{"id":"W4238036170","doi":"10.1109/cjece.2015.2396304","title":"Canadian Journal of Electrical and Computer Engineering","year":2014,"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","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":[0.0002717664,0.0002491997,0.0004988164,0.0010449,0.00006847451,0.0001714339,0.0002881859,0.0001797232,0.000004832123],"category_scores_gemma":[0.00008040573,0.0002308778,0.00009821844,0.0003939499,0.00002787553,0.0001797256,0.00001404508,0.0006976073,0.000001018419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197038,"about_ca_system_score_gemma":0.0002658109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425967,"about_ca_topic_score_gemma":0.001962475,"domain_scores_codex":[0.9985613,0.00001588603,0.0005420552,0.000123418,0.000136973,0.0006204193],"domain_scores_gemma":[0.9984165,0.0001366912,0.00008721361,0.0001132259,0.0001215211,0.001124861],"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":[0.00002267977,0.00003980465,0.03202425,0.0006378355,0.001435859,0.002608329,0.001378108,0.5243734,0.002438872,0.03081854,0.02129408,0.3829283],"study_design_scores_gemma":[0.0005256576,0.0005135244,0.01464436,0.0002080356,0.0000407398,0.003150337,0.000003395004,0.9305859,0.0003530353,0.0001072838,0.04946315,0.0004045318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4283931,0.008559746,0.5609587,0.000156997,0.001707223,0.00008520605,0.000003694913,0.00006961703,0.00006574728],"genre_scores_gemma":[0.9931574,0.00007121472,0.005929656,0.00003911389,0.000760011,7.937626e-7,4.420106e-7,0.00003571537,0.000005591131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5647644,"threshold_uncertainty_score":0.9414926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002780162799240415,"score_gpt":0.1363986891913742,"score_spread":0.1336185263921338,"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."}}