{"id":"W7110658313","doi":"","title":"Climbing to the Top of the ATLAS 13 TeV data","year":2025,"lang":"en","type":"article","venue":"Desy publication database (The Deutsches Elektronen-Synchrotron)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"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; Vetenskapsrådet; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministerstvo Školství, Mládeže a Tělovýchovy; National Science and Technology Council; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Regional Development Fund; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Knut och Alice Wallenbergs Stiftelse; Israel Science Foundation; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; UK Research and Innovation; Istituto Nazionale di Fisica Nucleare; Ministero dell'Università e della Ricerca; Grantová Agentura České Republiky; Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; 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; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; National Science Foundation; Baden-Württemberg Stiftung; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Large Hadron Collider; Atlas detector; Hadron; Atlas (anatomy); Observable; Quark; Top quark; Quantum field theory","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":[0.000659977,0.0002459738,0.0002522333,0.00004681144,0.0007324234,0.0001566142,0.002333182,0.00002827336,0.0002005543],"category_scores_gemma":[0.0001376917,0.0001313237,0.0001275064,0.0008655266,0.0004226531,0.0004581542,0.002400414,0.0002801261,0.0002438108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004708205,"about_ca_system_score_gemma":0.00010016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004208078,"about_ca_topic_score_gemma":0.00002148519,"domain_scores_codex":[0.9980556,0.0002024045,0.0004579439,0.0005063326,0.0003214923,0.0004562474],"domain_scores_gemma":[0.9964222,0.0003232143,0.000193685,0.002804047,0.0001679243,0.00008889506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006456143,0.0004700081,0.04019749,0.00002306372,0.0004159368,8.388933e-8,0.0004586265,0.00008790119,0.02077702,0.8668043,0.05002804,0.02067295],"study_design_scores_gemma":[0.001178586,0.00005206742,0.02161572,0.00013488,0.0003614793,7.877335e-7,0.00183393,0.004561403,0.4555777,0.01335758,0.5007449,0.0005809698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020612,0.0006005451,0.02307437,0.05993271,0.0004035794,0.001738129,0.001464849,0.00008185922,0.01064272],"genre_scores_gemma":[0.9974813,0.000006997924,0.000352875,0.0006163193,0.0002553618,0.0003127579,0.0006237063,0.00001824874,0.0003324016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8534467,"threshold_uncertainty_score":0.5633283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238324515259537,"score_gpt":0.2908354318540168,"score_spread":0.2670029803280631,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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