{"id":"W2529190330","doi":"10.1140/epjc/s10052-017-4780-2","title":"Performance of algorithms that reconstruct missing transverse momentum in $$\\sqrt{s}$$ s = 8 TeV proton–proton collisions in the ATLAS detector","year":2017,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":73,"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":"H2020 Marie Skłodowska-Curie Actions; Nuclear Physics; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Deutsches Elektronen-Synchrotron; Universidade Federal de São João del-Rei; Shanghai Key Laboratory for Particle Physics and Cosmology; Technische Universität Dortmund; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; Fondation Partager le Savoir; Pontificia Universidad Católica de Chile; University of Science and Technology of China; Universidade Federal do Rio de Janeiro; Nanjing University; Akademia Górniczo-Hutnicza im. Stanislawa Staszica; Clermont Université; Universidade Federal de Juiz de Fora; Institut National de Physique Nucléaire et de Physique des Particules; Université de Genève; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Universidad de Buenos Aires; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Shanghai Jiao Tong University; Georgian National Science Foundation; Brookhaven National Laboratory; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Universitatea Transilvania din Brasov; Israel Science Foundation; Comisión Nacional de Investigación Científica y Tecnológica; 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; Fonds Québécois de la Recherche sur la Nature et les Technologies; Technische Universität Dresden; Austrian Science Fund; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Chinese Academy of Sciences; Tsinghua University; Institute of High Energy Physics; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Danmarks Grundforskningsfond; Agence Nationale de la Recherche; Javna Agencija za Raziskovalno Dejavnost RS; Science and Technology Facilities Council; University of Glasgow; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universidad Técnica Federico Santa María; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; National Natural Science Foundation of China; Scottish Universities Physics Alliance; Southern Methodist University; Department of Science and Technology, Ministry of Science and Technology, India; General Secretariat for Research and Technology; Israeli Centers for Research Excellence; U.S. Department of Energy; Shandong University; Ontario Innovation Trust; Justus Liebig Universität Gießen; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); CERN; Universität Heidelberg; High Energy Physics; TRIUMF; Alexander von Humboldt-Stiftung; Università della Calabria; Canarie; Harvard University; Compute Canada; National Science Foundation","keywords":"Atlas detector; Atlas (anatomy); Physics; Proton; Particle physics; Transverse plane; Large Hadron Collider; Detector; Nuclear physics; Optics; Engineering","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":[0.0005914423,0.0001663606,0.000243764,0.00002365338,0.0006151241,0.0001314991,0.0006450582,0.00000886662,0.00001122018],"category_scores_gemma":[0.00001012038,0.00008878629,0.0001478196,0.00009448855,0.0004757092,0.0002377729,0.0001271278,0.0004406423,0.00002302571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000232982,"about_ca_system_score_gemma":0.00001720545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004700957,"about_ca_topic_score_gemma":3.743686e-7,"domain_scores_codex":[0.9986546,0.0003797849,0.0002647005,0.0001489169,0.0002467021,0.0003053095],"domain_scores_gemma":[0.9992956,0.0001072335,0.0002120102,0.000295012,0.00002489244,0.00006523587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007198703,0.002558429,0.1796642,0.00009093774,0.0002495655,0.00006411054,0.02009522,0.0003746578,0.4143732,0.005031606,0.0001729076,0.3766053],"study_design_scores_gemma":[0.002208977,0.0003888739,0.02262073,0.0003840067,0.00005157259,0.00001425982,0.003098257,0.003498148,0.9282026,0.03894111,0.0002376096,0.0003538931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712849,0.00002112869,0.000030683,0.0004095849,0.00006565725,0.0004476907,0.000008306515,0.000004447912,0.02772764],"genre_scores_gemma":[0.9994873,0.0000115359,0.00003843831,0.000004194473,0.0003995712,0.00003166487,6.610434e-7,0.00001606877,0.00001061079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5138294,"threshold_uncertainty_score":0.4731099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808221347000173,"score_gpt":0.2825153359517485,"score_spread":0.2544331224817468,"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."}}