{"id":"W2551072710","doi":"10.1109/tpwrd.2016.2626266","title":"Challenges of Power Converter Operation and Control Under Ferroresonance Conditions","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Polytechnique Montréal","funders":"","keywords":"Ferroresonance in electricity networks; Electric power system; Power (physics); Control theory (sociology); Power control; Engineering; Control (management); Electrical engineering; Voltage; Computer science; Transformer; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001011359,0.0001243846,0.0001607375,0.0000583672,0.0001400746,0.0000200821,0.0001083365,0.00006916845,0.002856706],"category_scores_gemma":[0.000002265292,0.00008515199,0.00004994591,0.00003620292,0.0002246465,0.0002045926,0.000001622146,0.00005209391,0.000212956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000023746,"about_ca_system_score_gemma":0.00003465143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002876693,"about_ca_topic_score_gemma":0.00003563862,"domain_scores_codex":[0.9991289,0.00004902031,0.0002278295,0.0002754501,0.0001529337,0.0001658964],"domain_scores_gemma":[0.9993963,0.0001127033,0.00005783454,0.0002756155,0.00008856946,0.00006900857],"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":[0.00008627756,0.0001820589,0.000005643958,0.00001119885,0.00001958537,8.418293e-7,0.0002844657,0.00009570418,0.9888917,0.004767468,0.0002665255,0.005388521],"study_design_scores_gemma":[0.004851692,0.001239971,0.01198355,0.0002577419,0.0001440295,0.00004860436,0.0009491761,0.0009104391,0.9715739,0.001999134,0.005273216,0.0007685638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5565051,0.0006967059,0.4348645,0.005244347,0.0004007566,0.0003854301,0.000358931,0.00007781322,0.001466334],"genre_scores_gemma":[0.9984757,0.0004728588,0.0001327017,0.0004175339,0.000007818773,0.00007548516,5.438346e-7,0.0000128566,0.0004044991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4419705,"threshold_uncertainty_score":0.9980548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801934494962174,"score_gpt":0.2287141992160271,"score_spread":0.2106948542664054,"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."}}