{"id":"W2384300429","doi":"","title":"Survey of Power Electronics Education in Universities at Home and Abroad","year":2006,"lang":"en","type":"article","venue":"Journal of Electrical & Electronic Education","topic":"Education and Work Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Power electronics; Electronics; Power (physics); Order (exchange); Engineering; Electrical engineering; Business; Physics; Finance","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":[0.001040797,0.0001121616,0.000249298,0.0003866838,0.0001408154,0.00003196589,0.000202088,0.0001229478,0.00006691692],"category_scores_gemma":[0.0001956573,0.0001184849,0.00006087509,0.001246616,0.0001071015,0.0002800676,0.00001292181,0.0003915378,0.000002636053],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597051,"about_ca_system_score_gemma":0.01715754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002744424,"about_ca_topic_score_gemma":0.007521976,"domain_scores_codex":[0.9982141,0.0004009161,0.0004858769,0.0001457325,0.0003468002,0.0004066157],"domain_scores_gemma":[0.9984494,0.0002787886,0.0005150672,0.000088836,0.0005500082,0.0001179299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003850154,0.002586612,0.5244488,0.00003028073,0.00006116321,0.000001036715,0.007113662,0.00006105386,0.001375966,0.4069008,0.01765667,0.03937889],"study_design_scores_gemma":[0.0006571387,0.0007988965,0.9358237,0.00006170655,0.00005787512,0.00002971326,0.004901503,0.0001003192,0.0002568058,0.01835061,0.03861673,0.000344986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817234,0.01139588,0.00005992748,0.002013665,0.0002724632,0.0001378198,9.84051e-7,0.000007449344,0.004388392],"genre_scores_gemma":[0.9946699,0.00237762,0.00009855546,0.0001248459,0.0001668674,0.00000197163,0.00001463842,0.00001107163,0.002534527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113749,"threshold_uncertainty_score":0.9884143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004927167894151043,"score_gpt":0.3086576396641089,"score_spread":0.3037304717699579,"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."}}