{"id":"W7133367133","doi":"","title":"The performance of missing transverse momentum reconstruction and its significance with the ATLAS detector using 140 fb-1 of  SQUARE ROOTs = 13 TeV  pp collisions","year":2025,"lang":"en","type":"article","venue":"CU Research Publications Repository","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"CHIST-ERA; H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Vetenskapsrådet; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Banco Bilbao Vizcaya Argentaria; European Regional Development Fund; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Knut och Alice Wallenbergs Stiftelse; Israel Science Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; UK Research and Innovation; Istituto Nazionale di Fisica Nucleare; Ministero dell'Università e della Ricerca; Austrian Science Fund; National Science and Technology Council; Ministerstvo Školství, Mládeže a Tělovýchovy; U.S. Department of Energy; National Natural Science Foundation of China; European Commission; Leverhulme Trust; 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; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; H2020 European Research Council; Norges Forskningsråd; Fundación BBVA; Baden-Württemberg Stiftung; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Detector; Large Hadron Collider; Atlas (anatomy); Atlas detector; Transverse plane","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009723292,0.0001151063,0.0001632904,0.0002461786,0.002021736,0.0002045486,0.0004744983,0.00004767105,0.00001797618],"category_scores_gemma":[0.0001117473,0.00007277195,0.00005474333,0.001926993,0.0007968919,0.000348509,0.0001239911,0.0003926141,0.000001828219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084071,"about_ca_system_score_gemma":0.0009875973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002992181,"about_ca_topic_score_gemma":0.00002601395,"domain_scores_codex":[0.9979247,0.0004425183,0.000368316,0.0002990179,0.0005881637,0.0003772896],"domain_scores_gemma":[0.9966993,0.0009160482,0.000139417,0.0006686872,0.001461419,0.0001151653],"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":[0.0003107406,0.0004368901,0.09116459,0.0002364269,0.0004653213,0.000001418229,0.0008398078,0.01499416,0.834155,0.03992723,0.001478906,0.01598947],"study_design_scores_gemma":[0.0008401219,0.0002351337,0.02508713,0.0004318887,0.0000620863,0.0000110779,0.004562545,0.3875539,0.5729303,0.00009641635,0.00797726,0.0002120622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939623,0.0004805748,0.000801666,0.001132291,0.00004929509,0.0007078158,0.00001936574,0.00001672606,0.002829891],"genre_scores_gemma":[0.997332,0.00004839101,0.0002316309,5.258041e-7,0.00004782152,0.0002628807,0.000003744904,0.00001269928,0.002060335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3725598,"threshold_uncertainty_score":0.9992775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155718099343977,"score_gpt":0.3226603659018313,"score_spread":0.2911031849083915,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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