{"id":"W2099108482","doi":"10.1109/elinsl.1992.246979","title":"Application of pulse width analysis to partial discharge detection","year":2003,"lang":"en","type":"article","venue":"","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Partial discharge; Pulse (music); Pulse-width modulation; Noise (video); Generator (circuit theory); Pulse generator; Stator; Acoustics; Phase (matter); Electrical engineering; Computer science; Materials science; Physics; Engineering; Power (physics); Voltage; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002523378,0.00005824379,0.0001212669,0.0001522421,0.00005210591,0.00001709685,0.00006643305,0.00002544394,0.001157338],"category_scores_gemma":[0.00007552423,0.00004915881,0.00004555392,0.001010126,0.00001199396,0.00008496395,0.000008600886,0.00001930075,0.0002317226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002438909,"about_ca_system_score_gemma":0.00001329311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321716,"about_ca_topic_score_gemma":0.00007499866,"domain_scores_codex":[0.9992846,0.00004384813,0.000210062,0.000179109,0.0001536336,0.0001288091],"domain_scores_gemma":[0.9995841,0.00002202119,0.00006541899,0.0001941085,0.00005754047,0.00007677801],"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":[0.0000120867,0.00006258416,0.002223721,0.000002083528,0.00001441767,5.521045e-8,0.00008498103,0.0007606494,0.9847548,0.01043723,0.00001092594,0.001636466],"study_design_scores_gemma":[0.0001253382,0.00004923765,0.008013514,4.189024e-7,0.00006236686,2.92407e-7,0.00001794807,0.007022297,0.9822183,0.000667013,0.001736567,0.00008673006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4938717,0.000004317323,0.5016543,0.00002126578,0.00003724919,0.00009754692,0.000002542634,0.00003150674,0.004279576],"genre_scores_gemma":[0.9980877,7.031129e-7,0.001510796,0.00008763529,0.0000178185,0.00003141804,0.00000343197,0.000003803095,0.0002566629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5042161,"threshold_uncertainty_score":0.9997557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008737141267382061,"score_gpt":0.2464803261892169,"score_spread":0.2377431849218348,"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."}}