{"id":"W2516161433","doi":"10.1109/pscc.2016.7540832","title":"Integrated energy management system for isolated microgrids","year":2016,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Energy management; Energy management system; Systems engineering; Energy (signal processing); Engineering; 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":[0.0002173361,0.0005419313,0.0004864782,0.0002803344,0.0003884874,0.0006189352,0.0007225763,0.000298212,0.003753113],"category_scores_gemma":[0.000328888,0.0001717171,0.0003294195,0.000322023,0.0001794676,0.0006319393,0.0009075946,0.0005961498,0.0007452911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684126,"about_ca_system_score_gemma":0.0006169674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081902,"about_ca_topic_score_gemma":0.003109602,"domain_scores_codex":[0.9998437,0.00002942897,0.0000104584,0.00004251731,0.00005386883,0.00001990831],"domain_scores_gemma":[0.9998937,0.00001375972,0.00001567388,0.00002613298,0.00003844557,0.00001235026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002369971,0.0002612518,0.001716661,0.0002188299,0.0001115175,0.0002835394,0.0001177705,0.6549516,0.01484191,0.01736321,0.007118347,0.3027784],"study_design_scores_gemma":[0.00004280789,0.0001226632,0.000614555,0.00001531299,0.00003537639,0.00004671915,0.00003231721,0.9832843,0.003199347,0.003821328,0.008774256,0.00001093131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06486563,0.0005740922,0.9032055,0.0002471293,0.0001701046,0.0001516076,0.0002272861,0.00468516,0.02587358],"genre_scores_gemma":[0.9417059,0.0001961426,0.05286389,0.00007112219,0.00004943876,0.0001157538,0.0003012056,0.00005626304,0.004640325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003753113,"threshold_uncertainty_score":0.01255548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003063305907583042,"score_gpt":0.1535524161231851,"score_spread":0.1504891102156021,"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."}}