{"id":"W4414566662","doi":"10.3204/pubdb-2025-04794","title":"Precise measurement of the $t\\bar{t}$ production cross-section and lepton differential distributions in $eμ$ dilepton events from $\\sqrt{s}=13$ TeV $pp$ collisions with the ATLAS detector","year":2025,"lang":"en","type":"preprint","venue":"Desy Publications Database (Deutsches Elektronen-Synchrotron DESY)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"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; Agència de Gestió d'Ajuts Universitaris i de Recerca; Fundação para a Ciência e a Tecnologia; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; 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; Japan Society for the Promotion of Science; 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; U.S. Department of Energy; Carl Tryggers Stiftelse för Vetenskaplig Forskning; Ministero dell'Università e della Ricerca; Grantová Agentura České Republiky; Austrian Science Fund; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; 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; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; HORIZON EUROPE Marie Sklodowska-Curie Actions; Centres de Recerca de Catalunya; CERN; Ministerio de Ciencia e Innovación","keywords":"Atlas (anatomy); Large Hadron Collider; Lepton; Monte Carlo method; Detector; Atlas detector; Event (particle physics); Differential (mechanical device); Hadron","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":[0.0004027484,0.0005614258,0.0005551873,0.0001183263,0.0009120601,0.000233229,0.0007581454,0.0001349848,0.0001328362],"category_scores_gemma":[0.0001314561,0.0003718568,0.0002162149,0.0007629804,0.0007961417,0.0004141206,0.001463976,0.0008748979,0.000008959643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003921485,"about_ca_system_score_gemma":0.0003503787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002588365,"about_ca_topic_score_gemma":0.0003689319,"domain_scores_codex":[0.9966019,0.0003673143,0.0007259889,0.001025276,0.0007404141,0.0005391003],"domain_scores_gemma":[0.9970951,0.0001976398,0.0005175158,0.001523727,0.0005206507,0.0001453754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008647053,0.006039206,0.6143757,0.0003153291,0.002429633,4.880369e-7,0.0012384,0.00199413,0.3053812,0.05649303,0.004033956,0.006834252],"study_design_scores_gemma":[0.00191576,0.0001089759,0.1813799,0.0008333772,0.0007358693,0.000001006506,0.0004727256,0.00184825,0.803638,0.004672833,0.003511668,0.0008816763],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746396,0.0005954235,0.01499638,0.001712856,0.0004048417,0.002208773,0.005112706,0.00006418255,0.0002652559],"genre_scores_gemma":[0.9943177,0.00007475974,0.0003342689,0.000004410805,0.0003589251,0.002710582,0.002063291,0.00003177027,0.0001042983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4982568,"threshold_uncertainty_score":0.9998733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361838471114411,"score_gpt":0.2731444608093579,"score_spread":0.2495260760982138,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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