{"id":"W4392903253","doi":"10.1109/tie.2024.3368100","title":"Comprehensive Study and Performance Evaluation of an Interleaved GaN-Based PFC With Magnetic Component Size Reduction","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Mitacs","keywords":"Component (thermodynamics); Reduction (mathematics); Materials science; Electronic engineering; Optoelectronics; Computer science; Mathematics; Engineering; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002735385,0.0002067241,0.0002508473,0.0001213373,0.0001170492,0.00008423333,0.00008344503,0.00006931615,0.0003292028],"category_scores_gemma":[8.897856e-7,0.0001804168,0.0000500624,0.0002353083,0.00006173654,0.0001780253,5.296166e-7,0.0003528623,0.000003858859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001062066,"about_ca_system_score_gemma":0.0003807019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002215861,"about_ca_topic_score_gemma":0.00002399067,"domain_scores_codex":[0.9985736,0.000220614,0.0003106869,0.0003318494,0.0003412261,0.0002220139],"domain_scores_gemma":[0.9993733,0.00008496423,0.000088874,0.0002189078,0.0001678236,0.00006612945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002688128,0.002447344,0.00021779,0.0001246237,0.000663757,0.000002370665,0.001657926,0.1025955,0.3907872,0.00007811467,0.00004337404,0.4986938],"study_design_scores_gemma":[0.008874574,0.01415182,0.0006160759,0.0003376759,0.001567338,0.00001039892,0.00298901,0.1101311,0.8601353,0.000113937,0.0004612505,0.0006115138],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970466,0.00008762208,0.001090061,0.00003684892,0.0006073425,0.0009792134,0.00004878451,0.00004759967,0.0000559666],"genre_scores_gemma":[0.9996167,0.000005566765,0.00003208835,0.000006787264,0.000152449,0.000108216,0.00001914706,0.00002831065,0.00003069255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4980823,"threshold_uncertainty_score":0.7357183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721165439686658,"score_gpt":0.2780167664171511,"score_spread":0.2408051120202845,"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."}}