{"id":"W2743349201","doi":"10.3390/en10081176","title":"Risk Assessment of Micro Energy Grid Protection Layers","year":2017,"lang":"en","type":"article","venue":"Energies","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Reliability engineering; Fault tree analysis; Hazard analysis; Grid; Electricity; Hazard; Energy (signal processing); Computer science; Risk assessment; Risk analysis (engineering); Environmental science; Engineering; Mathematics; Medicine","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":[0.0000574474,0.00007460825,0.0001003483,0.00004096282,0.0001156809,0.00004997795,0.000114824,0.00004262424,0.00002133402],"category_scores_gemma":[0.00001362025,0.00007019295,0.00004069299,0.00002151939,0.00002495337,0.0001416275,0.00002202152,0.00005136776,0.000001326546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002203544,"about_ca_system_score_gemma":0.000008670039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003508281,"about_ca_topic_score_gemma":0.00006605492,"domain_scores_codex":[0.9996443,0.00001249438,0.0001101906,0.00007604004,0.00006302301,0.0000939202],"domain_scores_gemma":[0.9996316,0.000006782786,0.00007648583,0.0002355995,0.00003206005,0.00001743029],"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":[0.00000420888,0.000008791183,0.0009072093,0.00001823119,0.00004826107,6.944883e-7,0.00003524301,0.9082801,0.061439,0.0003788995,0.0007343692,0.02814497],"study_design_scores_gemma":[0.000904146,0.00006808783,0.04453687,0.00004429733,0.00005564878,0.000003058964,0.00005485508,0.5936782,0.3049801,0.0003407894,0.05500047,0.0003334602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709859,0.00275844,0.1029864,0.000186418,0.002889,0.0002239142,0.0000572185,0.0005394332,0.01937333],"genre_scores_gemma":[0.9953769,0.001077038,0.003209464,0.000006288539,0.0001586251,0.00002474377,0.00000616339,0.00001396947,0.0001268462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3146019,"threshold_uncertainty_score":0.2862385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005783999027681707,"score_gpt":0.2073962464466506,"score_spread":0.2016122474189689,"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."}}