{"id":"W2252934528","doi":"10.1140/epjc/s10052-016-4110-0","title":"Reconstruction of hadronic decay products of tau leptons with the ATLAS experiment","year":2016,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":71,"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":"Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Centre National pour la Recherche Scientifique et Technique; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Japan Society for the Promotion of Science; Israel Science Foundation; Bundesministerium für Bildung und Forschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; General Secretariat for Research and Technology; Danmarks Grundforskningsfond; Ministry of Education, Culture, Sports, Science and Technology; Royal Society; TRIUMF; Georgian National Science Foundation; Leverhulme Trust; CERN; National Natural Science Foundation of China; European Social Fund; Israeli Centers for Research Excellence; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Physics; Hadron; Atlas (anatomy); Lepton; Particle physics; Luminosity; Large Hadron Collider; ATLAS experiment; Atlas detector; Nuclear physics; Detector; Calibration; Proton; Optics; Astrophysics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001623034,0.0008421034,0.0007571994,0.0009137797,0.0004810585,0.001996674,0.001118656,0.0006435966,0.001790173],"category_scores_gemma":[0.002020127,0.000483147,0.0008643426,0.001334818,0.0003543335,0.001071438,0.0009014923,0.0005123976,0.0005429193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006116375,"about_ca_system_score_gemma":0.0007080542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681659,"about_ca_topic_score_gemma":0.002587176,"domain_scores_codex":[0.9991552,0.0002306607,0.00004204616,0.0001202474,0.0003855366,0.00006637779],"domain_scores_gemma":[0.9993771,0.000215982,0.0001096206,0.0001215041,0.0001269048,0.0000489786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0123642,0.0005885655,0.09901777,0.001269952,0.001651965,0.002729526,0.000845883,0.3374013,0.2513158,0.04471148,0.006553137,0.2415504],"study_design_scores_gemma":[0.0004329013,0.0004750275,0.01143484,0.0000438042,0.0002793112,0.001146432,0.0001107178,0.8005205,0.168833,0.00705186,0.009537312,0.0001343435],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4334009,0.001020467,0.5494179,0.0001331802,0.0001193503,0.00009752423,0.002047032,0.002806894,0.01095675],"genre_scores_gemma":[0.7868923,0.000427729,0.2067025,0.00003974043,0.00004733722,0.00005180634,0.003096624,0.000324845,0.002417039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001996674,"threshold_uncertainty_score":0.008583546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220897500927179,"score_gpt":0.2396786395769526,"score_spread":0.2274696645676808,"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."}}