{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005230687,0.0008302674,0.0009371195,0.001253264,0.0008980903,0.003535003,0.00134972,0.001505111,0.00668061],"category_scores_gemma":[0.005294883,0.0004407014,0.0007167373,0.001283998,0.0003430958,0.001728285,0.001385445,0.0008450095,0.008334352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576638,"about_ca_system_score_gemma":0.001446387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003644775,"about_ca_topic_score_gemma":0.001795267,"domain_scores_codex":[0.9967506,0.0003011482,0.000135108,0.0004859432,0.001862654,0.0004645992],"domain_scores_gemma":[0.9959947,0.0007956683,0.0003184812,0.0003705438,0.002165216,0.0003554364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007038205,0.0003975693,0.12899,0.001515585,0.0006423141,0.0009307577,0.001373846,0.1467165,0.289049,0.01339179,0.04973609,0.3602183],"study_design_scores_gemma":[0.0002802329,0.004216709,0.1284091,0.0002585081,0.0008506689,0.002316522,0.0003753547,0.2093883,0.5701906,0.003286321,0.07976255,0.0006650775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4663519,0.003042555,0.3656389,0.001130886,0.0006137648,0.0003482046,0.01436272,0.03598114,0.1125299],"genre_scores_gemma":[0.8697914,0.0009501077,0.0816789,0.0005396383,0.0001395075,0.0002163439,0.02312578,0.002700997,0.02085746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00668061,"threshold_uncertainty_score":0.02766281,"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."}}