{"id":"W2140335563","doi":"10.1109/isie.2006.295794","title":"Buck-Boost Type Ac-Dc Single-Stage Converters","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Converters; Flyback transformer; Flyback converter; Buck–boost converter; Buck converter; Single stage; Computer science; Boost converter; Electronic engineering; Voltage; Electrical engineering; Engineering; Transformer","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":[0.0001498223,0.0003437695,0.0006625904,0.0005196113,0.0003347247,0.0007664801,0.0008613963,0.0004629044,0.01077294],"category_scores_gemma":[0.0002579125,0.000191523,0.0002684388,0.0006666839,0.000134494,0.000715898,0.0001794463,0.0003646094,0.004864946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878653,"about_ca_system_score_gemma":0.0002328815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000384822,"about_ca_topic_score_gemma":0.0005213306,"domain_scores_codex":[0.9997795,0.00001261095,0.00001634247,0.00003506407,0.0001349681,0.00002154184],"domain_scores_gemma":[0.9998108,0.00003557904,0.00001676035,0.00002301602,0.0001033881,0.00001055411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004558112,0.000117498,0.0008978395,0.002020006,0.00007882969,0.0003833952,0.0001983007,0.009977968,0.3554857,0.01141583,0.008672846,0.610296],"study_design_scores_gemma":[0.0001610452,0.001396187,0.005190872,0.000298644,0.0001656888,0.00597639,0.0002009802,0.1789561,0.570794,0.01758536,0.2191386,0.0001360337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07939558,0.008008596,0.7787699,0.0002882087,0.0006116047,0.0005503201,0.001186167,0.007036142,0.1241536],"genre_scores_gemma":[0.7679949,0.005036165,0.1237306,0.0003223456,0.0003079658,0.0002332438,0.0008790307,0.0001857937,0.1013099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01077294,"threshold_uncertainty_score":0.03603911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009507393926340452,"score_gpt":0.1907313426723065,"score_spread":0.181223948745966,"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."}}