{"id":"W4399374843","doi":"10.1109/icit58233.2024.10540937","title":"The Behavior of DC Microgrid Connected Solid State Transformer During Internal Short Circuits","year":2024,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Microgrid; Transformer; Overvoltage; Voltage; Fault (geology); Overcurrent; Computer science; Electric power system; Electrical engineering; Electronic engineering; Engineering; Power (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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006768569,0.0001098629,0.0001129805,0.00005650933,0.0000426161,0.0000783061,0.0001090142,0.00003458565,0.00011699],"category_scores_gemma":[0.000002603096,0.0000774607,0.00007916577,0.0001119885,0.00002556317,0.0001017092,0.000006528746,0.000119544,0.00001504804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002805754,"about_ca_system_score_gemma":0.00001146264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001268101,"about_ca_topic_score_gemma":0.0000684245,"domain_scores_codex":[0.9993469,0.000007666008,0.0002540719,0.0001051813,0.00008545798,0.0002007806],"domain_scores_gemma":[0.9997935,0.00002921901,0.000006704299,0.0000985291,0.00003513249,0.00003694395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001125166,0.00001493729,0.0003682551,0.0001138004,0.0001639076,0.00001846593,0.0004114883,0.009820946,0.8160535,0.00005531697,0.0002016446,0.1727665],"study_design_scores_gemma":[0.0003786382,0.00003628177,0.004148134,0.0001015052,0.00009863541,0.0000550953,0.0000870541,0.09034687,0.8986355,0.00002310519,0.005828849,0.0002603428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765075,0.005264437,0.01505887,0.00003890835,0.0006956204,0.0003386457,0.00003467041,0.0004406301,0.001620705],"genre_scores_gemma":[0.998031,0.001431834,0.00006130136,0.00000568556,0.00005269649,0.00004735382,0.00000797069,0.00002888823,0.0003332537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1725062,"threshold_uncertainty_score":0.3158756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004754170139181159,"score_gpt":0.207809933343489,"score_spread":0.2030557632043078,"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."}}