{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005396878,0.0004121786,0.001327301,0.00009078893,0.00003490412,0.00003760824,0.0001586698,0.0001795147,0.00006393253],"category_scores_gemma":[0.00001751784,0.000302012,0.0005087094,0.0001468239,0.00000853133,0.00001093912,0.00001497648,0.000187649,0.0001196891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007651505,"about_ca_system_score_gemma":0.0000332782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.32541e-7,"about_ca_topic_score_gemma":0.000001191724,"domain_scores_codex":[0.998904,0.00004418443,0.0004651961,0.0002783053,0.00008553899,0.0002227667],"domain_scores_gemma":[0.9993477,0.0001194529,0.00009745314,0.000318681,0.00007146127,0.00004522555],"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":[0.000001034344,0.000005952582,5.658842e-9,0.09715089,0.0001238775,3.468078e-7,0.000001253365,0.007574554,0.000002328233,0.00001141377,0.03144271,0.8636856],"study_design_scores_gemma":[0.0001561467,0.00003424642,4.283262e-8,0.0154045,0.0006009283,0.00000878764,2.085644e-7,0.01122831,0.00000433047,0.000002068843,0.9722433,0.0003171218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.063501e-7,0.9854412,0.01019638,0.00002181763,0.0004701967,0.00294406,0.0006159809,0.0002159386,0.00009434372],"genre_scores_gemma":[1.147918e-7,0.9922349,0.001220598,0.0002638628,0.0003940109,0.0004328905,0.005314562,0.00007595686,0.00006307445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9408006,"threshold_uncertainty_score":0.9999432,"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."}}