{"id":"W4400518549","doi":"10.3204/pubdb-2024-05570","title":"Sensor response and radiation damage effects for 3D pixels in the ATLAS IBL Detector","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHIST-ERA; H2020 Marie Skłodowska-Curie Actions; H2020 European Research Council; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Estatal de Investigación; 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; Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministerstvo Školství, Mládeže a Tělovýchovy; National Science and Technology Council; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; European Regional Development Fund; Centre National de la Recherche Scientifique; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; 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; Grantová Agentura České Republiky; Austrian Science Fund; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; UK Research and Innovation; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; Centres de Recerca de Catalunya; CERN","keywords":"Large Hadron Collider; Pixel; Atlas (anatomy); Physics; Detector; Upgrade; Radiation; Radiation hardening; Fluence; ATLAS experiment; Radiation damage; Optics; Luminosity; Nuclear physics; Irradiation; Computer science; Astrophysics","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":[0.0005038095,0.0005357471,0.0004545241,0.0004426423,0.0004091061,0.0005989938,0.0004662821,0.0008922351,0.001681724],"category_scores_gemma":[0.001024801,0.000368674,0.0004398897,0.0006619747,0.0003468954,0.0005533575,0.000613139,0.0004301563,0.0003256866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008509,"about_ca_system_score_gemma":0.0002647637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587081,"about_ca_topic_score_gemma":0.005577846,"domain_scores_codex":[0.9993079,0.00005848923,0.00003056903,0.0001595822,0.0003455345,0.00009779385],"domain_scores_gemma":[0.9994358,0.0001692634,0.00009239356,0.00009555445,0.0001683885,0.0000386792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001971332,0.0003805985,0.07588624,0.0003576672,0.0002201063,0.0006422624,0.0007345083,0.1640268,0.7231389,0.0003546511,0.00200671,0.03028035],"study_design_scores_gemma":[0.00004963767,0.001698941,0.2043563,0.00002281268,0.00008696492,0.000560284,0.0003631019,0.125836,0.6630117,0.0002560147,0.003646924,0.000111327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952421,0.0002600693,0.002619187,0.00003561358,0.00001471113,0.00001654368,0.0006424696,0.0002836971,0.0008855787],"genre_scores_gemma":[0.9972575,0.00007079913,0.001501502,0.00003530616,0.000002436343,0.00001337757,0.0005201207,0.0000416541,0.0005574729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003587081,"threshold_uncertainty_score":0.007317305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039363221994369,"score_gpt":0.1977975465733401,"score_spread":0.1674039143533964,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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