{"id":"W2181109213","doi":"10.1109/tpwrs.2012.2199336","title":"Online Tracking of Voltage-Dependent Load Parameters Using ULTC Created Disturbances","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Voltage; Tracking (education); Voltage regulation; Electric power system; Computer science; Engineering; Power (physics); Electrical engineering; Control (management); 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003509456,0.0002594025,0.000422143,0.0001434168,0.00009277678,0.00004754572,0.0001534245,0.0001458975,0.00006563304],"category_scores_gemma":[0.000008988735,0.0002452833,0.0001532122,0.0003105593,0.0000501759,0.0003661745,8.398918e-7,0.0002054845,0.00001770278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322463,"about_ca_system_score_gemma":0.00003126153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002839382,"about_ca_topic_score_gemma":0.00005281685,"domain_scores_codex":[0.998261,0.00009503352,0.0006526473,0.0002092552,0.0004064048,0.0003756036],"domain_scores_gemma":[0.9991124,0.00008358727,0.0001114353,0.000399192,0.0001298538,0.0001635828],"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":[0.00003450794,0.0004504559,0.0008445479,0.000286927,0.000203591,0.000002044344,0.001938042,0.9898964,0.006109479,0.00001912495,0.00006744021,0.0001474974],"study_design_scores_gemma":[0.002611959,0.000284146,0.002373434,0.001177257,0.0004016705,0.0001550951,0.005727066,0.8946232,0.0867453,0.000003947429,0.004081355,0.00181559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1792349,0.0008118332,0.8139181,0.000002855075,0.004425668,0.0003436908,0.0002000795,0.0002785597,0.0007843769],"genre_scores_gemma":[0.9993148,0.00002319674,0.0003697767,0.000007450957,0.00001081753,0.00002307021,0.00000467016,0.000048887,0.0001973612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8200799,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970804924923095,"score_gpt":0.2488089340820352,"score_spread":0.2191008848328042,"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."}}