{"id":"W2136953313","doi":"10.1109/ccece.2005.1557258","title":"Study of the apparent load loss unbalance in three-phase transformers","year":2006,"lang":"en","type":"article","venue":"","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Electromagnetic coil; Three-phase; Mechanics; Control theory (sociology); Engineering; Voltage; Electrical engineering; Physics; Computer science","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":[0.0004727028,0.0002944562,0.0003210788,0.0006738619,0.0001953518,0.0002945654,0.000301906,0.0002286634,0.0006622217],"category_scores_gemma":[0.001439124,0.0001460909,0.0001340644,0.000596349,0.0004045066,0.0006629037,0.0001884485,0.0002657079,0.0001140301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981831,"about_ca_system_score_gemma":0.0001004933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006774089,"about_ca_topic_score_gemma":0.0006504256,"domain_scores_codex":[0.9996873,0.0000792576,0.00001524328,0.0000542773,0.0001309122,0.00003294468],"domain_scores_gemma":[0.9986826,0.000787204,0.0001708155,0.00009348457,0.0002198335,0.00004597644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002062567,0.0002611551,0.03245956,0.0002743007,0.00006627697,0.001332579,0.0009600193,0.1149317,0.7652283,0.003873005,0.0005250584,0.07802553],"study_design_scores_gemma":[0.00006157089,0.001070058,0.04101405,0.00001674953,0.00005107693,0.001141206,0.0003234918,0.706386,0.2455951,0.002370217,0.001925239,0.00004527401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547437,0.00009837717,0.043848,0.00002483157,0.000006029085,0.00001180143,0.00003853402,0.0001295256,0.001099256],"genre_scores_gemma":[0.9987267,0.00001438009,0.001094241,0.00000200247,0.000001340187,0.000002325258,0.0000206436,0.000008527027,0.0001298502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006774089,"threshold_uncertainty_score":0.002889097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654507118164105,"score_gpt":0.2596924753869274,"score_spread":0.2431474042052863,"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."}}