{"id":"W4228998121","doi":"10.3204/pubdb-2022-07163","title":"Differential $ t\\overline{t} $ cross-section measurements using boosted top quarks in the all-hadronic final state with 139 fb$^{−1}$ of ATLAS data","year":2022,"lang":"en","type":"preprint","venue":"DESY (CERN, DESY, Fermilab, IHEP, and SLAC)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Agencia Nacional de Promoción Científica y Tecnológica; H2020 Marie Skłodowska-Curie Actions; University of Illinois at Urbana-Champaign; Institut National de Physique Nucléaire et de Physique des Particules; Stony Brook University; Agencia Nacional de Investigación y Desarrollo; Sorbonne Université; Pontificia Universidad Católica de Chile; Universidade do Minho; Universidad de Tarapacá; Université Paris-Saclay; Univerzita Palackého v Olomouci; University of Tsukuba; Aristotle University of Thessaloniki; Technion-Israel Institute of Technology; Narodowa Agencja Wymiany Akademickiej; United Arab Emirates University; Japan Society for the Promotion of Science; Universidade de Coimbra; Universitetet i Oslo; Ministerio de Ciencia e Innovación; Javna Agencija za Raziskovalno Dejavnost RS; Simon Fraser University; Universidad de Granada; Kungliga Tekniska Högskolan; University of California, Irvine; New York University Abu Dhabi; Israel Science Foundation; University of Toronto; Generalitat Valenciana; Generalitat de Catalunya; Academia Sinica; Natural Sciences and Engineering Research Council of Canada; University of Oregon; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; Leverhulme Trust; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Danmarks Grundforskningsfond; Instituto Superior Técnico; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Division of Physics; Agence Nationale de la Recherche; Universidade Federal de São João del-Rei; University of Sussex; European Regional Development Fund; British Columbia Knowledge Development Fund; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Royal Society; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; York University; Centres de Recerca de Catalunya; CERN; Universidad Técnica Federico Santa María; Akademie Věd České Republiky; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Universität Siegen; Canarie; Tel Aviv University; University of Pittsburgh; Julius-Maximilians-Universität Würzburg; Compute Canada; University of Oxford; Alexander von Humboldt-Stiftung; High Energy Physics; University of Oklahoma; TRIUMF; Univerzita Karlova v Praze; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Oklahoma State University; National Science Foundation; Universidade de Lisboa; Northern Illinois University; Fundação para a Ciência e a Tecnologia; University of Washington; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Austrian Science Fund; University of Pennsylvania; České Vysoké Učení Technické v Praze; Ohio State University; National Natural Science Foundation of China; U.S. Department of Energy","keywords":"Atlas (anatomy); Hadron; Bar (unit); Particle physics; Physics; Nuclear physics; Scattering cross-section; Quark; State (computer science); Differential (mechanical device); Cross section (physics); Computer science; Geology; Programming language; Optics; Thermodynamics; Quantum mechanics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003364771,0.0004792008,0.000614768,0.00006877383,0.0003870383,0.0002354499,0.0007343224,0.0000833946,0.0003609566],"category_scores_gemma":[0.000005974679,0.0003617861,0.0001355675,0.0001763414,0.0003903156,0.000186936,0.001629952,0.0006845667,0.000003995453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289511,"about_ca_system_score_gemma":0.00008390939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720313,"about_ca_topic_score_gemma":0.00009217434,"domain_scores_codex":[0.9972895,0.0002536442,0.0005327442,0.0007877371,0.0006115086,0.0005248534],"domain_scores_gemma":[0.9986426,0.00007744757,0.0003198853,0.0007821154,0.00007943557,0.00009852723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004096779,0.003914793,0.915458,0.0006348132,0.00330564,0.00004714093,0.01106469,0.005682344,0.03424769,0.008384089,0.0007537451,0.01241023],"study_design_scores_gemma":[0.03562619,0.004177858,0.4956585,0.002058842,0.004668649,0.00008001452,0.0183515,0.1105517,0.1985129,0.1078973,0.01215238,0.01026416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957542,0.0004683741,0.001235104,0.00007320895,0.0002831004,0.0005279089,0.000485913,0.000024264,0.001147907],"genre_scores_gemma":[0.9987437,0.00004601112,0.00007608435,0.00003260263,0.0002493266,0.00004919143,0.0006814019,0.00004898145,0.00007267068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4197995,"threshold_uncertainty_score":0.9998834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1311861586190518,"score_gpt":0.3494645761147813,"score_spread":0.2182784174957295,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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