{"id":"W7116652011","doi":"10.18280/mmep.121117","title":"Performance Evaluation of Static Synchronous Compensator and Static VAR Compensator Under Fault Conditions","year":2025,"lang":"","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Fault (geology); Stability (learning theory); Static VAR compensator; Control system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001366645,0.000437483,0.0008094667,0.0002604006,0.0001580649,0.0001200082,0.0001308593,0.0001923207,0.00009267337],"category_scores_gemma":[0.0000995911,0.0004526661,0.00007155617,0.0003360139,0.000147565,0.0002085909,0.00006532769,0.0003102617,0.000008378413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864498,"about_ca_system_score_gemma":0.0001106505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001339671,"about_ca_topic_score_gemma":0.000001219675,"domain_scores_codex":[0.9973767,0.000104163,0.001168869,0.000419956,0.0004853564,0.0004449725],"domain_scores_gemma":[0.9984902,0.0005150618,0.0001301758,0.0003887357,0.0002763267,0.0001995444],"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":[0.000006224037,0.0001137913,0.0000472232,0.01057258,0.0002075157,3.107642e-7,0.001999591,0.9735395,0.0001818665,0.01304421,0.00001090735,0.0002762241],"study_design_scores_gemma":[0.001002125,0.00006817187,0.0002127849,0.002739829,0.0004228895,0.000008991567,0.0002525866,0.9897823,0.0001044082,0.004999352,0.00002653718,0.0003800123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.349276,0.0009248097,0.6481281,0.00006256845,0.0001847443,0.0007854718,0.00003820878,0.000109606,0.0004904822],"genre_scores_gemma":[0.980405,0.0003211553,0.01902117,0.0000143094,0.000009317233,0.0001054154,0.00002030471,0.00005020694,0.00005311222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.631129,"threshold_uncertainty_score":0.9997925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768158649886983,"score_gpt":0.2516199126719769,"score_spread":0.223938326173107,"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."}}