{"id":"W7074139897","doi":"","title":"Expected Tracking Performance of the ATLAS Inner Tracker at the High-Luminosity LHC","year":2025,"lang":"en","type":"article","venue":"CU Research Publications Repository","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Argonne National Laboratory; Division of Physics; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Estatal de Investigación; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Agencia Nacional de Investigación y Desarrollo; National Technical University of Athens; Université Hassan II de Casablanca; Université Cadi Ayyad; National University of Science and Technology; University of South Africa; Rheinische Friedrich-Wilhelms-Universität Bonn; University of Zululand; Gaziantep Üniversitesi; University of the Philippines; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Centre National pour la Recherche Scientifique et Technique; Lawrence Berkeley National Laboratory; Université Mohammed VI Polytechnique; Universidad de Buenos Aires; Brookhaven National Laboratory; European Regional Development Fund; British Columbia Knowledge Development Fund; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Japan Society for the Promotion of Science; University of Texas at Arlington; Universitetet i Bergen; Slovenská Akadémia Vied; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Consejo Nacional de Investigaciones Científicas y Técnicas; Austrian Science Fund; National and Kapodistrian University of Athens; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Chinese Academy of Sciences; Tsinghua University; Institute of High Energy Physics; Università di Bologna; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universitatea din București; Natural Sciences and Engineering Research Council of Canada; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; University of Alberta; Universitatea Transilvania din Brasov; University of Bern; National Science Foundation; UK Research and Innovation; CERN; University of Johannesburg; High Energy Physics; TRIUMF; Universidad Nacional de Colombia; National Natural Science Foundation of China; U.S. Department of Energy; Canarie; Ankara Universitesi; Univerzita Komenského v Bratislave; University of Cape Town; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Institutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'; Institut de Física d'Altes Energies; Université Savoie Mont Blanc; National Science and Technology Council; Ministerstvo Školství, Mládeže a Tělovýchovy; Iowa State University; Brandeis University","keywords":"Atlas (anatomy); Tracking (education); Large Hadron Collider; Software; Detector; Tracking system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006884399,0.00008429923,0.0001247748,0.0001257414,0.001245798,0.00009450859,0.0008642832,0.00007839477,0.001613509],"category_scores_gemma":[0.0004989156,0.00004109825,0.00009929683,0.001944234,0.0007970438,0.0001572926,0.0001468191,0.0004176924,0.00008131289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002034745,"about_ca_system_score_gemma":0.0001246699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462233,"about_ca_topic_score_gemma":0.001536154,"domain_scores_codex":[0.9982156,0.0003566433,0.0002772725,0.0002806499,0.000553588,0.0003162657],"domain_scores_gemma":[0.9980367,0.000603546,0.00007607514,0.000670666,0.0005394164,0.00007361195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001831886,0.00005301497,0.9788765,0.00001703843,0.00003619495,3.907129e-7,0.00007655685,0.000234566,0.0058871,0.0004517801,0.01120765,0.003140924],"study_design_scores_gemma":[0.00006387453,0.00001998347,0.9600617,0.00001249439,0.00001462153,0.00000313941,0.00008597125,0.001549262,0.02931788,0.0006087073,0.008210837,0.00005152779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584959,0.0005302951,0.000004405672,0.007935893,0.00008726784,0.0002005531,0.00001107422,0.00002922609,0.03270537],"genre_scores_gemma":[0.975056,0.00003156933,0.00003319145,0.00007012302,0.00005667285,0.00001922625,0.00004185852,0.000001217375,0.02469013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02343078,"threshold_uncertainty_score":0.9992992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616955027480714,"score_gpt":0.2769244390373639,"score_spread":0.2407548887625567,"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."}}