{"id":"W4394906517","doi":"10.1016/j.physrep.2024.12.004","title":"Climbing to the Top of the ATLAS 13 TeV data","year":2025,"lang":"en","type":"article","venue":"Physics Reports","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Irish Rugby Football Union; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Estatal de Investigación; H2020 Marie Skłodowska-Curie Actions; Horizon 2020; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Australian Research Council; National Research Council Canada; International Council of Shopping Centers; CHIST-ERA; Center for African Studies; NextGenerationEU; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; H2020 European Research Council; Norges Forskningsråd; Ministerio de Ciencia e Innovación; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Horizon 2020 Framework Programme; Vetenskapsrådet; Fondo Nacional de Desarrollo Científico y Tecnológico; Knut och Alice Wallenbergs Stiftelse; Israel Science Foundation; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; 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; Leverhulme Trust; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Ministerstwo Edukacji i Nauki; Narodowe Centrum Nauki; Canada Foundation for Innovation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Canada Research Chairs; Danmarks Grundforskningsfond; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Islamic Scholarship Fund; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; 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; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Royal Society; European Regional Development Fund; British Columbia Knowledge Development Fund; European Research Council; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Nella and Leon Benoziyo Center for Neurological Diseases, Weizmann Institute of Science; Neubauer Family Foundation; Göran Gustafssons Stiftelser; National Science Foundation; Istituto Nazionale di Fisica Nucleare; UK Research and Innovation; Centres de Recerca de Catalunya; Ministerio de Ciencia, Innovación y Universidades; CERN; Minerva Foundation; Institutul de Fizică Atomică; Multiple Sclerosis Scientific Research Foundation; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Generalitat Valenciana; Generalitat de Catalunya; Agencia Nacional de Investigación y Desarrollo; Duchenne Research Fund; TRIUMF; Alexander von Humboldt-Stiftung; Japan Society for the Promotion of Science; Healthcare Georgia Foundation; Baden-Württemberg Stiftung; Karlsruhe Institute of Technology; National Natural Science Foundation of China; U.S. Department of Energy; Marcus och Amalia Wallenbergs minnesfond; United States-Israel Binational Science Foundation; Center for Advancing Research Impact in Society; Canarie; Ministero dell'Università e della Ricerca; Defence Science Institute; Spine Education and Research Institute; North Dakota Game and Fish Department","keywords":"Physics; Particle physics; Top quark; Quark; Nuclear physics; Large Hadron Collider; Top quark condensate; Lepton; Pair production; Bottom quark; Invariant mass; Electron","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":[0.002651487,0.0006938388,0.001132303,0.005128751,0.0008527543,0.004119754,0.001424084,0.0009121895,0.06294034],"category_scores_gemma":[0.006667566,0.00062234,0.0008612518,0.008504211,0.0004245047,0.001946952,0.002924975,0.002073864,0.04247177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694085,"about_ca_system_score_gemma":0.002569747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01785264,"about_ca_topic_score_gemma":0.02632674,"domain_scores_codex":[0.9982095,0.0002186021,0.0001249705,0.0003067996,0.0009078923,0.0002321876],"domain_scores_gemma":[0.9949394,0.0009445758,0.0003611459,0.001334907,0.001673,0.0007469014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001167979,0.0001385025,0.03766788,0.0007605878,0.0003670535,0.0007722868,0.0005236946,0.00267014,0.008138889,0.02275655,0.7885783,0.1364581],"study_design_scores_gemma":[0.00009125209,0.00006286575,0.03458124,0.0001139024,0.00009555533,0.0003606696,0.0001682872,0.002624924,0.003685651,0.007554034,0.9505683,0.00009331413],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.05244588,0.002909753,0.02688005,0.005620697,0.001835598,0.0003741549,0.6943435,0.0206518,0.1949387],"genre_scores_gemma":[0.1839058,0.002105557,0.03848623,0.002817171,0.0006984716,0.0005114995,0.7337365,0.003524174,0.03421453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06294034,"threshold_uncertainty_score":0.2105564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292368544919137,"score_gpt":0.306759242484073,"score_spread":0.2838355570348817,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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