{"id":"W2141104383","doi":"10.1109/tns.2007.910126","title":"New Methodologies for SET Characterization and Mitigation in Flash-Based FPGAs","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Nuclear Science","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Field-programmable gate array; Flash (photography); Overhead (engineering); Characterization (materials science); Computer science; Transient (computer programming); Embedded system; Set (abstract data type); Event (particle physics); Computer hardware; Materials science; Physics; Nanotechnology; Operating system","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000260883,0.0004977745,0.0003797993,0.0009380454,0.0003098412,0.0006332524,0.000836911,0.0003187043,0.00164968],"category_scores_gemma":[0.0008037599,0.0001917598,0.0002210496,0.0004524552,0.000305853,0.0007344006,0.0003470031,0.0003909375,0.0002752547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003595218,"about_ca_system_score_gemma":0.00032437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003279746,"about_ca_topic_score_gemma":0.0008045002,"domain_scores_codex":[0.999675,0.00005470948,0.00002249477,0.00005094059,0.0001634456,0.00003330249],"domain_scores_gemma":[0.9992886,0.000262155,0.0001116121,0.0001303325,0.0001864758,0.00002087073],"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":[0.0003511767,0.00008570203,0.002135038,0.00033134,0.00006703654,0.0001824323,0.0002227668,0.02949878,0.6250395,0.00608102,0.0008713206,0.3351338],"study_design_scores_gemma":[0.00002600822,0.0004340213,0.002443812,0.00003586694,0.00004607032,0.0005659991,0.0001405302,0.1648251,0.8230346,0.003446466,0.004956658,0.00004483295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08615909,0.0008384095,0.9083899,0.0001259362,0.00006259529,0.00009729329,0.00009360906,0.001652019,0.002581161],"genre_scores_gemma":[0.7183996,0.0005316237,0.2768491,0.0001021766,0.00003254252,0.0001388819,0.0001524046,0.0001477016,0.003646059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00164968,"threshold_uncertainty_score":0.005518734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896705671170038,"score_gpt":0.2783303103558455,"score_spread":0.2593632536441451,"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."}}