{"id":"W6906570523","doi":"10.17863/cam.53851","title":"Performance of electron and photon triggers in ATLAS during LHC Run 2","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":false,"ca_institutions":"","funders":"European Social Fund; 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; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Centre National pour la Recherche Scientifique et Technique; National Research Center \"Kurchatov Institute\"; Centre National de la Recherche Scientifique; Israel Science Foundation; Joint Institute for Nuclear Research; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Austrian Science Fund; 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; Max-Planck-Gesellschaft; Royal Society; Compute Canada; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; Generalitat de Catalunya; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; Ministerstwo Edukacji i Nauki; CERN; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; European Commission; General Secretariat for Research and Technology; Leverhulme Trust; Türkiye Atom Enerjisi Kurumu","keywords":"Large Hadron Collider; Photon; Atlas (anatomy); Electron; Physics beyond the Standard Model; Luminosity","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":[0.00004272016,0.00007095341,0.0001588833,0.00004017554,0.0000484845,0.000002881443,0.00009168635,0.00001913145,0.00004368809],"category_scores_gemma":[8.89991e-7,0.00008042133,0.00003557892,0.0001996611,0.00004221675,0.0001779117,0.00004233002,0.000076518,0.000005957584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001254118,"about_ca_system_score_gemma":0.00002788864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002917679,"about_ca_topic_score_gemma":0.000009709306,"domain_scores_codex":[0.9995549,0.0000106965,0.00008928992,0.0001164836,0.00008351755,0.0001451248],"domain_scores_gemma":[0.9997905,0.00001174683,0.00007425695,0.00005232644,0.00001683249,0.00005430401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003627478,0.00003121682,0.8347601,0.00008789077,0.00003968183,0.000002257969,0.001429986,0.00005392498,0.1599956,0.0001390063,0.00006131606,0.003036236],"study_design_scores_gemma":[0.001343065,0.0001017456,0.764248,0.00003320703,0.00001495433,3.844308e-7,0.0005039583,0.005013318,0.2281491,0.000002434164,0.000453962,0.0001358505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983851,0.00002256291,0.00000805491,0.00007598243,0.00001247762,0.00007666312,0.000008223732,0.00000764587,0.001403338],"genre_scores_gemma":[0.9997081,0.00002968399,0.00006506195,0.000005728639,0.0000171931,1.75337e-7,0.000005517871,0.000002819685,0.0001657347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07051211,"threshold_uncertainty_score":0.3279487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006599452620695798,"score_gpt":0.174957091161023,"score_spread":0.1683576385403272,"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."}}