{"id":"W2983436474","doi":"10.1109/tpel.2019.2951694","title":"On the Secondary Control Architectures of AC Microgrids: An Overview","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":371,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Villum Fonden","keywords":"Resilience (materials science); Process (computing); Event (particle physics); Control (management); Computer science; Critical infrastructure; Engineering; Distributed computing; Computer security","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":[0.0005134563,0.0009144469,0.0006525416,0.001176719,0.0003658138,0.001512765,0.0007909985,0.0008785651,0.00199253],"category_scores_gemma":[0.0006605441,0.000388213,0.0005976714,0.001792476,0.0005004957,0.001594222,0.0006981958,0.0009950878,0.0007869048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005256206,"about_ca_system_score_gemma":0.0008087739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037398,"about_ca_topic_score_gemma":0.001011468,"domain_scores_codex":[0.9996293,0.00005425371,0.00004096676,0.000091908,0.0001399404,0.00004363547],"domain_scores_gemma":[0.9996132,0.0001329742,0.00003408499,0.00003306459,0.0001664706,0.00002023078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000151229,0.0001421535,0.00161306,0.0082189,0.0001243679,0.0003858068,0.0004691439,0.05067751,0.01127181,0.08140332,0.01213587,0.8334067],"study_design_scores_gemma":[0.00003470986,0.001287684,0.004448037,0.003657765,0.0003862524,0.002017579,0.0006191967,0.1432913,0.01024086,0.04667249,0.7871791,0.0001649682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01444658,0.6192946,0.3136539,0.001214894,0.0009570632,0.0002087111,0.0001662832,0.0004778366,0.04958006],"genre_scores_gemma":[0.2190861,0.6911584,0.07114432,0.000775383,0.002617091,0.000272308,0.0005538283,0.00008526863,0.01430724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002037398,"threshold_uncertainty_score":0.006665647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00509148660517769,"score_gpt":0.1995665998718356,"score_spread":0.1944751132666579,"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."}}