{"id":"W4249372931","doi":"10.1109/cjece.2019.2960703","title":"Canadian Journal of Electrical and Computer Engineering","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Power Systems and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Engineering; Engineering ethics","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":[0.0002017665,0.0002477975,0.0005100498,0.001069241,0.00004751688,0.0001626971,0.0002879249,0.0001834918,0.00001091687],"category_scores_gemma":[0.00003757042,0.0002299398,0.0001029486,0.000420495,0.00002047378,0.0002100689,0.00001508334,0.0007301081,0.000002487002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627566,"about_ca_system_score_gemma":0.0003626494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408802,"about_ca_topic_score_gemma":0.001324338,"domain_scores_codex":[0.9985675,0.00001115655,0.0005299335,0.0001285477,0.0001421724,0.0006206727],"domain_scores_gemma":[0.9985826,0.0001079772,0.00008601378,0.0001187146,0.0001181934,0.0009865219],"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":[0.00003321181,0.00004584652,0.09278139,0.0009117651,0.001979391,0.004523756,0.001720878,0.6605504,0.004666904,0.02078042,0.01864395,0.1933621],"study_design_scores_gemma":[0.0007878547,0.0006959343,0.02621967,0.0003257494,0.00004707848,0.004537806,0.000007747783,0.9238208,0.0005001414,0.0000749645,0.0424311,0.0005511901],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8493839,0.01169368,0.1364922,0.0001161841,0.002063237,0.0001198774,0.000004831113,0.00005926822,0.00006684355],"genre_scores_gemma":[0.9955495,0.00008735045,0.003794605,0.00003212722,0.0004872552,6.913717e-7,4.86562e-7,0.00003636055,0.0000116469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2632704,"threshold_uncertainty_score":0.9376673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00259347718635768,"score_gpt":0.1358731119491176,"score_spread":0.1332796347627599,"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."}}