{"id":"W2897879628","doi":"10.3390/en11102756","title":"Engineering Dielectric Liquid Applications","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dielectric; Liquid dielectric; Materials science; Process engineering; Engineering; Optoelectronics","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":[0.0003633124,0.0006099205,0.0002709331,0.0007278819,0.0007931912,0.001533645,0.0005021409,0.0009242271,0.0672581],"category_scores_gemma":[0.0005012928,0.0001677911,0.000238726,0.0005927331,0.0005050424,0.001320545,0.001177042,0.0007438368,0.03872855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000882357,"about_ca_system_score_gemma":0.0008270241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009696,"about_ca_topic_score_gemma":0.001515128,"domain_scores_codex":[0.9997664,0.00002127144,0.000009121306,0.00004310435,0.0001226538,0.00003735661],"domain_scores_gemma":[0.9997271,0.00003275008,0.00002428488,0.00005454228,0.0001199929,0.00004133796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000379427,0.0002131707,0.0007684155,0.0007229946,0.00001784717,0.0004646913,0.00009354558,0.00228506,0.1141552,0.1217094,0.2373878,0.5218025],"study_design_scores_gemma":[0.00001294299,0.0001179556,0.0006934231,0.0001771016,0.000006949543,0.0003883972,0.00005758888,0.003757907,0.0303559,0.009109079,0.9553096,0.00001307704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01031625,0.005440986,0.01613845,0.002278952,0.002963607,0.00005210741,0.0003138732,0.0005921404,0.9619037],"genre_scores_gemma":[0.1475851,0.01202932,0.01622103,0.001622773,0.001277247,0.000118472,0.0007760863,0.0004275815,0.8199424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0672581,"threshold_uncertainty_score":0.2250008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004418548433040266,"score_gpt":0.189515606343645,"score_spread":0.1850970579106047,"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."}}