{"id":"W4407787327","doi":"10.1109/gec61857.2024.10881013","title":"Mitigation of FIDVR Using Solid State Transformer in Active Distribution Systems","year":2024,"lang":"en","type":"article","venue":"","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Distribution transformer; Transformer; Solid-state; Computer science; Electrical engineering; Engineering; Engineering physics; Voltage","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":[0.000250595,0.000389857,0.0002774786,0.0002483918,0.0001985074,0.000503885,0.0004202402,0.0002851828,0.0008220201],"category_scores_gemma":[0.0004659018,0.00009525283,0.0002247268,0.0002261375,0.0003083398,0.000534858,0.0003241752,0.0003017842,0.0001204641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972687,"about_ca_system_score_gemma":0.0003710006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150433,"about_ca_topic_score_gemma":0.002198865,"domain_scores_codex":[0.9997858,0.00008056897,0.00001450304,0.00002642109,0.00006925517,0.00002338268],"domain_scores_gemma":[0.9997447,0.00008678999,0.00007978331,0.00002506974,0.00005276293,0.00001090613],"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":[0.0004494043,0.0001562973,0.003342989,0.0003452388,0.00006513813,0.0004075257,0.0002148758,0.766741,0.09911661,0.01039606,0.0008304305,0.1179345],"study_design_scores_gemma":[0.00003745326,0.0005616919,0.001070923,0.00002290149,0.00004496684,0.0001933739,0.00005181134,0.9582734,0.03516956,0.002556197,0.002004375,0.00001344232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3638655,0.0003969434,0.6258131,0.000187698,0.00006321135,0.0000774888,0.00006800694,0.001362305,0.008165729],"genre_scores_gemma":[0.9929783,0.00004776353,0.006688574,0.00000588184,0.000002687432,0.000006103583,0.000009241077,0.000006076622,0.0002553538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00150433,"threshold_uncertainty_score":0.00299108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007962850775318055,"score_gpt":0.239409799066378,"score_spread":0.2314469482910599,"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."}}