{"id":"W4410946685","doi":"10.1140/epjc/s10052-025-14062-8","title":"The performance of missing transverse momentum reconstruction and its significance with the ATLAS detector using 140 $$\\hbox {fb}^{-1}$$ of $$\\sqrt{s}=13$$ TeV pp collisions","year":2025,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of British Columbia; Institute of Particle Physics; University of Toronto; Simon Fraser University; Carleton University; TRIUMF; University of Alberta; Université de Montréal; University of Victoria; McGill University","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":"Atlas detector; Atlas (anatomy); Physics; Particle physics; Detector; Transverse plane; Nuclear physics; Large Hadron Collider; Optics; Geology; 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":[0.003081553,0.000914975,0.0007426087,0.0008246086,0.0005619344,0.002627129,0.001334235,0.001029887,0.003112677],"category_scores_gemma":[0.003202599,0.0004711059,0.0007049076,0.001547743,0.0004795947,0.001026712,0.001208472,0.0005705424,0.0007981745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005738258,"about_ca_system_score_gemma":0.000457341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025961,"about_ca_topic_score_gemma":0.001885029,"domain_scores_codex":[0.9982042,0.0006147209,0.0001003335,0.0004532024,0.000363462,0.0002640561],"domain_scores_gemma":[0.9980253,0.00107752,0.0002177938,0.0003150229,0.0002530899,0.0001112484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0372077,0.001028389,0.2499106,0.0009665327,0.002618338,0.004036621,0.0009314079,0.2620127,0.2609908,0.01076269,0.006312501,0.1632216],"study_design_scores_gemma":[0.0003500539,0.001425526,0.1241865,0.00007973908,0.0008030101,0.00193797,0.0004018541,0.5385563,0.3257938,0.002158769,0.004010252,0.000296314],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619145,0.0009844808,0.02725579,0.0001749543,0.00003415136,0.00001386835,0.001636548,0.00134542,0.006640232],"genre_scores_gemma":[0.9910976,0.0001075199,0.005856583,0.00003458463,0.00001028541,0.000005790673,0.001806701,0.0002172101,0.0008638184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003112677,"threshold_uncertainty_score":0.01629704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224707877155151,"score_gpt":0.2442008510365316,"score_spread":0.23195377226498,"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."}}