{"id":"W4386072099","doi":"10.23919/icpe2023-ecceasia54778.2023.10213938","title":"Considered: A Single-Stage Isolated Matrix Rectifier With Hold-Up Time Capability and Wide Input Voltage Range for Data Center and Telecom Applications","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Capacitor; Transformer; Voltage; Rectifier (neural networks); Electrical engineering; Computer science; Electronic engineering; Engineering","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":[0.0001483127,0.0004026811,0.0004531095,0.0001091479,0.0002755139,0.0007688877,0.0007438085,0.000532177,0.00359173],"category_scores_gemma":[0.000181579,0.0001399846,0.0003724947,0.0002131926,0.000195052,0.0008005652,0.0002093329,0.000486446,0.001065654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002753484,"about_ca_system_score_gemma":0.0003285652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002948028,"about_ca_topic_score_gemma":0.0007870395,"domain_scores_codex":[0.9997817,0.00002129297,0.00001261794,0.00007705837,0.00008053483,0.0000267714],"domain_scores_gemma":[0.9999176,0.00001416389,0.00001788637,0.00001245602,0.00003079033,0.000007112497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003978874,0.0001157643,0.001244702,0.000748307,0.00007384137,0.001045463,0.0001461319,0.01830195,0.8817764,0.01695494,0.001559909,0.07763475],"study_design_scores_gemma":[0.0001317462,0.002140408,0.002549506,0.00005114879,0.000193755,0.004345373,0.0002086155,0.2797899,0.6700748,0.007573436,0.03288768,0.0000537098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1833816,0.001445407,0.779711,0.0003203519,0.0003305517,0.0002340658,0.0002156142,0.0007996064,0.03356178],"genre_scores_gemma":[0.9503069,0.0004171116,0.03951436,0.00006289151,0.00007471295,0.00003729313,0.00009386022,0.00002959897,0.009463148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00359173,"threshold_uncertainty_score":0.01201546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525646373893561,"score_gpt":0.2533833542807607,"score_spread":0.2281268905418251,"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."}}