{"id":"W2254655108","doi":"10.7892/boris.87615","title":"Modelling Z → ττ processes in ATLAS with τ-embeddedZ → μμ data","year":2016,"lang":"en","type":"article","venue":"El Servicio de Difusión de la Creación Intelectual (National University of La Plata)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","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; H. Lundbeck A/S; Centre National pour la Recherche Scientifique et Technique; Georgian National Science Foundation; National Research Center \"Kurchatov Institute\"; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; Israeli Centers for Research Excellence; Joint Institute for Nuclear Research; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Lundbeckfonden; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Leverhulme Trust; 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; National Science Council; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministerstwo Edukacji i Nauki; CERN; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Deutsche Forschungsgemeinschaft; European Commission; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; TRIUMF; Alexander von Humboldt-Stiftung; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; National Science Foundation; Türkiye Atom Enerjisi Kurumu","keywords":"Physics; Lepton; Particle physics; Large Hadron Collider; Atlas (anatomy); Higgs boson; ATLAS experiment; Muon; Nuclear physics; Kinematics; Physics beyond the Standard Model; Atlas detector; Jet (fluid); Boson; Electron","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00189645,0.0006634169,0.0003758536,0.0006729602,0.0003285429,0.001610352,0.001314409,0.0005763285,0.001090104],"category_scores_gemma":[0.002614263,0.0003746295,0.0007467392,0.0009088009,0.0004089259,0.000995884,0.001179489,0.0006094661,0.0004269223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000960303,"about_ca_system_score_gemma":0.0009311514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008685875,"about_ca_topic_score_gemma":0.005463761,"domain_scores_codex":[0.9992501,0.0002365106,0.00004161126,0.0001588605,0.0002168765,0.00009597337],"domain_scores_gemma":[0.9988865,0.000594617,0.000124376,0.0002299373,0.0001186803,0.00004572803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001333758,0.0001913122,0.05353916,0.0002572659,0.0002243138,0.0006713655,0.0004971321,0.8575044,0.01837013,0.03724856,0.001272555,0.02889003],"study_design_scores_gemma":[0.0001102552,0.0001608938,0.01237754,0.00002422433,0.00005965602,0.000180483,0.00008989588,0.9515858,0.01842561,0.009282489,0.007639547,0.00006357137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7276831,0.0004278331,0.2555937,0.0002019713,0.00008341024,0.0002385942,0.006657199,0.002275547,0.006838687],"genre_scores_gemma":[0.9479169,0.0002275429,0.04519305,0.00006047766,0.00003466243,0.0001542239,0.004813473,0.0002740613,0.001325468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008685875,"threshold_uncertainty_score":0.01727068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659474468062587,"score_gpt":0.2550251803884548,"score_spread":0.2384304357078289,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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