{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007018168,0.0002233442,0.0004744384,0.0002807236,0.00001122096,0.00002735056,0.00006339958,0.000297175,0.002604195],"category_scores_gemma":[0.00001923974,0.000190066,0.0001102106,0.000173332,0.00002806779,0.00002605789,0.00002149855,0.0001296513,0.0008957848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000433196,"about_ca_system_score_gemma":0.00001686489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003398667,"about_ca_topic_score_gemma":0.0001092507,"domain_scores_codex":[0.9991849,0.00002632914,0.000372341,0.0001647243,0.0001170334,0.0001346556],"domain_scores_gemma":[0.9995285,0.00008061371,0.000062568,0.0002517067,0.00003272928,0.00004385412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002344859,0.00000942805,0.000003327118,0.0002757292,0.0009888512,0.0001326692,0.0001257261,0.01191177,0.0004606445,0.0001517002,0.9846597,0.001278106],"study_design_scores_gemma":[0.001009686,0.00003253186,4.799373e-7,0.0006655743,0.0003438969,0.0001086563,0.0002968147,0.09003917,0.00009459283,0.0000730529,0.9068094,0.0005261659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004176612,0.003400826,0.0000516447,0.00001374278,0.00115414,0.0004949039,0.0002084828,0.001213642,0.993045],"genre_scores_gemma":[0.07133263,0.0001667162,0.0001093913,0.000003481526,0.0009678091,0.00001431202,0.00003367944,0.000477151,0.9268948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07812739,"threshold_uncertainty_score":0.9998822,"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."}}