{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000809845,0.0005764351,0.00035538,0.0008198277,0.000455294,0.0009108885,0.0005712081,0.0002842869,0.002421131],"category_scores_gemma":[0.0006191889,0.0003267786,0.0005429744,0.001188701,0.0003215451,0.0003411597,0.0006540845,0.000277063,0.0003621332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008372642,"about_ca_system_score_gemma":0.0003223787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730858,"about_ca_topic_score_gemma":0.008675481,"domain_scores_codex":[0.9995704,0.00009023546,0.00003382849,0.0001213899,0.00009605149,0.00008806936],"domain_scores_gemma":[0.9996061,0.0001578778,0.00006211182,0.00008255889,0.00004654654,0.00004486556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004881251,0.0002524171,0.2753183,0.000332433,0.0009242898,0.001724525,0.0003788128,0.03310128,0.6463248,0.008447352,0.001577435,0.02673731],"study_design_scores_gemma":[0.00008252718,0.0003764855,0.2717558,0.00001249997,0.0003498307,0.00107105,0.0001118421,0.03412314,0.6870894,0.002204388,0.002733232,0.00008962983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986415,0.0001894071,0.008314057,0.00002129097,0.000008713597,0.0000119446,0.002043943,0.0002118036,0.002783865],"genre_scores_gemma":[0.994549,0.00005926823,0.002448715,0.00001616229,0.000002923172,0.00001204747,0.002261136,0.00002488818,0.0006257923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004730858,"threshold_uncertainty_score":0.009406626,"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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