{"id":"W2118945223","doi":"10.1140/epjc/s10052-015-3500-z","title":"Identification and energy calibration of hadronically decaying tau leptons with the ATLAS experiment in pp collisions at $$\\sqrt{s}=8$$ s = 8 $$\\,\\hbox {TeV}$$ TeV","year":2015,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia; York University; TRIUMF; Carleton University; University of Victoria; McGill University; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Science and Technology Facilities Council; H. Lundbeck A/S; Centre National pour la Recherche Scientifique et Technique; Georgian National Science Foundation; Israel Science Foundation; Royal Society; Max-Planck-Gesellschaft; Lundbeckfonden; Leverhulme Trust; General Secretariat for Research and Technology; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Bundesministerium für Bildung und Forschung; Israeli Centers for Research Excellence; Joint Institute for Nuclear Research; National Science Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministerstwo Edukacji i Nauki; CERN; Deutsche Forschungsgemeinschaft; U.S. Department of Energy; European Commission; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; National Research Center \"Kurchatov Institute\"; Centre National de la Recherche Scientifique; Türkiye Atom Enerjisi Kurumu","keywords":"Lepton; Pseudorapidity; Physics; Particle physics; Atlas (anatomy); Hadron; Large Hadron Collider; Energy (signal processing); Luminosity; ATLAS experiment; Missing energy; Nuclear physics; Electron; Charged particle; Astrophysics","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":[0.003580539,0.001366534,0.0008652469,0.002304362,0.000878982,0.002604255,0.001514861,0.001243282,0.00388251],"category_scores_gemma":[0.003791843,0.0005749358,0.001001543,0.002710593,0.0005361711,0.001270693,0.002100274,0.0009500947,0.00219594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429545,"about_ca_system_score_gemma":0.001064505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004429045,"about_ca_topic_score_gemma":0.008074299,"domain_scores_codex":[0.9974821,0.0006147377,0.0002052223,0.0007425523,0.0007119771,0.0002433023],"domain_scores_gemma":[0.9986882,0.0002730838,0.000222362,0.0003302109,0.0003653787,0.0001207592],"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":[0.02009176,0.001544957,0.4180927,0.001988089,0.002570519,0.00338398,0.0009771913,0.1571607,0.09659299,0.02932693,0.06482024,0.2034501],"study_design_scores_gemma":[0.001210081,0.001813642,0.3417003,0.000260648,0.001056301,0.004596592,0.0004993962,0.3420015,0.2038189,0.01224323,0.09003833,0.0007611205],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8767663,0.001558071,0.05463592,0.0003726037,0.0004072855,0.0002054715,0.03686979,0.004434366,0.02475019],"genre_scores_gemma":[0.8591247,0.0005738859,0.04048948,0.0002417247,0.0001486782,0.0001697738,0.09187753,0.0009656315,0.006408537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004429045,"threshold_uncertainty_score":0.01893592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839590305253402,"score_gpt":0.2623529420093832,"score_spread":0.2439570389568492,"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."}}