{"id":"W2065316976","doi":"10.1109/cjece.2014.2327091","title":"Improvement of High-Current Density PCB Design With PSU Load Balance and Redundancy on a High End Server System","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute for Information Industry, Ministry of Science and Technology, Taiwan","keywords":"Heat sink; Electrical engineering; Printed circuit board; Redundancy (engineering); Power (physics); Computer science; Automotive engineering; Engineering; Reliability engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001113833,0.0001688197,0.0003064394,0.000152829,0.00003060126,0.00002915901,0.00009600429,0.00004061657,0.000001317559],"category_scores_gemma":[0.00001151366,0.0001461753,0.00002756445,0.0001412769,0.00001827017,0.00008466433,0.000008330666,0.000242236,4.091947e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619783,"about_ca_system_score_gemma":0.00008568976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596718,"about_ca_topic_score_gemma":0.00007914675,"domain_scores_codex":[0.9991943,0.00001236562,0.0002459756,0.0001255962,0.0001433099,0.0002784291],"domain_scores_gemma":[0.9992974,0.00007858937,0.00006078136,0.0001013624,0.00007731877,0.0003844962],"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":[0.00009458127,0.00002641119,0.001479836,0.0008603706,0.0003144701,0.0001926408,0.0002622479,0.3148257,0.003604769,0.006504148,0.0002591761,0.6715756],"study_design_scores_gemma":[0.001016093,0.0009668401,0.01280597,0.0005427669,0.0000414174,0.0002285805,0.000002875977,0.9810349,0.002588982,0.0000717883,0.0004057475,0.0002940715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3644714,0.0005626068,0.634626,0.0000179618,0.0002398475,0.00006097753,0.00000131401,0.00001758068,0.00000233062],"genre_scores_gemma":[0.9944896,0.00002909712,0.005295208,0.00001793128,0.0001440065,0.000001764987,4.069027e-7,0.00002037333,0.000001681844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6712816,"threshold_uncertainty_score":0.5960857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003192199436207344,"score_gpt":0.1397657527093865,"score_spread":0.1365735532731792,"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."}}