{"id":"W3011951684","doi":"10.1109/repe48501.2019.9025113","title":"A Review on Operation, Control and Protection of Smart Microgrids","year":2019,"lang":"en","type":"review","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Microgrid; Smart grid; Distributed generation; Grid; Computer science; Distributed computing; Wind power; Control (management); Electric power system; Power (physics); Electrical engineering; Renewable energy; Engineering","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":[0.0004205504,0.0009901026,0.001081243,0.002063652,0.0002839792,0.001213322,0.0008891243,0.001081325,0.00578621],"category_scores_gemma":[0.0009000478,0.0003337914,0.0006353296,0.003421444,0.0003520818,0.001473734,0.0004798737,0.0009207404,0.002286554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005078343,"about_ca_system_score_gemma":0.001279808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521539,"about_ca_topic_score_gemma":0.001702798,"domain_scores_codex":[0.9997087,0.00004314784,0.00004578055,0.00005799895,0.0001206546,0.00002370414],"domain_scores_gemma":[0.9993885,0.0003290267,0.00008861894,0.00002317578,0.0001447656,0.00002596703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005665059,0.00008734933,0.0002585433,0.03847064,0.00009928209,0.0002320533,0.0001005271,0.002403745,0.002345748,0.01050213,0.04041352,0.9050298],"study_design_scores_gemma":[0.000005950642,0.0001039591,0.0006392747,0.006191476,0.0001159661,0.0006471471,0.00006829648,0.0003954388,0.0005996594,0.003511099,0.9876955,0.00002644285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000252219,0.9944999,0.0009521678,0.0003047499,0.0003512799,0.000007544769,0.00004862685,0.00001966736,0.003563822],"genre_scores_gemma":[0.001750531,0.9960127,0.0006676592,0.0001627343,0.0003033346,0.000007075309,0.00006633342,0.000003733603,0.001025876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00578621,"threshold_uncertainty_score":0.01935679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194730009931765,"score_gpt":0.2440520935147193,"score_spread":0.2245790925215428,"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."}}