{"id":"W4411337409","doi":"10.1109/icps64254.2025.11030360","title":"Adaptive Damping Control to Improve Transient Stability in Grid-Forming VSG","year":2025,"lang":"en","type":"article","venue":"","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Transient (computer programming); Control theory (sociology); Stability (learning theory); Grid; Adaptive control; Control (management); Computer science; Mathematics; Artificial intelligence","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":[0.0004165266,0.0001822188,0.0003597989,0.0001768535,0.00006974603,0.00002843482,0.0001777476,0.0001118388,0.0001462287],"category_scores_gemma":[0.00005606013,0.0001457461,0.00009766302,0.0004028263,0.00002415403,0.0001159931,0.00004582492,0.0001140189,0.00001845539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479442,"about_ca_system_score_gemma":0.000114921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03608011,"about_ca_topic_score_gemma":0.03931665,"domain_scores_codex":[0.9984568,0.00009095739,0.0004604638,0.0004105273,0.0001518636,0.0004293703],"domain_scores_gemma":[0.9993346,0.0001142116,0.00004089212,0.0003405596,0.00006061655,0.0001091207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001706993,0.0009299653,0.007587854,0.0004286192,0.000653548,0.00008777501,0.007451219,0.2563597,0.212869,0.3492888,0.005274016,0.1573626],"study_design_scores_gemma":[0.01250469,0.0007710672,0.01969943,0.0009088226,0.0001031845,0.000006262102,0.01271827,0.05736549,0.235496,0.002605989,0.6558747,0.001946139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.362436,0.0003990868,0.2052159,0.001260449,0.00515173,0.0009647131,0.00003029109,0.0002549664,0.4242868],"genre_scores_gemma":[0.9941455,0.000003289961,0.0003844797,0.0007035968,0.0001404957,0.0001037785,0.000002624997,0.00001304364,0.004503175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6506007,"threshold_uncertainty_score":0.9782133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075590590948759,"score_gpt":0.2314602682721944,"score_spread":0.2207043623627068,"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."}}