{"id":"W4407701521","doi":"10.1088/1748-0221/20/02/p02018","title":"Expected tracking performance of the ATLAS Inner Tracker at the High-Luminosity LHC","year":2025,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"H2020 Marie Skłodowska-Curie Actions; Argonne National Laboratory; 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 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; Universitatea din București; University of Cape Town; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; University of Johannesburg; 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; Université Hassan II de Casablanca; Knut och Alice Wallenbergs Stiftelse; 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; Leverhulme Trust; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Danmarks Grundforskningsfond; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Natural Sciences and Engineering Research Council of Canada; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Division of Physics; Agence Nationale de la Recherche; University of Alberta; Universitatea Transilvania din Brasov; University of Bern; National Science Foundation; UK Research and Innovation; CERN; High Energy Physics; TRIUMF; Vetenskapsrådet; Universidad Nacional de Colombia; National Natural Science Foundation of China; U.S. Department of Energy; Canarie; Ankara Universitesi; Univerzita Komenského v Bratislave; 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); Large Hadron Collider; Tracking (education); Luminosity; Detector; ATLAS experiment; Software; Atlas detector; Computer science; Physics; Aerospace engineering; Particle physics; Operating system; Astronomy; Telecommunications; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004911541,0.0006895728,0.0008529502,0.001134853,0.0007728287,0.003020697,0.00123315,0.001612052,0.004442872],"category_scores_gemma":[0.004504157,0.0003534069,0.0005546261,0.001119789,0.0003451598,0.001525955,0.001220269,0.0007401719,0.004704057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292352,"about_ca_system_score_gemma":0.001205734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958539,"about_ca_topic_score_gemma":0.0009003236,"domain_scores_codex":[0.9968199,0.0003348403,0.0001588056,0.0004342627,0.001788343,0.0004638289],"domain_scores_gemma":[0.9956561,0.0009745483,0.0005184885,0.0003591173,0.002092409,0.0003993796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007524086,0.0004572533,0.1437651,0.001154062,0.0005736494,0.0008306749,0.0009280017,0.1259112,0.4163891,0.00869015,0.02063061,0.2731461],"study_design_scores_gemma":[0.0001962534,0.005196908,0.1244391,0.0001790242,0.0005403398,0.00171481,0.0002602448,0.1741515,0.6538029,0.001606059,0.03749119,0.0004216695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6134914,0.002675755,0.306183,0.0008058345,0.0004057655,0.0002823846,0.005613266,0.02114959,0.04939294],"genre_scores_gemma":[0.9480345,0.0004584593,0.0370259,0.0002673249,0.00007425532,0.0001028795,0.005640631,0.0007452221,0.007650942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004911541,"threshold_uncertainty_score":0.02597505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00984103258005956,"score_gpt":0.2400376855896277,"score_spread":0.2301966530095682,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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