{"id":"W4392889498","doi":"10.1002/9781119890881.ch25","title":"Real‐Time Simulations of Microgrids: Industrial Case Studies","year":2024,"lang":"en","type":"other","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"RTDS Technologies (Canada)","funders":"","keywords":"Computer science; Environmental science","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":[0.0005422056,0.0006508271,0.0005302722,0.0004498434,0.0004511248,0.0007220869,0.00105473,0.000950792,0.003241656],"category_scores_gemma":[0.001296158,0.0002564596,0.0006022907,0.0008507525,0.0003953057,0.0005176315,0.0005531573,0.0008942028,0.0003652835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006581295,"about_ca_system_score_gemma":0.0003801339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246503,"about_ca_topic_score_gemma":0.01086656,"domain_scores_codex":[0.9997335,0.0001001804,0.00001892808,0.00003139632,0.00006641603,0.00004957574],"domain_scores_gemma":[0.9991907,0.0004677222,0.00004959142,0.00009911728,0.0001405309,0.00005229384],"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":[0.00009058884,0.0001222586,0.002477335,0.0001207866,0.00002381538,0.0003314256,0.0001133576,0.9833572,0.0007176997,0.003180533,0.001758828,0.00770626],"study_design_scores_gemma":[0.00004103757,0.00008996409,0.00115014,0.00001824746,0.00001355964,0.00004986854,0.0001717955,0.992628,0.001168157,0.001543972,0.003115612,0.000009517915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.895321,0.0009783125,0.0603735,0.0008518109,0.000130944,0.000211876,0.002096217,0.000881249,0.03915511],"genre_scores_gemma":[0.987991,0.0002647924,0.009045281,0.00002890385,0.00001000212,0.00006209847,0.0005437155,0.00002911613,0.002025123],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01246503,"threshold_uncertainty_score":0.02478492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990656778235419,"score_gpt":0.2830640210579969,"score_spread":0.2531574532756427,"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."}}