{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000373105,0.0001857595,0.000170916,0.000144568,0.00009517451,0.00007891069,0.0001985899,0.00008306802,0.00001652409],"category_scores_gemma":[0.00001577516,0.0001665319,0.00008096211,0.000239837,0.00004235006,0.00007810917,0.0001992706,0.0003210824,0.00003922696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005300384,"about_ca_system_score_gemma":0.00007944366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004625805,"about_ca_topic_score_gemma":0.00001218477,"domain_scores_codex":[0.9990814,0.0001512752,0.0001148603,0.000392597,0.00004179044,0.00021808],"domain_scores_gemma":[0.9991502,0.0004482788,0.00007214115,0.0002572405,0.00002465439,0.00004747092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01267525,0.0008485466,0.6966636,0.004556403,0.002071295,0.001031845,0.02666742,0.06726408,0.04055237,0.06303101,0.003895801,0.08074241],"study_design_scores_gemma":[0.004218044,0.0003141052,0.3785473,0.0005065989,0.0004791089,0.000002046888,0.0008263753,0.5498247,0.01862571,0.03629987,0.008881997,0.001474157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996625,0.00005687637,0.002067483,0.0000544497,0.0002358984,0.0005863967,0.00004558334,0.00002899606,0.0002992986],"genre_scores_gemma":[0.9991118,0.000013973,0.0001220617,0.00001923796,0.0001279823,0.00001115744,0.00002111248,0.00001497271,0.000557676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4825606,"threshold_uncertainty_score":0.6790974,"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). Scores rank; they never assert a category."}}