{"id":"W6887881471","doi":"10.17863/cam.72915","title":"Search for pair production of third-generation scalar leptoquarks decaying into a top quark and a τ -lepton in pp collisions at s = 13 TeV with the ATLAS detector","year":2021,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"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; Centre National pour la Recherche Scientifique et Technique; Ministerio de Ciencia e Innovación; Max-Planck-Gesellschaft; Israel Science Foundation; Joint Institute for Nuclear Research; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; General Secretariat for Research and Technology; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Austrian Science Fund; Bundesministerium für Bildung und Forschung; Danmarks Grundforskningsfond; Ministerstwo Edukacji i Nauki; CERN; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; U.S. Department of Energy; National Natural Science Foundation of China; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Javna Agencija za Raziskovalno Dejavnost RS; Agencia Nacional de Investigación y Desarrollo; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Fundação de Amparo à Pesquisa do Estado de São Paulo; National Research Center \"Kurchatov Institute\"; Centre National de la Recherche Scientifique; Türkiye Atom Enerjisi Kurumu; National Science Foundation","keywords":"Lepton; Pair production; Top quark; Leptoquark; Atlas (anatomy); Large Hadron Collider; Scalar (mathematics); Branching fraction; Atlas detector","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":[0.0007310249,0.0008047171,0.0006751154,0.001447681,0.0004731294,0.001506276,0.0006962615,0.0006325069,0.002258035],"category_scores_gemma":[0.0005783968,0.0003431856,0.0007949663,0.001603264,0.000151804,0.0003479104,0.0007898381,0.0002047295,0.0006576966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390816,"about_ca_system_score_gemma":0.0006447591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637866,"about_ca_topic_score_gemma":0.002018946,"domain_scores_codex":[0.9995735,0.00006629384,0.00002813479,0.000114617,0.0001046927,0.0001127291],"domain_scores_gemma":[0.9992786,0.0002353758,0.0001809591,0.00004832618,0.00006900287,0.0001877369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005366003,0.0005677445,0.7500917,0.0004616527,0.001041701,0.005611935,0.000192122,0.007613969,0.2071171,0.001974768,0.00172415,0.01823703],"study_design_scores_gemma":[0.000738389,0.003456183,0.689768,0.00004727472,0.001246266,0.005786102,0.0005683653,0.08579389,0.2061011,0.00183895,0.004490066,0.0001654403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951516,0.0001241646,0.002016897,0.00002641457,0.000004338116,0.00002546743,0.00132211,0.0001281253,0.001200752],"genre_scores_gemma":[0.99415,0.00005322183,0.002053574,0.00001959263,0.000006517204,0.00001261388,0.003184321,0.00001817401,0.000502055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002258035,"threshold_uncertainty_score":0.007553875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164011797470673,"score_gpt":0.2257788812685929,"score_spread":0.2141387632938862,"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."}}