{"id":"W4253789563","doi":"10.1088/1748-0221/2015/9/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":4,"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; 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; 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; 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; Deutsche Forschungsgemeinschaft; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; European Commission; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; TRIUMF; Alexander von Humboldt-Stiftung; Türkiye Atom Enerjisi Kurumu; National Science Foundation","keywords":"Physics; Lepton; Particle physics; Atlas (anatomy); Large Hadron Collider; Higgs boson; ATLAS experiment; Muon; Nuclear physics; Kinematics; Atlas detector; Physics beyond the Standard Model; Jet (fluid); Boson; Electron; Classical mechanics","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":[0.002182821,0.0007461531,0.0003681742,0.0007391372,0.0003602748,0.001825591,0.001527339,0.0006476087,0.001330945],"category_scores_gemma":[0.003147191,0.0003933109,0.0008803986,0.0009024437,0.000459983,0.001247624,0.001195056,0.0007709544,0.0006135012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000912375,"about_ca_system_score_gemma":0.0009993846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008631214,"about_ca_topic_score_gemma":0.00576017,"domain_scores_codex":[0.9992587,0.0002580918,0.00004174748,0.0001644635,0.0001940173,0.00008299849],"domain_scores_gemma":[0.998596,0.0008514113,0.0001257921,0.0002269111,0.0001386275,0.000061133],"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":[0.001322325,0.0002080242,0.04626345,0.000281771,0.0002444464,0.0006453014,0.0004978244,0.8575896,0.01470104,0.04636865,0.001954264,0.02992332],"study_design_scores_gemma":[0.0000931224,0.0001852338,0.008060068,0.00002803277,0.00006626273,0.0001760047,0.00009811431,0.9535776,0.01482806,0.01439233,0.008419539,0.00007568928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6583256,0.0006104172,0.3171015,0.0003644763,0.0001376544,0.000297751,0.008680429,0.003205367,0.01127692],"genre_scores_gemma":[0.936214,0.0003356902,0.05571855,0.0001007417,0.00004974651,0.0001937811,0.005150701,0.0003780639,0.001858797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008631214,"threshold_uncertainty_score":0.01716191,"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). Scores rank; they never assert a category."}}