{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764676,0.00006895768,0.0001045138,0.00004163578,0.0001817912,0.00002259002,0.0001580564,0.00001735152,0.0001399995],"category_scores_gemma":[0.000004939929,0.00003866892,0.00006739631,0.0002281534,0.00005041275,0.0002724432,0.00003414361,0.0001319982,0.000004258931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005390727,"about_ca_system_score_gemma":0.00006520435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937304,"about_ca_topic_score_gemma":0.000007121935,"domain_scores_codex":[0.9992813,0.00003950731,0.0003442972,0.00005186419,0.0001877669,0.00009529466],"domain_scores_gemma":[0.9993801,0.00003392387,0.0003701038,0.00009550982,0.0001052443,0.00001512247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009686247,0.00004076481,0.9059144,0.00001200236,0.00007628871,1.181076e-7,0.0008974066,0.0002093648,0.05420859,0.0002298035,0.0004256052,0.03788874],"study_design_scores_gemma":[0.0004023811,0.00002023837,0.5279153,0.0000449139,0.00002143657,0.000001044974,0.0002060851,0.000187305,0.4709208,0.00006500642,0.0001857185,0.00002978676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985653,0.00002016609,0.00006434604,0.0002931939,0.0004529801,0.00008093179,0.000002647931,0.00000216245,0.0005182865],"genre_scores_gemma":[0.9994805,0.000006126919,0.0000878846,0.00003705513,0.00008127841,0.000002157283,0.000002424309,0.000003118666,0.0002994617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4167122,"threshold_uncertainty_score":0.1576873,"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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