{"id":"W2112530848","doi":"10.1109/ichve.2010.5640766","title":"Effect of electrical discharge on oil decaying process","year":2010,"lang":"en","type":"article","venue":"","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer oil; Transformer; Voltage; Materials science; Environmental science; Petroleum engineering; Moisture; Stress (linguistics); Waste management; Composite material; Electrical engineering; Engineering","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":[0.0001675179,0.0002067489,0.00028128,0.0001372998,0.0002288488,0.0003196156,0.0001542061,0.0003172253,0.002209101],"category_scores_gemma":[0.0007582986,0.00008937532,0.0002056852,0.000212848,0.0002359018,0.0002762685,0.0002016978,0.0003731693,0.000235958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283941,"about_ca_system_score_gemma":0.0001137661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004413057,"about_ca_topic_score_gemma":0.0003306621,"domain_scores_codex":[0.9998167,0.00002153985,0.00001819267,0.00003190958,0.00005968947,0.00005191904],"domain_scores_gemma":[0.9994928,0.000270788,0.00005232685,0.00003836,0.0001023589,0.00004335828],"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":[0.00117729,0.00008569266,0.001638921,0.0001950539,0.00002443105,0.0003381745,0.000114007,0.0006937006,0.9837249,0.00009020943,0.0001035353,0.01181408],"study_design_scores_gemma":[0.00001590815,0.0008147701,0.004100176,0.000008959244,0.00001838147,0.0001714165,0.00008503416,0.0008289393,0.9927434,0.00006410567,0.001141759,0.000007372626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957644,0.001411057,0.001177017,0.00006358284,0.0000380098,0.00001149006,0.0001822875,0.00003921629,0.001313042],"genre_scores_gemma":[0.9979723,0.0006035486,0.0003955876,0.00005016717,0.000008911036,0.000004615047,0.0001428579,0.00001535504,0.0008065528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002209101,"threshold_uncertainty_score":0.007390141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005843274846541608,"score_gpt":0.2734453213980064,"score_spread":0.2676020465514648,"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."}}