{"id":"W4389832423","doi":"10.1002/9781119612490.ch4","title":"BASIC ISOLATED CONVERTERS","year":2023,"lang":"en","type":"other","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Converters; Computer science; Electrical engineering; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992145,0.001035775,0.000659713,0.001046384,0.0006434881,0.001920311,0.001445222,0.000938095,0.03586942],"category_scores_gemma":[0.0003334371,0.0003390782,0.0005259038,0.001111367,0.0004325521,0.002473237,0.0007909928,0.001131486,0.01815302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007622518,"about_ca_system_score_gemma":0.0005596699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006338233,"about_ca_topic_score_gemma":0.0007860048,"domain_scores_codex":[0.9996127,0.00002832643,0.00001782229,0.00007355485,0.0002313075,0.00003626663],"domain_scores_gemma":[0.9998717,0.00001989532,0.000008574571,0.00001895787,0.00007120576,0.00000966569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001809015,0.0002173648,0.0002983134,0.00198422,0.00003525234,0.0005082036,0.0003233865,0.01064788,0.04528741,0.2702791,0.05647404,0.6137639],"study_design_scores_gemma":[0.00002285762,0.0001725574,0.0002831568,0.0004073262,0.00002759671,0.001445443,0.000143178,0.01866477,0.02305501,0.05790889,0.89783,0.00003910794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009009,0.02681416,0.2972347,0.000620369,0.0013689,0.0003707147,0.0007312295,0.002298423,0.6615525],"genre_scores_gemma":[0.2415408,0.07370878,0.1724543,0.001564218,0.001616491,0.0006760795,0.002815564,0.0009532753,0.5046705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03586942,"threshold_uncertainty_score":0.1199952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005839882241144301,"score_gpt":0.1923174742949304,"score_spread":0.1864775920537861,"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."}}