{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002861358,0.0009765574,0.0005922413,0.0009551944,0.0006528809,0.001734739,0.001328501,0.001397574,0.002753863],"category_scores_gemma":[0.006212884,0.0003697174,0.0006641289,0.001169126,0.0004921986,0.001126299,0.0007015952,0.0005991791,0.0008595052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186403,"about_ca_system_score_gemma":0.002511468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084549,"about_ca_topic_score_gemma":0.007214045,"domain_scores_codex":[0.9987479,0.0002609361,0.0001362712,0.0003004188,0.0003656146,0.0001886765],"domain_scores_gemma":[0.9959437,0.002678678,0.0003449412,0.0002859944,0.000619157,0.0001275284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003483905,0.0003566828,0.03182182,0.0001473502,0.0003505852,0.0001815585,0.0001649313,0.7851121,0.01294273,0.005663782,0.002600863,0.1571737],"study_design_scores_gemma":[0.00004412265,0.0001224445,0.003269673,0.000008977946,0.00002105224,0.00008407424,0.00003965572,0.9825658,0.01272271,0.0005939742,0.0005031827,0.00002444729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8030108,0.0007929089,0.1822499,0.0002535921,0.000127344,0.0001005146,0.0008411235,0.006421804,0.006201996],"genre_scores_gemma":[0.8391927,0.0002053621,0.1551433,0.0001413348,0.00002355971,0.00009194462,0.002302493,0.0004236726,0.002475553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01084549,"threshold_uncertainty_score":0.02156472,"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). 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