{"id":"W2963456063","doi":"10.1088/1748-0221/14/06/p06012","title":"Modelling radiation damage to pixel sensors in the ATLAS detector","year":2019,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; Carleton University; Simon Fraser University; University of British Columbia; York University; University of Victoria; McGill University; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Toronto","funders":"SLAC National Accelerator Laboratory; European Social Fund; High Energy Physics; Division of Physics; British Columbia Knowledge Development Fund; Comisión Nacional de Investigación Científica y Tecnológica; Russian Academy of Sciences; Japan Society for the Promotion of Science; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; University of California, Irvine; College of Engineering, Michigan State University; Universidade Federal de São João del-Rei; Shanghai Key Laboratory for Particle Physics and Cosmology; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Agencia Nacional de Promoción Científica y Tecnológica; National Research Nuclear University MEPhI; Tokyo Metropolitan University; Pontificia Universidad Católica de Chile; University of Science and Technology of China; Universidade do Minho; Julius-Maximilians-Universität Würzburg; National Academy of Sciences of Belarus; Université Paris-Sud; State Key Laboratory of Particle Detection and Electronics; Universidade Federal de Juiz de Fora; High Energy Accelerator Research Organization; Université Paris Diderot; University of Tsukuba; Nuclear Physics; Aristotle University of Thessaloniki; Universidade de Coimbra; Universidade de São Paulo; Royal Holloway, University of London; Universidade Federal do Rio de Janeiro; Universitetet i Oslo; National Tsing Hua University; Università degli Studi di Pavia; CERN; Shanghai Jiao Tong University; Ministry of Education, India; TRIUMF; Javna Agencija za Raziskovalno Dejavnost RS; Simon Fraser University; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Department of Physics and Astronomy, University College London; Israel Science Foundation; Technion-Israel Institute of Technology; General Secretariat for Research and Technology; European Regional Development Fund; Akademie Věd České Republiky; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Lunds Universitet; National Research Center \"Kurchatov Institute\"; University of Toronto; H2020 Marie Skłodowska-Curie Actions; McGill University; Univerzita Karlova v Praze; Generalitat de Catalunya; Academia Sinica; Ludwig-Maximilians-Universität München; National Science Foundation; Siberian Branch, Russian Academy of Sciences; Fundação para a Ciência e a Tecnologia; Tomsk State University; Compute Canada; Radboud Universiteit; Leverhulme Trust; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Université Paris-Saclay; Univerzita Palackého v Olomouci; Abdus Salam International Centre for Theoretical Physics; Consejo Nacional de Investigaciones Científicas y Técnicas; Sapienza Università di Roma; Agence Nationale de la Recherche; Türkiye Atom Enerjisi Kurumu; Universiteit van Amsterdam; Universität Heidelberg; Department of Science and Technology, Ministry of Science and Technology, India; Akademia Górniczo-Hutnicza im. Stanislawa Staszica; University of Sussex; Danmarks Grundforskningsfond; University College London; Univerza v Ljubljani; Centre National pour la Recherche Scientifique et Technique; Royal Society; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; York University; University of Illinois at Urbana-Champaign; Louisiana Tech University; National Research Centre; Canarie; Universität Siegen; Bundesministerium für Bildung und Forschung; University of Oregon; Ministry of Education, Culture, Sports, Science and Technology; Stony Brook University; Institut \"Jožef Stefan\"; Centres de Recerca de Catalunya; Università degli Studi di Trento; Universidad Nacional de La Plata; Lomonosov Moscow State University; Michigan State University; U.S. Department of Energy; Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa; Shandong University; Universidad Técnica Federico Santa María; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Ministerstwo Edukacji i Nauki; Tel Aviv University; Iowa State University; University of Pittsburgh; Queen Mary University of London; Austrian Science Fund; University of Pennsylvania; University of Oklahoma; Institut National de Physique Nucléaire et de Physique des Particules; Universidade de Lisboa; Northern Illinois University; University of Washington; Oklahoma State University; Università di Pisa; Universidad Autónoma de Madrid; Università degli Studi di Napoli Federico II; National Natural Science Foundation of China; Aix-Marseille Université; Ohio State University; České Vysoké Učení Technické v Praze; Universidade Nova de Lisboa; Universidad de Granada; Sorbonne Université; Kungliga Tekniska Högskolan; University of Oxford; Alexander von Humboldt-Stiftung; Joint Institute for Nuclear Research","keywords":"Pixel; Physics; Large Hadron Collider; Detector; Atlas (anatomy); Upgrade; Radiation; Optics; Radiation damage; ATLAS experiment; Nuclear physics; Computer science","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":[0.0008209438,0.0007004547,0.0007972615,0.0006684615,0.0005183415,0.00126703,0.001671218,0.002157296,0.002875164],"category_scores_gemma":[0.003064075,0.0007233904,0.0007381777,0.0009198135,0.0009311173,0.001441519,0.0008212774,0.0007567652,0.0006258123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003528629,"about_ca_system_score_gemma":0.001114575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01823039,"about_ca_topic_score_gemma":0.009316788,"domain_scores_codex":[0.9994144,0.00009035829,0.00003106612,0.0001510179,0.0001993569,0.0001137796],"domain_scores_gemma":[0.9982613,0.0009393034,0.000289505,0.000178247,0.000267594,0.00006399126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005319832,0.00002302889,0.002133473,0.00003833848,0.00001136775,0.00006995689,0.00006679804,0.9920699,0.001896718,0.001313226,0.0002438217,0.002080274],"study_design_scores_gemma":[0.00001127813,0.00006277669,0.001775103,0.00001127843,0.00001884447,0.00007059,0.00003099532,0.9939516,0.002639097,0.0007087734,0.0007029864,0.0000167829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8303526,0.0014858,0.1400815,0.0005709406,0.0001048197,0.0002590365,0.002102741,0.001340247,0.0237022],"genre_scores_gemma":[0.9844582,0.0004623437,0.008123185,0.00007177353,0.000008681562,0.0000792462,0.0003382702,0.0001103442,0.006347931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01823039,"threshold_uncertainty_score":0.03624851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367479065994365,"score_gpt":0.2490651525769532,"score_spread":0.2353903619170095,"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."}}