{"id":"W2622156857","doi":"","title":"Calculations for Short Circuit Withstand Capability of a Distribution Transformer","year":2011,"lang":"en","type":"article","venue":"International Journal of Advancements in Technology","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electromagnetic coil; Transformer; Distribution transformer; Electrical engineering; Dielectric withstand test; Short circuit; Delta-wye transformer; Electronic circuit; Reliability engineering; Computer science; Voltage; Engineering; Automotive engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118738,0.00006718011,0.0001353473,0.0002479991,0.000009518369,0.0000027026,0.0001753777,0.0000679798,0.00002214915],"category_scores_gemma":[0.00005755326,0.00006687041,0.00005134226,0.0001322945,0.00005383791,0.0002005731,0.00000379465,0.00009883897,2.69485e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457991,"about_ca_system_score_gemma":0.00002016701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003771208,"about_ca_topic_score_gemma":0.00001921992,"domain_scores_codex":[0.9992024,0.000003362517,0.000488951,0.00005910719,0.0001453478,0.0001008591],"domain_scores_gemma":[0.999542,0.00002482942,0.00006838293,0.00006079975,0.0002860188,0.00001799853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007279714,0.001668331,0.3643212,0.0002088185,0.00119957,0.00003461114,0.002206752,0.0275755,0.0687976,0.1471056,0.0001486836,0.3860054],"study_design_scores_gemma":[0.00763771,0.001470689,0.2170217,0.0006909215,0.0001781178,0.0001241491,0.000734817,0.014626,0.4782235,0.2576618,0.02096269,0.0006679505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4724563,0.0001256233,0.5261342,0.00004837702,0.0004797245,0.0001337763,0.0001082174,0.00001266814,0.0005010855],"genre_scores_gemma":[0.9968759,0.0002043639,0.002854445,0.000004272891,0.00001735279,0.00001334602,0.00002132897,0.000007268086,0.000001725829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5244196,"threshold_uncertainty_score":0.2726896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141551807733615,"score_gpt":0.2681349510486917,"score_spread":0.2467194329713555,"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."}}