{"id":"W1962083774","doi":"10.1088/1748-0221/10/09/p09018","title":"Modelling Z → ττ processes in ATLAS with τ-embedded Z → μμ data","year":2015,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":2,"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; 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; Muon; ATLAS experiment; Nuclear physics; Atlas detector; Physics beyond the Standard Model; Boson; Jet (fluid); Kinematics; Electron","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":[0.001916653,0.001021219,0.0006026186,0.0006017123,0.0005749884,0.001873672,0.001411211,0.001424059,0.002700124],"category_scores_gemma":[0.004325062,0.0009525261,0.001559426,0.001121514,0.0005305189,0.00124676,0.000783618,0.001229549,0.0008270875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326012,"about_ca_system_score_gemma":0.001362562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03210066,"about_ca_topic_score_gemma":0.02126282,"domain_scores_codex":[0.9994763,0.0001280141,0.00002749369,0.0001689738,0.0001105754,0.00008869675],"domain_scores_gemma":[0.9974106,0.001624047,0.0002859304,0.0002716043,0.0002576432,0.0001501953],"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":[0.000862036,0.00009364865,0.01898679,0.0001574071,0.0001892363,0.0003713558,0.0001694109,0.9554893,0.00805696,0.008444729,0.00176651,0.005412667],"study_design_scores_gemma":[0.000163783,0.00008284309,0.01195804,0.00001739807,0.0001174353,0.0000812713,0.00006090899,0.9762328,0.005602187,0.004120151,0.001479856,0.00008333183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8918419,0.0005342361,0.08472359,0.0007500509,0.0001314884,0.0001192514,0.008493785,0.002892264,0.01051339],"genre_scores_gemma":[0.9878803,0.0001184478,0.007012344,0.00009753537,0.00002470819,0.00004716592,0.002768735,0.0002907484,0.001760062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03210066,"threshold_uncertainty_score":0.06382757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06154723448877147,"score_gpt":0.3134567256893165,"score_spread":0.251909491200545,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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