{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003629228,0.0009145714,0.0006704163,0.000992581,0.0008628042,0.002457155,0.001344344,0.001384515,0.003879701],"category_scores_gemma":[0.007611771,0.0004893473,0.0006275516,0.002116929,0.0007069298,0.001409193,0.001125317,0.0005457388,0.0007055656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006898896,"about_ca_system_score_gemma":0.0006576659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00459996,"about_ca_topic_score_gemma":0.003267917,"domain_scores_codex":[0.9973089,0.000827304,0.000176102,0.000766806,0.0005262943,0.0003946442],"domain_scores_gemma":[0.9911268,0.006048397,0.0007320697,0.0009386237,0.0009190363,0.0002351185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0374258,0.001032762,0.3206876,0.001694619,0.001886795,0.005177247,0.001575385,0.3142094,0.1534675,0.01008708,0.00675134,0.1460045],"study_design_scores_gemma":[0.0002999536,0.001744072,0.4211289,0.0001453997,0.001265504,0.003601852,0.0008372101,0.3900521,0.1728382,0.0035062,0.004191707,0.0003888383],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726979,0.001125944,0.01392266,0.0002016907,0.00003825171,0.00001405783,0.002515292,0.0008002304,0.008683988],"genre_scores_gemma":[0.9937349,0.00012339,0.002333418,0.00003081842,0.00001386676,0.000004291699,0.002302076,0.0002244132,0.001232963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00459996,"threshold_uncertainty_score":0.01919341,"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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