{"id":"W6963315033","doi":"10.17863/cam.60364","title":"Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking","year":2020,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; British Columbia Knowledge Development Fund; Fundação para a Ciência e a Tecnologia; 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; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; 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; 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; Javna Agencija za Raziskovalno Dejavnost RS; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; General Secretariat for Research and Technology; National Science Foundation; Compute Canada; Alexander von Humboldt-Stiftung; TRIUMF; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond","keywords":"Large Hadron Collider; Detector; Atlas (anatomy); Transverse plane; Bandwidth (computing); Selection (genetic algorithm); Missing data","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":[],"consensus_categories":[],"category_scores_codex":[0.0001123772,0.00009865767,0.0001551895,0.00002144804,0.0003829142,0.00001036368,0.0006861989,0.00002029171,0.00007001012],"category_scores_gemma":[0.000006391525,0.00007980693,0.000109381,0.0002235245,0.0001115284,0.0002642329,0.0001472976,0.00009475679,0.000005178718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001477322,"about_ca_system_score_gemma":0.00007108568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001323981,"about_ca_topic_score_gemma":0.000005355781,"domain_scores_codex":[0.9993383,0.00001842626,0.0001253579,0.0001707052,0.00015915,0.0001881116],"domain_scores_gemma":[0.99933,0.00006124177,0.00020111,0.0003200136,0.00003629177,0.00005131102],"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":[0.0020188,0.000154613,0.2948026,0.0008626715,0.001146501,0.000003479685,0.01114854,0.001715426,0.5943964,0.0005089024,0.002810019,0.09043209],"study_design_scores_gemma":[0.004973096,0.0001368939,0.2598759,0.0001889625,0.0004323931,0.000001522382,0.005521887,0.2687871,0.4407778,0.000006808553,0.01876884,0.0005288094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970205,0.00003393633,0.001294636,0.000823571,0.00008719257,0.0002336208,0.000128848,0.000011518,0.0003661356],"genre_scores_gemma":[0.9994566,0.00001128182,0.0002274733,0.00001410052,0.00006284387,4.847464e-7,0.00001030213,0.000007932351,0.0002089644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2670716,"threshold_uncertainty_score":0.3254432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112547570584825,"score_gpt":0.2148905727629269,"score_spread":0.1837650970570787,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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