{"id":"W2109051739","doi":"10.1109/elinsl.1994.401398","title":"Heat transfer of transformer oil in Plexiglas pipe and paper-pressboard annular duct models","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transformer oil; Heat transfer; Pressboard; Transformer; Duct (anatomy); Materials science; Chemistry; Composite material; Petroleum engineering; Mechanics; Analytical Chemistry (journal); Electrical engineering; Chromatography; Engineering; Voltage; Physics","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":[0.0003566038,0.0004779942,0.0005213813,0.0003379714,0.0003114681,0.0004688337,0.0003958283,0.000372198,0.001766145],"category_scores_gemma":[0.0008042852,0.000194081,0.0003298784,0.0003766609,0.0004454784,0.0006543311,0.0003945459,0.000393244,0.0002651031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004003511,"about_ca_system_score_gemma":0.0002354827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254922,"about_ca_topic_score_gemma":0.001087149,"domain_scores_codex":[0.9997573,0.00003886557,0.00001438439,0.00004936194,0.00008317234,0.00005682993],"domain_scores_gemma":[0.9996077,0.0002116169,0.00004708267,0.0000412702,0.0000547322,0.00003761929],"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":[0.001388019,0.0001331824,0.001427667,0.0001547942,0.00001959997,0.0001885442,0.0003105733,0.01910316,0.9708381,0.000579146,0.000140051,0.005717176],"study_design_scores_gemma":[0.00003057585,0.0006401497,0.001243175,0.000005736272,0.00001248701,0.00004438991,0.0000634016,0.0303503,0.9670745,0.00009565826,0.000427748,0.00001195191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962218,0.0001101841,0.002899075,0.00002172579,0.00001228741,0.00001508998,0.00009340393,0.00007324266,0.000553214],"genre_scores_gemma":[0.9972844,0.0001291712,0.001015489,0.000004219882,0.000003998834,0.00001357305,0.00009826865,0.00002011779,0.001430843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002254922,"threshold_uncertainty_score":0.00590837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517060503738663,"score_gpt":0.1877299683951523,"score_spread":0.1725593633577657,"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."}}