{"id":"W4251254566","doi":"10.1109/tpel.2020.3030115","title":"IEEE Power Electronics Society","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Power electronics; Electronics; Electrical engineering; Power (physics); Engineering; Physics; Voltage","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":[0.0001383135,0.0002700426,0.000205242,0.00006248281,0.0002332535,0.0001390144,0.0007268848,0.000131425,0.00007836657],"category_scores_gemma":[0.000004555466,0.0002905825,0.0002763408,0.0007000925,0.0000279659,0.0003454853,0.00000336522,0.0008000979,0.0001679494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985154,"about_ca_system_score_gemma":0.0005021989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002351939,"about_ca_topic_score_gemma":0.000005054143,"domain_scores_codex":[0.9980448,0.00002462305,0.0002714497,0.000517902,0.0004035982,0.0007376379],"domain_scores_gemma":[0.9990389,0.00008613837,0.00005676748,0.0004638921,0.0001030029,0.0002513065],"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":[0.00006314716,0.001076093,0.00000811653,0.00006849063,0.0007162311,0.00001445484,0.008459026,0.7961199,0.04322038,0.1158868,0.02403292,0.01033442],"study_design_scores_gemma":[0.001431041,0.002384306,0.00005900118,0.00004185438,0.00009544027,0.00007289727,0.0001634688,0.6207135,0.1321438,0.003185637,0.2378854,0.001823729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004142893,0.000616924,0.9868925,0.006137941,0.0009287533,0.0001447045,0.00000542939,0.0003482006,0.0007826734],"genre_scores_gemma":[0.9838845,0.000428683,0.01227006,0.00302529,0.00005206722,0.00002443776,0.000001665667,0.00004280847,0.0002705637],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9797415,"threshold_uncertainty_score":0.9999546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163601652217098,"score_gpt":0.2253276019012381,"score_spread":0.2136915853790671,"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."}}