{"id":"W4240852486","doi":"10.1109/cjece.2020.2981785","title":"Canadian Journal of Electrical and Computer Engineering","year":2020,"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":[0.0001413712,0.0002456096,0.0004984211,0.0006798788,0.00005848674,0.0001651401,0.0002926904,0.0001638843,0.000006484068],"category_scores_gemma":[0.00007357394,0.0002316047,0.0001012704,0.0004897518,0.00002457512,0.0001877919,0.00001616524,0.0007642197,0.000001151264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876265,"about_ca_system_score_gemma":0.0003564948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009502079,"about_ca_topic_score_gemma":0.0008973188,"domain_scores_codex":[0.9986095,0.00001145084,0.0005410538,0.0001287053,0.0001361149,0.0005731307],"domain_scores_gemma":[0.9981092,0.00009043446,0.00008123174,0.00008131533,0.0001098548,0.001527934],"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":[0.00004078543,0.00003587506,0.03071828,0.0009219231,0.002006258,0.008810231,0.003433934,0.669122,0.004214974,0.01445275,0.03889436,0.2273486],"study_design_scores_gemma":[0.0005467379,0.0006046718,0.008316287,0.000162588,0.00004494733,0.002473113,0.000006956505,0.9462584,0.0004574868,0.00003781314,0.04068062,0.0004103431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4695325,0.01868421,0.5092773,0.0006834735,0.001528818,0.0001307433,0.000008851923,0.0001057173,0.00004834714],"genre_scores_gemma":[0.9938025,0.0000993297,0.005158683,0.00009222938,0.0008077794,6.864428e-7,4.798719e-7,0.00003587168,0.000002402486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5242701,"threshold_uncertainty_score":0.9444567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004718712593929211,"score_gpt":0.1400964924132865,"score_spread":0.1353777798193573,"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."}}