{"id":"W4401329632","doi":"10.1109/iolts60994.2024.10616076","title":"Proton Evaluation of Single Event Effects in the NVIDIA GPU Orin SoM: Understanding Radiation Vulnerabilities Beyond the SoC","year":2024,"lang":"en","type":"article","venue":"","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"Agencia Estatal de Investigación; HORIZON EUROPE Framework Programme; Horizon 2020 Framework Programme; Ministerio de Economía y Competitividad; Ministry of Economy; European Commission; National Research Council; TRIUMF","keywords":"Computer science; Proton; Event (particle physics); Radiation; Nuclear physics; Physics","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":[0.002871534,0.0001227229,0.0001091872,0.0001238066,0.00006311364,0.00008062999,0.0001402075,0.00006449162,0.00004052488],"category_scores_gemma":[0.0002102342,0.00007750091,0.0000555547,0.0004184222,0.00003678882,0.0002047964,0.000009285671,0.0002188586,0.000008286319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248606,"about_ca_system_score_gemma":0.00008592456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002010041,"about_ca_topic_score_gemma":0.00008447386,"domain_scores_codex":[0.9984837,0.0004187561,0.0002408151,0.0001370469,0.0005121889,0.0002074459],"domain_scores_gemma":[0.9984811,0.001226261,0.00002813618,0.0002245961,0.00002606061,0.00001384181],"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":[0.000004539269,0.00003404918,0.00008715272,0.0005048381,0.00005558886,6.486584e-7,0.006071855,0.889746,0.003705757,0.07984623,0.001047933,0.01889543],"study_design_scores_gemma":[0.0002835382,0.0001037587,0.0004974996,0.00006332347,0.00005746282,0.000002383169,0.0007785564,0.9331397,0.01743416,0.04690321,0.0006261684,0.0001102307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053406,0.008126732,0.06228483,0.001180281,0.001581501,0.006089401,0.000004549495,0.0003801399,0.01501196],"genre_scores_gemma":[0.9992153,0.00003084628,0.00003973029,0.00003333307,0.0001019906,0.0005121987,0.000007952087,0.00002439101,0.00003423341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09387472,"threshold_uncertainty_score":0.326506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612582086855839,"score_gpt":0.2763806095968473,"score_spread":0.2502547887282889,"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."}}