{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004758629,0.0001868939,0.0004334027,0.000108205,0.00001696315,0.00001129049,0.00007433685,0.0001039634,0.00001939547],"category_scores_gemma":[0.000482163,0.0001937278,0.0000497804,0.0004585917,0.00005580427,0.0001322872,0.00003504202,0.0002574398,0.000004748505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004128417,"about_ca_system_score_gemma":0.00005053159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001154818,"about_ca_topic_score_gemma":0.00009031804,"domain_scores_codex":[0.9988164,0.00008112334,0.0004204047,0.0002236791,0.0001622862,0.0002960761],"domain_scores_gemma":[0.9990575,0.0005338895,0.00009219396,0.0001654758,0.00006167819,0.00008931947],"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":[0.00005227141,0.0000392938,0.01133471,0.001149038,0.00006141984,0.0000112451,0.0004553694,0.5529177,0.4305972,0.0000740269,0.0001068557,0.003200918],"study_design_scores_gemma":[0.0009405886,0.0001288817,0.006012167,0.00008142905,0.00001267771,0.00000688694,0.00002889127,0.6900386,0.3023885,0.00002183753,0.0001717979,0.0001677591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926905,0.0002171045,0.00298111,0.00009461128,0.0000367716,0.001057845,0.000009396146,0.0001570616,0.002755603],"genre_scores_gemma":[0.996657,0.00001667694,0.00314605,0.00006672613,0.00003639641,0.00002153479,0.000002777715,0.00003608171,0.00001677961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371209,"threshold_uncertainty_score":0.7899992,"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."}}