{"id":"W3195519928","doi":"10.1140/epjc/s10052-022-10117-2","title":"Measurement of the energy response of the ATLAS calorimeter to charged pions from $$W^{\\pm }\\rightarrow \\tau ^{\\pm }(\\rightarrow \\pi ^{\\pm }\\nu _{\\tau })\\nu _{\\tau }$$ events in Run 2 data","year":2022,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of British Columbia; Simon Fraser University; Carleton University; TRIUMF; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Victoria; McGill University; University of Toronto","funders":"H2020 Marie Skłodowska-Curie Actions; European Regional Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; British Columbia Knowledge Development Fund; Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; Narodowa Agencja Wymiany Akademickiej; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; Israel Science Foundation; Türkiye Atom Enerjisi Kurumu; Joint Institute for Nuclear Research; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Austrian Science Fund; U.S. Department of Energy; National Natural Science Foundation of China; Leverhulme Trust; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Compute Canada; Agencia Nacional de Investigación y Desarrollo; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Ministerstvo Školství, Mládeže a Tělovýchovy; Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond; Ministerio de Ciencia e Innovación","keywords":"Physics; Pion; Calorimeter (particle physics); Nuclear physics; Hadron; Large Hadron Collider; Atlas (anatomy); Particle physics; Energy (signal processing); Lepton; Charged particle; Proton; Detector; Ion; 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":[0.0008270449,0.0009279153,0.0005973109,0.001452734,0.0004265093,0.001120282,0.000608182,0.000775172,0.008124279],"category_scores_gemma":[0.0009288503,0.0004458548,0.0004175249,0.001534054,0.0002339071,0.000394294,0.0009514971,0.0005197649,0.002053621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007865847,"about_ca_system_score_gemma":0.0003423871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003962134,"about_ca_topic_score_gemma":0.009238523,"domain_scores_codex":[0.9991719,0.0001733382,0.00003850876,0.0002031008,0.0002360777,0.000177209],"domain_scores_gemma":[0.9994654,0.0001987901,0.00008867752,0.00008793373,0.0001063175,0.00005290936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01798663,0.0007260486,0.2446076,0.0003795022,0.0009050107,0.001160859,0.0007737354,0.02879742,0.6451727,0.001748461,0.01535634,0.04238574],"study_design_scores_gemma":[0.0004341164,0.001064547,0.3983627,0.00004634999,0.0004102393,0.0004638061,0.00027688,0.02381889,0.5616829,0.0009127443,0.01226444,0.0002624546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977226,0.0002700235,0.004749137,0.0001740805,0.00003796627,0.0000354479,0.007866947,0.001130269,0.008510069],"genre_scores_gemma":[0.9850088,0.00007859849,0.001122133,0.0001525471,0.00002188243,0.00006008686,0.009035992,0.0002847209,0.004235284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008124279,"threshold_uncertainty_score":0.02717847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345327157698551,"score_gpt":0.2608086113765031,"score_spread":0.2273553397995176,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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