{"id":"W2155497430","doi":"10.1109/tdc.2008.4517061","title":"Is it ok to reclose on the transformer?","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Engineering; Electrical engineering; Distribution transformer; Reliability engineering; Automotive engineering; Computer science; Voltage","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004248928,0.00008144839,0.00005891652,0.00003614161,0.00006766352,0.000009320358,0.0000773016,0.00003200938,0.0007289435],"category_scores_gemma":[0.000007676049,0.00005441636,0.00003976784,0.0001196776,0.000009470714,0.00005300055,0.000001177501,0.00007242186,0.0006978284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001995958,"about_ca_system_score_gemma":0.000005855481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001392657,"about_ca_topic_score_gemma":0.00001174403,"domain_scores_codex":[0.9995616,0.000003268819,0.0001050739,0.00007359547,0.0001110938,0.0001453432],"domain_scores_gemma":[0.9997455,0.00005861949,0.000002680869,0.0001261833,0.00001314801,0.00005389602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004158665,0.0001368788,0.0009324959,0.00004575967,0.0001367961,0.00001594581,0.01529117,0.01574418,0.01282283,0.02680068,0.8863499,0.04168179],"study_design_scores_gemma":[0.0003688918,0.0001850353,0.01499272,0.00004653788,0.00001386329,0.000008752252,0.0001343878,0.01181668,0.2041634,0.0005232764,0.7673692,0.0003772581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4511399,0.00004009693,0.02594661,0.01093472,0.0003070404,0.000319817,0.00001882024,0.000172772,0.5111203],"genre_scores_gemma":[0.9952037,0.0003183818,0.0001538151,0.003477672,0.0000375346,0.0000178568,0.000002639722,0.00001484081,0.0007736124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5440638,"threshold_uncertainty_score":0.8969405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518375105432273,"score_gpt":0.2354714838161072,"score_spread":0.2002877327617845,"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."}}