{"id":"W4294435974","doi":"10.3204/pubdb-2022-05078","title":"Measurement of the top-quark mass using a leptonic invariant mass in $pp$ collisions at $\\sqrt{s}=13~\\textrm{TeV}$ with the ATLAS detector","year":2022,"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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social 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; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Narodowa Agencja Wymiany Akademickiej; Centre National pour la Recherche Scientifique et Technique; Centre National de la Recherche Scientifique; Israel Science Foundation; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat Valenciana; Austrian Science Fund; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Compute Canada; Max-Planck-Gesellschaft; Royal Society; Danmarks Grundforskningsfond; British Columbia Knowledge Development Fund; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; CERN; Leverhulme Trust; Ministerio de Ciencia e Innovación; European Commission","keywords":"Physics; Atlas detector; Atlas (anatomy); Particle physics; Invariant mass; Top quark; Nuclear physics; Detector; Quark; Large Hadron Collider","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":[0.001037139,0.0007461869,0.0008014495,0.0001785272,0.001256162,0.0002304993,0.00180692,0.0001136777,0.0008870404],"category_scores_gemma":[0.00007610821,0.0005007433,0.0003852173,0.001356809,0.0008609631,0.0003400347,0.003078363,0.001242666,0.00003174277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189039,"about_ca_system_score_gemma":0.0008479491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902282,"about_ca_topic_score_gemma":0.0002024393,"domain_scores_codex":[0.994945,0.0006749498,0.0009430781,0.001122417,0.001346452,0.0009680323],"domain_scores_gemma":[0.9956943,0.0002788722,0.0007932013,0.00261731,0.0003857662,0.0002304933],"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":[0.0006359266,0.003066078,0.2825466,0.0002945678,0.002754795,0.000005601286,0.001380078,0.0248467,0.4887442,0.19175,0.002963305,0.001012178],"study_design_scores_gemma":[0.006905122,0.0004368086,0.0333171,0.00137395,0.002185513,0.00001030822,0.00586203,0.03835028,0.859769,0.01058203,0.03704926,0.004158617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731905,0.001715596,0.0159215,0.002483715,0.0002032191,0.002688464,0.002589057,0.00007413544,0.001133765],"genre_scores_gemma":[0.9936932,0.00003711036,0.002431591,0.00003162541,0.0001710599,0.00284275,0.0006257544,0.0000908009,0.0000760515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710248,"threshold_uncertainty_score":0.9997444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919477267737763,"score_gpt":0.2730676840232234,"score_spread":0.2338729113458458,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}