{"id":"W2115983808","doi":"","title":"Power electronics for low voltage semiconductor technology: challenges and some possible solutions","year":2004,"lang":"en","type":"article","venue":"International Power Electronics and Motion Control Conference","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Power electronics; Electronics; Power (physics); Enhanced Data Rates for GSM Evolution; Computer science; Electrical engineering; Work (physics); Electric power system; Power semiconductor device; Semiconductor device; Technology forecasting; Telecommunications; Voltage; Engineering; Mechanical engineering; Nanotechnology","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":[0.0001228808,0.0002388892,0.0002274597,0.0002206799,0.0001024816,0.00007073145,0.0001983829,0.000167261,0.00002447906],"category_scores_gemma":[0.00006614083,0.0002589891,0.0000543666,0.00006309312,0.00009351312,0.0004278022,0.00003812198,0.0003097679,0.000005751122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732237,"about_ca_system_score_gemma":0.0001128156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002051314,"about_ca_topic_score_gemma":0.00004448838,"domain_scores_codex":[0.9987217,0.000007384613,0.0002484776,0.0003567325,0.000151694,0.0005140225],"domain_scores_gemma":[0.9993911,0.00004823529,0.00006662194,0.0001735171,0.0002323847,0.00008816828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005401495,0.00006873301,0.00002645482,0.00003059004,0.0002653894,0.000002898785,0.0002272852,0.0006570982,0.09205887,0.8407519,0.00004995435,0.06580685],"study_design_scores_gemma":[0.01418983,0.001314974,0.001291522,0.0002481725,0.000129082,0.0001895163,0.0004998215,0.2350568,0.01247411,0.6588407,0.07404806,0.0017174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08512714,0.03636115,0.8685952,0.007434042,0.0007564094,0.0006647627,0.0001092909,0.0004358896,0.000516155],"genre_scores_gemma":[0.9916849,0.007525817,0.0002904327,0.0001993231,0.00005150014,0.00009894701,0.00002006977,0.00003546037,0.00009361596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9065577,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007212296365001,"score_gpt":0.2232935542599283,"score_spread":0.2132214312962783,"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."}}