{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001399916,0.0001050217,0.0001563535,0.000005699319,0.0002159923,0.00002770527,0.0003918339,0.000008698561,0.00002190163],"category_scores_gemma":[0.00001435195,0.00005809982,0.00008603142,0.0002920777,0.0001216897,0.00007116476,0.001088704,0.00008989344,0.0000138532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001011062,"about_ca_system_score_gemma":0.00003091632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002398119,"about_ca_topic_score_gemma":0.000001676697,"domain_scores_codex":[0.9991706,0.00002835767,0.000235417,0.0002381988,0.0001442558,0.0001831475],"domain_scores_gemma":[0.9986807,0.00006526548,0.0001016604,0.001078868,0.00004287662,0.00003059711],"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":[0.00001742308,0.0004228988,0.3055232,0.00001622142,0.000318144,0.000001399786,0.0008073498,0.000398945,0.02069765,0.6297314,0.01081348,0.03125185],"study_design_scores_gemma":[0.0001271299,0.00001255012,0.006979267,0.00006151936,0.00008334305,3.39506e-7,0.000419884,0.0004328529,0.5560801,0.4233299,0.01231358,0.0001595721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496727,0.00008086924,0.003522826,0.001875767,0.0004629403,0.0002980908,0.00003344736,0.00001521088,0.04403817],"genre_scores_gemma":[0.9993966,5.317108e-7,0.00004522932,0.00008756519,0.0001991694,0.00002388877,0.00001133567,0.000006535407,0.0002292034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5353824,"threshold_uncertainty_score":0.2369242,"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). Scores rank; they never assert a category."}}