{"id":"W2538592807","doi":"10.1109/sge.2012.6463971","title":"Risk-based microgrid design and protection — Demonstration at UOIT","year":2012,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Microgrid; Computer science; Reliability engineering; Grid; Emtp; Key (lock); Process (computing); Energy storage; Distributed generation; Power (physics); Control engineering; Renewable energy; Electric power system; Engineering; Electrical engineering; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002051213,0.0003761628,0.0002323124,0.0001265884,0.0003728004,0.0004045685,0.0003169348,0.0002534464,0.001578393],"category_scores_gemma":[0.0002393286,0.0001165457,0.0002177196,0.00009962433,0.0003236962,0.0002971655,0.0003205533,0.0002412441,0.0002358867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008881937,"about_ca_system_score_gemma":0.0009130816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01540348,"about_ca_topic_score_gemma":0.01610019,"domain_scores_codex":[0.9998876,0.00003143697,0.000003069771,0.000009796407,0.00005058009,0.00001750335],"domain_scores_gemma":[0.9999288,0.00001321575,0.000008462584,0.00001046644,0.00002496017,0.00001413841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004201702,0.0001104488,0.003182428,0.0001206866,0.00003476642,0.0006067555,0.0003188344,0.8828107,0.06498598,0.005744076,0.00209207,0.039573],"study_design_scores_gemma":[0.00007950385,0.0006642058,0.002536855,0.00001130455,0.00001866385,0.0001198539,0.0001808412,0.9520215,0.0370036,0.00227524,0.005066189,0.00002212569],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7938313,0.0001273497,0.1725029,0.0005174114,0.00002988233,0.0002988297,0.0003045996,0.001660586,0.03072714],"genre_scores_gemma":[0.9851943,0.00004127518,0.01208952,0.00001147145,0.000001561168,0.00003621138,0.00004120596,0.00001823295,0.002566221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540348,"threshold_uncertainty_score":0.03062767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231264443681135,"score_gpt":0.1802638775913826,"score_spread":0.1679512331545713,"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."}}