{"id":"W7071712259","doi":"","title":"Tools for estimating fake/non-prompt lepton backgrounds with the ATLAS detector at the LHC","year":2023,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social 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; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Narodowa Agencja Wymiany Akademickiej; Centre National pour la Recherche Scientifique et Technique; 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 Valenciana; Austrian Science Fund; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Compute Canada; Max-Planck-Gesellschaft; Royal Society; Danmarks Grundforskningsfond; British Columbia Knowledge Development Fund; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; CERN; Leverhulme Trust; Ministerio de Ciencia e Innovación; European Commission","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Triacetin; Liquation; Hyporeflexia; Diafiltration; Proteogenomics","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":[0.00708092,0.002040272,0.0015286,0.005206848,0.00115387,0.004100505,0.003835079,0.001763662,0.009918018],"category_scores_gemma":[0.0280595,0.001353744,0.001273055,0.004045961,0.000868405,0.002852762,0.00369269,0.001891675,0.004375919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917019,"about_ca_system_score_gemma":0.002669275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370229,"about_ca_topic_score_gemma":0.01071889,"domain_scores_codex":[0.9948776,0.001421417,0.0003074819,0.0006101583,0.002457842,0.0003253952],"domain_scores_gemma":[0.986021,0.007969436,0.001834488,0.002163445,0.001531823,0.0004798065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001848054,0.0005879393,0.05146559,0.0009307959,0.0008972753,0.0006505661,0.000694699,0.4560145,0.01998537,0.06734208,0.02802135,0.3715618],"study_design_scores_gemma":[0.0001131083,0.00007431377,0.003373422,0.00006697134,0.00006261883,0.000237792,0.00007056711,0.9408112,0.01831746,0.02399631,0.01272251,0.0001537148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01779148,0.0003435547,0.9411228,0.0001775948,0.00006476105,0.0001454871,0.001752118,0.03427151,0.004330731],"genre_scores_gemma":[0.2457425,0.0003446891,0.7436215,0.0002092353,0.00008474841,0.0004308436,0.003557765,0.003546697,0.002462101],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01370229,"threshold_uncertainty_score":0.03744787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429404731406909,"score_gpt":0.2252981060534925,"score_spread":0.2110040587394234,"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."}}