{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008310493,0.0001122892,0.0002298602,0.002814897,0.0005647081,0.0007343822,0.0002522262,0.000309287,0.006174367],"category_scores_gemma":[0.002579057,0.0001270748,0.000191276,0.003700477,0.0001985691,0.0006788815,0.0005328468,0.0002834223,0.00100199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005315671,"about_ca_system_score_gemma":0.0009155208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003154781,"about_ca_topic_score_gemma":0.004233181,"domain_scores_codex":[0.9990228,0.0003006207,0.0001077452,0.00009934106,0.0002332237,0.0002362452],"domain_scores_gemma":[0.9969939,0.0006935708,0.0006113743,0.00009382258,0.0006565416,0.0009508152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337822,0.0002738114,0.8828493,0.000412814,0.00003809132,0.0004764315,0.003600521,0.0002253484,0.001060386,0.001148934,0.00596405,0.1038165],"study_design_scores_gemma":[0.000004439768,0.0001435931,0.9656616,0.0001565227,0.00001709635,0.0005484021,0.007570454,0.000136949,0.0003616952,0.00009368299,0.02529297,0.00001251551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830785,0.004227974,0.0003011696,0.0009123108,0.00003262869,0.00002822714,0.0008388031,0.00002983086,0.01055067],"genre_scores_gemma":[0.99033,0.00379916,0.0002549916,0.0003004149,0.00002800815,0.00001796603,0.000830443,0.000008012912,0.004431011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006174367,"threshold_uncertainty_score":0.02065527,"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."}}