{"id":"W3215511119","doi":"10.1109/mper.2002.4312520","title":"Estimating Overpressures in Pole-Type Distribution Transformers, Part I: Tank Withstand Evaluation","year":2002,"lang":"en","type":"article","venue":"IEEE Power Engineering Review","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Overpressure; Distribution transformer; Transformer; Engineering; Limiting; Electrical impedance; Energy efficient transformer; Automotive engineering; Electrical engineering; Reliability engineering; Structural engineering; Mechanical 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":[0.0004243394,0.0005117555,0.0004387197,0.001564324,0.0001707493,0.0003912601,0.0004496199,0.0005072912,0.0004371268],"category_scores_gemma":[0.001962348,0.0001783677,0.0001726089,0.0007893457,0.0001717259,0.0006017252,0.0002716711,0.0002350108,0.0002910671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515621,"about_ca_system_score_gemma":0.000210659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002070153,"about_ca_topic_score_gemma":0.002619695,"domain_scores_codex":[0.9993881,0.0000935037,0.00003000269,0.00006297377,0.0003965761,0.00002883405],"domain_scores_gemma":[0.9991363,0.0003042298,0.0002127617,0.00003935486,0.0002686899,0.00003879397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001130863,0.0001045706,0.1726409,0.000708141,0.000105443,0.0009043797,0.000553598,0.0274546,0.5588824,0.0003032666,0.0007411834,0.2364706],"study_design_scores_gemma":[0.00006488192,0.002199582,0.2960778,0.00007117748,0.0002160022,0.003598726,0.0008015643,0.1160352,0.57648,0.001187712,0.003188699,0.00007857889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257357,0.002053627,0.06989876,0.00004130699,0.00001421816,0.00006439555,0.0003305319,0.0004315616,0.001429833],"genre_scores_gemma":[0.9930717,0.0007410578,0.005577128,0.000004952744,0.000006185666,0.0000123618,0.0001469642,0.00001264763,0.0004270406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002070153,"threshold_uncertainty_score":0.004116178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732526046853094,"score_gpt":0.2410565552586957,"score_spread":0.2237312947901647,"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."}}