{"id":"W4233241302","doi":"10.1109/cjece.2016.2520718","title":"Canadian Journal of Electrical and Computer Engineering","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002749323,0.0002454421,0.000483757,0.001062697,0.00004968893,0.0001738595,0.0002846118,0.0001792272,0.00000310031],"category_scores_gemma":[0.0000834931,0.0002270932,0.0000866857,0.0004478768,0.00002775574,0.0002170543,0.00001574245,0.000688456,0.000001123239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460821,"about_ca_system_score_gemma":0.0005771127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999339,"about_ca_topic_score_gemma":0.002123625,"domain_scores_codex":[0.9985583,0.00001342611,0.0005378462,0.0001174709,0.0001621209,0.0006107836],"domain_scores_gemma":[0.9978938,0.00008505637,0.00008401762,0.000105979,0.0001806382,0.001650532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003610289,0.00004815621,0.03776123,0.0004625079,0.001648063,0.007534647,0.002705432,0.6842077,0.001187891,0.01588069,0.05151397,0.1970136],"study_design_scores_gemma":[0.0009179632,0.0007658004,0.009968312,0.0002443265,0.00005589219,0.006560662,0.00001318174,0.9219605,0.0003707142,0.0001437642,0.05845099,0.0005478736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5905035,0.02279825,0.3834977,0.0002197467,0.002676572,0.000122972,0.000006620629,0.00009167136,0.00008297359],"genre_scores_gemma":[0.9930289,0.00006781863,0.006130528,0.00003134869,0.0006980345,8.279656e-7,5.060271e-7,0.0000351793,0.000006846325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025254,"threshold_uncertainty_score":0.9260593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006120810804492375,"score_gpt":0.1510344738031668,"score_spread":0.1449136629986744,"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."}}