{"id":"W2005532933","doi":"10.1109/mei.2002.1019901","title":"Challenge of mixed insulating liquids for use in high-voltage transformers. II. Investigations of mixed liquid impregnated paper insulation","year":2002,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Electrical insulation paper; Materials science; Aramid; Transformer; Transformer oil; Electrical engineering; Compatibility (geochemistry); High voltage; Composite material; Voltage; 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":[0.001052871,0.0003853273,0.0003701829,0.0005242079,0.0004455918,0.001737564,0.0005426304,0.001038394,0.001267597],"category_scores_gemma":[0.001113123,0.0002901138,0.0003486921,0.0003387635,0.0008389997,0.002327702,0.0008899287,0.001331352,0.0009329293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003831381,"about_ca_system_score_gemma":0.000431483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002220094,"about_ca_topic_score_gemma":0.0003498231,"domain_scores_codex":[0.9992774,0.0001828494,0.00003175925,0.00006413025,0.0003849562,0.00005884529],"domain_scores_gemma":[0.9994949,0.0001980378,0.0001044523,0.0000399737,0.0001291946,0.0000333989],"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":[0.000310339,0.0001521522,0.001342415,0.001015947,0.00003339804,0.0007165959,0.000226452,0.001311268,0.9051766,0.007635986,0.0006173217,0.08146155],"study_design_scores_gemma":[0.00002559519,0.001577261,0.001413873,0.0002006172,0.00004456951,0.003496345,0.00051553,0.003300194,0.9519278,0.004579592,0.0328913,0.00002725789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6076216,0.1636712,0.1865805,0.00615915,0.000815364,0.0003474341,0.0002668982,0.0002739335,0.03426395],"genre_scores_gemma":[0.8776574,0.05521454,0.05673711,0.001044098,0.00039673,0.0001722047,0.0001967019,0.0001209133,0.008460321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001737564,"threshold_uncertainty_score":0.005568206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688327717356339,"score_gpt":0.2272829018942642,"score_spread":0.2003996247207008,"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."}}