{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000216293,0.000138462,0.0001815947,0.0000548407,0.00009756387,0.00001842593,0.0004155584,0.00004438803,0.0002210309],"category_scores_gemma":[0.00002771459,0.0001142017,0.00003060654,0.0002111256,0.0002849387,0.0003152532,0.0002387559,0.0001233507,0.00001717004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007863217,"about_ca_system_score_gemma":0.0001808428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008881558,"about_ca_topic_score_gemma":0.00005539455,"domain_scores_codex":[0.9990636,0.00007923881,0.0001161664,0.0002594998,0.0002302598,0.0002512854],"domain_scores_gemma":[0.9988069,0.0007541429,0.000067174,0.0001543826,0.0001395619,0.00007784788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002058221,0.002293128,0.1462124,0.0001762568,0.0007730421,0.00005513531,0.01739561,0.02331115,0.02383101,0.7782227,0.001101816,0.004569507],"study_design_scores_gemma":[0.010317,0.0005497182,0.009314443,0.001409442,0.0002888878,0.00004346325,0.01776657,0.2237812,0.1663255,0.5516319,0.01645244,0.00211943],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347623,0.00002748066,0.04364454,0.0002628604,0.00000629026,0.00007314773,0.0001945193,0.00002118021,0.02100768],"genre_scores_gemma":[0.9986803,0.00001797166,0.001089721,0.00002063302,0.00004610826,0.000001323968,0.00006893734,0.00001054124,0.00006448816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2265908,"threshold_uncertainty_score":0.4657009,"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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