{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220288,0.00006439554,0.0001172017,0.00002765266,0.00002583828,0.00002960817,0.0001212731,0.000006805607,0.00001205958],"category_scores_gemma":[0.000004585612,0.00004539072,0.00001225766,0.0001322551,0.00003834059,0.0005433682,0.00004152436,0.0000689389,0.000005948341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002725158,"about_ca_system_score_gemma":0.00006740352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005943959,"about_ca_topic_score_gemma":0.000001665557,"domain_scores_codex":[0.9994235,0.00001789473,0.000211003,0.00007472567,0.0001768467,0.00009601267],"domain_scores_gemma":[0.9996086,0.00001850139,0.000145163,0.00007503398,0.00009392996,0.00005874318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003107169,0.003057181,0.58096,0.0001199831,0.0007834607,0.00003428961,0.03324032,0.2506288,0.01548474,0.05853112,0.001339275,0.05271373],"study_design_scores_gemma":[0.01449072,0.001811025,0.001075505,0.0006648145,0.0002222239,0.00003124082,0.06998875,0.1268098,0.5629767,0.2202337,0.0008404254,0.0008550369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864858,0.00004777911,0.01162607,0.0001170975,0.00004441105,0.00004594074,0.000004826634,0.000002365533,0.001625668],"genre_scores_gemma":[0.996594,0.000004069597,0.003251258,0.000008872178,0.0001164899,0.000002205702,0.00001200712,0.00000500839,0.000006055066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5798845,"threshold_uncertainty_score":0.185098,"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."}}