{"id":"W2068517031","doi":"10.1109/ceidp.2012.6378919","title":"Influence of aging byproducts on the gassing tendency of transformer oils","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer oil; Dissolved gas analysis; Hydrocarbon; Transformer; Petroleum engineering; Gas chromatography; Petroleum; Environmental science; Crude oil; Waste management; Chemistry; Engineering; Organic chemistry; Electrical engineering; Chromatography","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":[0.0003071188,0.0002958651,0.0002109265,0.0002292251,0.0001201671,0.0003021559,0.0001115612,0.0001635478,0.0006872967],"category_scores_gemma":[0.000876172,0.0001223973,0.0001807583,0.0001676432,0.0002373771,0.0002511961,0.0001583584,0.0001965251,0.0001498861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074063,"about_ca_system_score_gemma":0.0001042545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006286725,"about_ca_topic_score_gemma":0.0005925947,"domain_scores_codex":[0.9997887,0.00004863722,0.00002216351,0.0000444453,0.00006206011,0.00003393654],"domain_scores_gemma":[0.9994191,0.0002514092,0.0001029242,0.0000559493,0.0001162047,0.00005443762],"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":[0.0007692362,0.00002751633,0.006725106,0.00006707728,0.00001988707,0.0001743151,0.0001406261,0.0007136773,0.9848738,0.00005283375,0.00001634162,0.00641962],"study_design_scores_gemma":[0.000002877545,0.0004962818,0.009035898,0.000004693278,0.00002527897,0.0001288839,0.00007910818,0.001190263,0.9886649,0.0000284508,0.0003364701,0.000006979073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981077,0.0006111232,0.0009299362,0.000007184667,0.00000823807,0.000004513113,0.00005023445,0.00001213966,0.0002689275],"genre_scores_gemma":[0.9987344,0.0004124687,0.0005480499,0.000008312231,0.000004944633,0.000002553455,0.000072592,0.000009087644,0.0002075457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006872967,"threshold_uncertainty_score":0.002299249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197055402659676,"score_gpt":0.2167220531439706,"score_spread":0.2047514991173739,"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."}}