{"id":"W4234314706","doi":"10.1109/tpel.2021.3054322","title":"IEEE Power Electronics Society","year":2021,"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; Electronic engineering; Computer science; 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":[0.0001841129,0.0002584208,0.0002026224,0.00008016557,0.0002765171,0.0001747979,0.0005318078,0.0001474015,0.0001193359],"category_scores_gemma":[0.00000482539,0.0002887187,0.0003063658,0.0007712402,0.00002683055,0.0003285058,0.000003690038,0.0007549571,0.0001106713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004535529,"about_ca_system_score_gemma":0.001017521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000255037,"about_ca_topic_score_gemma":0.00002135186,"domain_scores_codex":[0.9979522,0.00003416041,0.0002721361,0.0005365211,0.0004168179,0.0007882138],"domain_scores_gemma":[0.9987406,0.0001142686,0.00005122822,0.0007275018,0.0002064675,0.0001599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003307798,0.002635309,0.00001126039,0.00006953466,0.00107365,0.00005564819,0.00432709,0.6262203,0.08181665,0.2497973,0.01797661,0.01598359],"study_design_scores_gemma":[0.001605099,0.001120422,0.000130762,0.00008714639,0.0001269733,0.0004247343,0.0002319765,0.2079873,0.4968565,0.01024379,0.2790225,0.002162865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006198466,0.001388276,0.9869487,0.001985625,0.00178249,0.00009158163,0.00000526041,0.0002373214,0.001362281],"genre_scores_gemma":[0.9760987,0.000970469,0.01973836,0.001169889,0.00004026879,0.0000283826,0.000003367463,0.00004429616,0.001906257],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9699003,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008341126630328828,"score_gpt":0.2292721345372163,"score_spread":0.2209310079068875,"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."}}