{"id":"W4242054248","doi":"10.1109/tpel.2014.2302329","title":"IEEE Power Electronics Society Information","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Power electronics; Electronics; Electrical engineering; Engineering; Computer science; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006619465,0.0002729979,0.000396695,0.000212793,0.0004150091,0.0001636113,0.0003112291,0.0001803885,0.002844571],"category_scores_gemma":[0.00001064699,0.0003220631,0.0003793009,0.0003306136,0.0001005134,0.0007754599,0.000003025887,0.0004656756,0.0126732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004998959,"about_ca_system_score_gemma":0.0000719902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001950353,"about_ca_topic_score_gemma":0.00002021177,"domain_scores_codex":[0.9980439,0.00001526306,0.0006350119,0.0004493257,0.00008449003,0.0007720069],"domain_scores_gemma":[0.9990122,0.0000580098,0.0002690846,0.0004894367,0.00006074805,0.0001104822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000303671,0.001269044,0.000182555,0.00009478106,0.001920772,0.000001293022,0.01145995,0.03057244,0.0003387957,0.4038956,0.5347594,0.01520169],"study_design_scores_gemma":[0.0009061794,0.0003569872,0.00004355442,0.000007135922,0.00002175862,0.000004469842,0.0002295664,0.006920294,0.001739355,0.004095922,0.9851831,0.000491737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02511154,0.001069584,0.7399524,0.0007301903,0.006783488,0.000460911,0.0004161612,0.0002981362,0.2251776],"genre_scores_gemma":[0.9765003,0.0009278521,0.0003605443,0.00140193,0.00003428893,0.00004222483,0.000009443795,0.00003284805,0.02069052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9513888,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115666439762781,"score_gpt":0.1893133048800221,"score_spread":0.1781566404823943,"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."}}