{"id":"W2316098510","doi":"10.2316/journal.203.2013.1.203-4911","title":"ANN BASED VOLTAGE CONTROL FOR 3Ø SVM INVERTER FED INDUCTION MACHINE DRIVES","year":2013,"lang":"en","type":"article","venue":"International Journal of Power and Energy Systems","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Inverter; Support vector machine; Voltage; Control theory (sociology); Computer science; Control (management); Control engineering; Engineering; Artificial intelligence; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001067826,0.0001292667,0.0002041037,0.0001775896,0.00002708955,0.0001287368,0.0001660466,0.0000685522,0.00007521638],"category_scores_gemma":[0.00001199182,0.0001041847,0.000101082,0.00002707352,0.00002322278,0.0003320052,0.000007808824,0.00008310289,0.00000394348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005732563,"about_ca_system_score_gemma":0.00001533687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002602119,"about_ca_topic_score_gemma":0.000008615439,"domain_scores_codex":[0.999172,0.00001970207,0.0003755527,0.0000858943,0.0002188265,0.0001280728],"domain_scores_gemma":[0.9993829,0.00005114557,0.0001187943,0.00006427344,0.0002849523,0.00009794617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001267311,0.0005123595,0.02671405,0.0004719889,0.007781475,0.0001753606,0.004215415,0.07768131,0.2103803,0.006640142,0.2274924,0.4366679],"study_design_scores_gemma":[0.001788592,0.00009451825,0.002181727,0.00008907049,0.00002008619,0.00007383095,0.0001450302,0.9722661,0.0004038468,0.00009700246,0.022696,0.0001442384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04509312,0.0008697359,0.943867,0.0005318329,0.008600902,0.0001170805,0.00004633059,0.00004501858,0.0008289434],"genre_scores_gemma":[0.99878,0.00002847182,0.00008219939,0.0003759088,0.0003613084,0.00002104536,0.000008256731,0.00002004862,0.0003227631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9536869,"threshold_uncertainty_score":0.4248529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006633290452927143,"score_gpt":0.1996252933481014,"score_spread":0.1929920028951743,"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."}}