{"id":"W2082001509","doi":"10.1109/tdc.2012.6281484","title":"Experience with partial discharge measurements on instrument transformers in high voltage laboratory acceptance tests","year":2012,"lang":"en","type":"article","venue":"","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Hydro; Research Manitoba","funders":"","keywords":"Overvoltage; Partial discharge; Transformer; Current transformer; Voltage; Electrical engineering; High voltage; Insulation system; Engineering; Materials science; Forensic engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004765377,0.0008529815,0.000644016,0.0009037869,0.001170896,0.0009497844,0.002008835,0.001025926,0.001731802],"category_scores_gemma":[0.01071683,0.0004225367,0.0003900264,0.0009899669,0.001583065,0.001268268,0.001612958,0.001235907,0.0009172462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009763,"about_ca_system_score_gemma":0.00065268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034545,"about_ca_topic_score_gemma":0.006866789,"domain_scores_codex":[0.9954696,0.001863741,0.0002326271,0.0004902307,0.001537217,0.0004065913],"domain_scores_gemma":[0.9901711,0.003741582,0.0005971034,0.001073338,0.00378016,0.0006365957],"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":[0.001427943,0.002027476,0.276917,0.0006136134,0.0001803293,0.007101792,0.04997232,0.006088763,0.3428116,0.00154338,0.002222213,0.3090936],"study_design_scores_gemma":[0.0001996237,0.01901267,0.2078794,0.0002053031,0.0003612645,0.02663715,0.03170808,0.01219452,0.6415613,0.002036292,0.05780135,0.0004030921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745989,0.0004874407,0.02053275,0.0002166481,0.00003580039,0.00006165052,0.00003883309,0.0002021641,0.003825787],"genre_scores_gemma":[0.9900946,0.000335364,0.007687034,0.000085176,0.00002941965,0.00001648,0.00008195085,0.00005847025,0.001611534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004765377,"threshold_uncertainty_score":0.02520204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011115664395767,"score_gpt":0.2637438900363657,"score_spread":0.2336327333924081,"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."}}