{"id":"W2005386786","doi":"10.1109/qest.2012.37","title":"Intermittent Hardware Errors Recovery: Modeling and Evaluation","year":2012,"lang":"en","type":"article","venue":"","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Research Council Canada; National Science Council","keywords":"Computer science; Fault tolerance; Transient (computer programming); Error detection and correction; Multi-core processor; Real-time computing; Fault injection; Embedded system; Computer hardware; Distributed computing; Software; Parallel computing; Algorithm","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":[0.0003204305,0.0000659082,0.00005720404,0.00004645319,0.00002143842,0.00001396624,0.00003108339,0.00003725852,0.00007152414],"category_scores_gemma":[0.00003313859,0.00006421685,0.00001600598,0.00004730483,0.000003687098,0.0002610724,0.000008696028,0.00007035318,0.00002666416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427164,"about_ca_system_score_gemma":0.000007070226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004413898,"about_ca_topic_score_gemma":0.00000594781,"domain_scores_codex":[0.9995482,0.00002024991,0.00008632291,0.0000592727,0.0001118927,0.0001740411],"domain_scores_gemma":[0.9998152,0.00001981813,0.000007961826,0.00008991569,0.00002097336,0.0000461569],"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":[9.493389e-7,0.000003403306,0.0001510686,0.00001061689,0.00001404993,2.846599e-8,0.0001429623,0.933613,0.0001656324,0.0002042041,0.0004163319,0.06527774],"study_design_scores_gemma":[0.0001023897,0.00001054386,0.0004796824,0.000006108324,0.00001536644,0.000002948858,0.00003378509,0.9981945,0.0003535758,0.0001934923,0.0005267959,0.00008083447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272576,0.001467539,0.06304209,0.00003392756,0.000492178,0.0001607542,7.787818e-7,0.0001958816,0.007349246],"genre_scores_gemma":[0.9988167,0.00004131474,0.0009261949,0.00003336352,0.00008104611,0.0000198508,0.000005708809,0.00001690496,0.00005896953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07155904,"threshold_uncertainty_score":0.2618687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750623648134575,"score_gpt":0.2530385555736243,"score_spread":0.2355323190922786,"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."}}