{"id":"W3018352928","doi":"10.1109/epec47565.2019.9074800","title":"A Comprehensive Review on Microgrid Architectures for Distributed Generation","year":2019,"lang":"en","type":"review","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Microgrid; Distributed generation; Photovoltaic system; Reliability (semiconductor); Grid; Computer science; Wind power; Distributed computing; Reliability engineering; Electricity generation; Renewable energy; Engineering; Electrical engineering; Power (physics)","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":[0.0003414184,0.001049522,0.0008238884,0.002236435,0.0002922718,0.0009482924,0.0007718605,0.0007512616,0.009844338],"category_scores_gemma":[0.0006227701,0.0003230725,0.0006234017,0.003628808,0.0002095052,0.001290155,0.0005967086,0.0007137522,0.003631952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004964602,"about_ca_system_score_gemma":0.001242549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575887,"about_ca_topic_score_gemma":0.0021704,"domain_scores_codex":[0.9998362,0.00002286868,0.00002612941,0.00003087589,0.00006943193,0.00001438655],"domain_scores_gemma":[0.9997396,0.0001060526,0.00004099121,0.00001247277,0.00008492368,0.00001592619],"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":[0.00005265849,0.00006838902,0.0001673889,0.04124337,0.00009180082,0.0002051826,0.00008529092,0.002682975,0.002609038,0.01141528,0.05189614,0.8894825],"study_design_scores_gemma":[0.000005434155,0.00006132081,0.0003457198,0.004127841,0.00008127569,0.0003829062,0.00004193349,0.0002411969,0.0005505747,0.002058617,0.9920875,0.00001556725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004183627,0.9890848,0.001339826,0.000262791,0.0004031655,0.00002197885,0.0001510817,0.00003799898,0.008280015],"genre_scores_gemma":[0.002448742,0.9930488,0.001300257,0.0001676025,0.0001997316,0.00002022284,0.0002145453,0.00000959125,0.002590411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009844338,"threshold_uncertainty_score":0.03293258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05563437678024911,"score_gpt":0.2966463598109471,"score_spread":0.241011983030698,"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."}}