{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001394091,0.0008898591,0.0009098224,0.003726517,0.003170521,0.005366321,0.001281595,0.001272758,0.1613909],"category_scores_gemma":[0.005316334,0.000321115,0.0004611542,0.004024418,0.002043551,0.001275628,0.001379057,0.001688194,0.04257491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040554,"about_ca_system_score_gemma":0.06217841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.65891,"about_ca_topic_score_gemma":0.6799299,"domain_scores_codex":[0.99644,0.0001269916,0.0001649967,0.0001851116,0.002775884,0.000307053],"domain_scores_gemma":[0.9889576,0.0003901872,0.0001645811,0.0003932492,0.009350207,0.0007442629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004568438,0.0000478341,0.0009356271,0.0004077097,0.00003016588,0.0001573896,0.00008866694,0.001249524,0.0009380216,0.03689412,0.7449672,0.214238],"study_design_scores_gemma":[0.000007965437,0.00001005657,0.001306338,0.0001101285,0.00001892225,0.0001034851,0.0001421767,0.001427047,0.0004434724,0.00509197,0.9913164,0.00002212242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003942615,0.02748214,0.01503984,0.02353683,0.02163091,0.0002019879,0.003530516,0.001446759,0.9031884],"genre_scores_gemma":[0.05717679,0.03896324,0.01028869,0.002027964,0.002129417,0.0000894187,0.002823369,0.0004284389,0.8860726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.838609,"threshold_uncertainty_score":0.6861975,"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."}}