.01339022,0.1263761,0.0006103115,0.003086,0.00008076555],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947767,0.0001151726,0.001642239,0.00002971881,0.000004041027,0.00002070572,0.001795662,0.0001207716,0.001494879],"genre_scores_gemma":[0.9947166,0.00003736452,0.001663873,0.00001896546,0.000008741978,0.00001066029,0.002972732,0.000024262,0.0005467954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00430894,"threshold_uncertainty_score":0.01103079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263942765415889,"score_gpt":0.3088987106436925,"score_spread":0.2562592829895336,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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