{"id":"W3126884181","doi":"10.1109/redw51883.2020.9325842","title":"Proton Beam Testing of SEU Sensitivity of M430FR5989SRGCREP, EFM32GG11B820F2048, AT32UC3C0512C, and M2S010 Microcontrollers in Low-Earth Orbit","year":2020,"lang":"en","type":"article","venue":"","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Space Agency","keywords":"Proton; Beam (structure); Orbit (dynamics); Microcontroller; Low earth orbit; Physics; Sensitivity (control systems); Angle of incidence (optics); Nuclear physics; Single event upset; Nuclear engineering; Optics; Computer science; Aerospace engineering; Engineering; Computer hardware; Static random-access memory; Satellite; Electronic engineering; Astronomy","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":[0.0002829204,0.0003510286,0.0002482183,0.0004638474,0.0001888709,0.0001706229,0.0004603787,0.0003587212,0.002119649],"category_scores_gemma":[0.001276975,0.000198163,0.0001251242,0.0004238864,0.0001545083,0.0002943745,0.000246158,0.0001635682,0.0002784926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206364,"about_ca_system_score_gemma":0.0001232857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009052473,"about_ca_topic_score_gemma":0.002183879,"domain_scores_codex":[0.9996868,0.00005206148,0.00002461359,0.00005464515,0.0001345102,0.000047307],"domain_scores_gemma":[0.9989194,0.0003829851,0.0001561877,0.0001067566,0.0003852699,0.00004946022],"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":[0.0007337844,0.00007333895,0.01596094,0.0001884901,0.00005818121,0.0004678643,0.0004834816,0.003316283,0.9549636,0.0001508565,0.0005471228,0.02305613],"study_design_scores_gemma":[0.00003362155,0.003365554,0.06176107,0.0000166448,0.00004851783,0.000597049,0.0002144896,0.00917017,0.9220881,0.00007554943,0.002607592,0.00002167734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980711,0.0001084486,0.001078781,0.00001846276,0.000009910706,0.00001435077,0.0001137383,0.00008549997,0.0004997579],"genre_scores_gemma":[0.9967456,0.00009698654,0.001666277,0.000021324,0.000003541546,0.00002076515,0.0001011063,0.000023266,0.001321153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002119649,"threshold_uncertainty_score":0.007090986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00597303005007138,"score_gpt":0.1856138303098455,"score_spread":0.1796408002597741,"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."}}