{"id":"W4409356532","doi":"10.1109/tpwrd.2025.3559399","title":"Examination of EMT-Type Impedance Scanning Techniques for Small Signal Stability Assessment of Inverter Based Resources","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Mitacs","keywords":"Electrical impedance; Inverter; Electronic engineering; Stability (learning theory); SIGNAL (programming language); Materials science; Computer science; Electrical engineering; Engineering; Voltage","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009689512,0.0003598248,0.0002474458,0.001030696,0.0001764898,0.0003435782,0.0003935593,0.0003413336,0.001094952],"category_scores_gemma":[0.005123744,0.0001178578,0.0001910728,0.0007598026,0.0002319764,0.0006155886,0.0003484428,0.000312109,0.0002446351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195254,"about_ca_system_score_gemma":0.0001629515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004672648,"about_ca_topic_score_gemma":0.0007478659,"domain_scores_codex":[0.9992421,0.0002797463,0.0000397772,0.00003426512,0.0003802185,0.00002390088],"domain_scores_gemma":[0.9970484,0.001605806,0.0003543994,0.0003354397,0.0006227755,0.00003308323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00104577,0.000164938,0.02032711,0.0009176063,0.00008015012,0.0007647216,0.001073083,0.1687578,0.3011368,0.009604715,0.001703707,0.4944235],"study_design_scores_gemma":[0.00003500779,0.0006765858,0.02176183,0.0001276618,0.00005470051,0.0009369907,0.0004580232,0.7382962,0.2302752,0.002156248,0.005160814,0.00006083259],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3555202,0.0004495881,0.6366922,0.0001938729,0.00003526349,0.0001110859,0.0001837101,0.0009388907,0.005875164],"genre_scores_gemma":[0.9128754,0.0002675837,0.08601969,0.00001428087,0.000008195186,0.00004059998,0.0000632552,0.00003923345,0.0006717371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001094952,"threshold_uncertainty_score":0.005124331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545611464742979,"score_gpt":0.2426538324677214,"score_spread":0.2271977178202916,"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."}}