{"id":"W2945560075","doi":"10.1140/epjc/s10052-019-6849-6","title":"Measurements of inclusive and differential fiducial cross-sections of $$t\\bar{t}\\gamma $$ production in leptonic final states at $$\\sqrt{s}=13~\\text {TeV}$$ in ATLAS","year":2019,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; Carleton University; Simon Fraser University; University of British Columbia; York University; University of Victoria; McGill University; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Toronto","funders":"H2020 Marie Skłodowska-Curie Actions; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Social Fund; European Regional Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; British Columbia Knowledge Development Fund; Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; Israel Science Foundation; Comisión Nacional de Investigación Científica y Tecnológica; Türkiye Atom Enerjisi Kurumu; Joint Institute for Nuclear Research; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Austrian Science Fund; 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; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Generalitat de Catalunya; Department of Science and Technology, Ministry of Science and Technology, India; General Secretariat for Research and Technology; National Science Foundation; Compute Canada; Alexander von Humboldt-Stiftung; TRIUMF; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond","keywords":"Physics; Pseudorapidity; Lepton; Particle physics; Muon; Nuclear physics; Large Hadron Collider; Luminosity; Top quark; Pair production; Production (economics); Electron; Astrophysics; Galaxy; Charged particle","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002756167,0.0001437622,0.0002724084,0.00003831639,0.0001376697,0.00002464546,0.0001504662,0.000009369796,0.00002830778],"category_scores_gemma":[0.00001095152,0.00009951516,0.00010417,0.0001458802,0.000292727,0.0001298559,0.0002931757,0.000255087,0.00003125634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005055233,"about_ca_system_score_gemma":0.00001494786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000936005,"about_ca_topic_score_gemma":0.00000539934,"domain_scores_codex":[0.9987046,0.0002955035,0.0003415823,0.0001796965,0.0002489055,0.0002296982],"domain_scores_gemma":[0.9995465,0.00005725076,0.0001599684,0.000117526,0.00006690902,0.00005184891],"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":[0.0007040455,0.001363001,0.219409,0.00002971858,0.0001616873,0.000002161206,0.007002843,0.004308244,0.757809,0.001269466,0.00007591813,0.007864895],"study_design_scores_gemma":[0.002216998,0.0003426271,0.1680341,0.0001328851,0.00003967552,0.000003998653,0.0007546574,0.000262438,0.7803458,0.04762717,0.00001201491,0.0002276366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937112,0.00003997679,0.000008915034,0.0001033954,0.0001408731,0.000150685,0.000009023563,0.000003547312,0.005832421],"genre_scores_gemma":[0.999455,0.000006092577,0.000006516965,0.000001555241,0.0004426398,0.000003359705,0.000003557566,0.00001471455,0.00006658484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05137497,"threshold_uncertainty_score":0.405811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145020228727595,"score_gpt":0.2857244122232514,"score_spread":0.2642742099359754,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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