{"id":"W4386528726","doi":"","title":"Electron and photon efficiencies in LHC Run 2 with the ATLAS experiment","year":2024,"lang":"en","type":"preprint","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"CHIST-ERA; H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; 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; Agencia Nacional de Promoción Científica y Tecnológica; 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; 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; Agencia Nacional de Investigación y Desarrollo; Istituto Nazionale di Fisica Nucleare; Austrian Science Fund; 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; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Royal Society; National Science Foundation; Norges Forskningsråd; Fundación BBVA; Baden-Württemberg Stiftung; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; HORIZON EUROPE Marie Sklodowska-Curie Actions; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Large Hadron Collider; Atlas (anatomy); Photon; Electron; Physics; ATLAS experiment; Identification (biology); Nuclear physics; Luminosity; Photon energy; Subtraction; Particle physics; Optics; Mathematics; Astrophysics; Geology","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":[0.0007221597,0.0002500298,0.0004747652,0.0003688332,0.0005672147,0.00002196315,0.001288675,0.0001805176,0.0003462522],"category_scores_gemma":[0.000003961481,0.0002205856,0.000186872,0.0007298548,0.001437382,0.0001335627,0.002071532,0.001374014,0.000008054891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493161,"about_ca_system_score_gemma":0.0004523227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300016,"about_ca_topic_score_gemma":0.005885304,"domain_scores_codex":[0.9980806,0.0002482838,0.0001334064,0.0004616879,0.0006197355,0.0004563607],"domain_scores_gemma":[0.998666,0.0002670791,0.0002242795,0.0004570243,0.0002716714,0.0001139822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01747788,0.00571199,0.150512,0.004655381,0.006207729,0.000665307,0.6189373,0.0219952,0.08253673,0.01132792,0.02203522,0.05793735],"study_design_scores_gemma":[0.007761274,0.002071851,0.08898638,0.003202148,0.0009275024,0.000009463945,0.7954867,0.03739292,0.01494529,0.001121146,0.04621403,0.001881341],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934513,0.0004405726,0.0002065061,0.002344227,0.00003596861,0.0005276323,0.0001642508,0.00002083857,0.002808734],"genre_scores_gemma":[0.996344,0.0004626888,0.0004362034,0.000003107319,0.00002889115,4.538916e-8,0.0000511041,0.000008614649,0.002665369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1765493,"threshold_uncertainty_score":0.9935724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458648910608194,"score_gpt":0.2517537358982074,"score_spread":0.2271672467921254,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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