{"id":"W7017777041","doi":"","title":"Calibration of a soft secondary vertex tagger using proton-proton collisions at √s =13TeV with the ATLAS detector","year":2024,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","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 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; 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; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Vetenskapsrådet; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; 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; Ministerstwo Edukacji i Nauki; 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; Grantová Agentura České Republiky; 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; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; National Science Foundation; Baden-Württemberg Stiftung; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Atlas (anatomy); Hadron; Large Hadron Collider; Vertex (graph theory); Calibration; Detector; Luminosity; Phase space; Collision","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":[0.002324192,0.0007056769,0.0006692978,0.001150677,0.0006930824,0.001595818,0.001198951,0.0007773975,0.001206962],"category_scores_gemma":[0.002968129,0.0004128993,0.0004805564,0.001877588,0.0004491972,0.0006562105,0.001526977,0.0005556491,0.0006812698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008158,"about_ca_system_score_gemma":0.0009682724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002425793,"about_ca_topic_score_gemma":0.002634805,"domain_scores_codex":[0.9983763,0.0003010444,0.00008366058,0.0005418549,0.0005258065,0.0001713512],"domain_scores_gemma":[0.9985743,0.0004536809,0.0002304306,0.0003374478,0.0002874066,0.0001168068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009633519,0.0009081254,0.341215,0.0003834036,0.0008629449,0.001112355,0.0004755286,0.2289572,0.2469839,0.0114981,0.004118425,0.1538516],"study_design_scores_gemma":[0.0002837464,0.001439926,0.1108227,0.0000327013,0.0001760155,0.001252014,0.0001529126,0.4946984,0.381878,0.002981398,0.006115873,0.0001663029],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333442,0.0001660275,0.06025682,0.00006007542,0.00004374145,0.00007622448,0.001496641,0.001531235,0.003025023],"genre_scores_gemma":[0.9671493,0.00005817198,0.02948866,0.00003881073,0.000009219527,0.00003716164,0.0024889,0.000161933,0.0005678629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002425793,"threshold_uncertainty_score":0.01229167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899844321540658,"score_gpt":0.2653044160521464,"score_spread":0.2363059728367399,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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