{"id":"W4391710070","doi":"10.3204/pubdb-2024-05341","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":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHIST-ERA; H2020 European Research Council; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Social Fund; Fundação para a Ciência e a Tecnologia; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Natural Sciences and Engineering Research Council of Canada; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Ministerstvo Školství, Mládeže a Tělovýchovy; National Science and Technology Council; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; European Regional Development Fund; Centre National de la Recherche Scientifique; Israel Science Foundation; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Austrian Science Fund; 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; H2020 Marie Skłodowska-Curie Actions; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; UK Research and Innovation; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; Canarie; Centres de Recerca de Catalunya; CERN; Ministerio de Ciencia e Innovación","keywords":"Physics; Particle physics; Hadron; Atlas (anatomy); Large Hadron Collider; Lepton; Luminosity; Detector; Muon; Photon; Monte Carlo method; Nuclear physics; Compact Muon Solenoid; Electron; Astrophysics; Statistics; Optics","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":[0.002837438,0.0008262607,0.0006148677,0.0008057488,0.0006031533,0.002079648,0.001147068,0.0008806385,0.001701327],"category_scores_gemma":[0.004092924,0.0003192383,0.0005517993,0.001700071,0.0004561163,0.001014494,0.001233428,0.0004703077,0.0005465963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006258595,"about_ca_system_score_gemma":0.0006257145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003992337,"about_ca_topic_score_gemma":0.003385321,"domain_scores_codex":[0.9983737,0.0004642423,0.0001019512,0.0003716761,0.0004580966,0.0002302405],"domain_scores_gemma":[0.9983689,0.0008423998,0.0002032758,0.0002446418,0.0002565372,0.00008421391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01881028,0.0007502144,0.2904654,0.0007591771,0.001553708,0.00258938,0.0007561889,0.3652722,0.1248157,0.01067938,0.004535747,0.1790127],"study_design_scores_gemma":[0.0002169131,0.00145332,0.08729585,0.00005753305,0.00045482,0.001969555,0.0004609637,0.6169372,0.2841415,0.002379734,0.004353177,0.0002795073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640643,0.0005672467,0.02799244,0.0001264288,0.00002622647,0.00001954603,0.001219428,0.0009768652,0.005007527],"genre_scores_gemma":[0.9827943,0.000122563,0.01358692,0.00003990767,0.000009012825,0.000009535578,0.002489851,0.0001154566,0.0008323744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003992337,"threshold_uncertainty_score":0.01500595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278911631234305,"score_gpt":0.1940569419472217,"score_spread":0.1612678256348787,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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