{"id":"W4242405874","doi":"10.1109/tpel.2020.3011887","title":"IEEE Power Electronics Society Information","year":2020,"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; Power (physics); 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002964518,0.000268247,0.0003964051,0.0001248285,0.0003412628,0.000155902,0.0003177892,0.0001615479,0.004086656],"category_scores_gemma":[0.000009528069,0.0003230819,0.0003932023,0.000427659,0.00008642369,0.0008216017,0.000003584405,0.000519877,0.01487775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004090633,"about_ca_system_score_gemma":0.0001030833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182967,"about_ca_topic_score_gemma":0.000007652004,"domain_scores_codex":[0.9980992,0.00001017437,0.0006332959,0.0004724609,0.00008373684,0.000701133],"domain_scores_gemma":[0.9991754,0.00003474532,0.000247807,0.0003260542,0.0000539566,0.0001620155],"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":[0.0004670077,0.0008284911,0.0001301318,0.0001105252,0.002147581,0.000004255443,0.02622456,0.03050517,0.0004974355,0.1191016,0.8141375,0.005845723],"study_design_scores_gemma":[0.0009964821,0.0004568317,0.00002263479,0.000005481219,0.00002560205,0.000003449454,0.0005753153,0.007044763,0.002506836,0.001174407,0.9866649,0.0005233291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03088644,0.003269313,0.7622014,0.00518241,0.006870841,0.0009109366,0.001418786,0.0005785162,0.1886814],"genre_scores_gemma":[0.9860348,0.001474656,0.0003198601,0.004273372,0.00003928174,0.00003721721,0.00001095625,0.00003497446,0.007774864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9551484,"threshold_uncertainty_score":0.9999221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873528023782395,"score_gpt":0.1941554159267366,"score_spread":0.1754201356889127,"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."}}