{"id":"W4285193913","doi":"10.1109/icjece.2022.3168112","title":"IEEE Canadian Journal of Electrical and Computer Engineering","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced Research in Systems and Signal Processing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001217359,0.0009379368,0.0008186522,0.002796474,0.001870145,0.004071586,0.001310805,0.001160105,0.1232118],"category_scores_gemma":[0.002920655,0.000312854,0.0004101389,0.002950168,0.001179318,0.001460629,0.00122699,0.001639917,0.05395891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00306722,"about_ca_system_score_gemma":0.01453884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1779452,"about_ca_topic_score_gemma":0.2226837,"domain_scores_codex":[0.9983694,0.000108349,0.00007188584,0.0001116115,0.001169902,0.0001688933],"domain_scores_gemma":[0.995276,0.0002104866,0.00006303455,0.0003063815,0.003813396,0.0003307685],"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":[0.000046811,0.0000570726,0.0005635504,0.0002331076,0.00002403131,0.0001182501,0.00005422149,0.001603686,0.001830607,0.01970468,0.5834854,0.3922786],"study_design_scores_gemma":[0.000007345203,0.0000149389,0.0009274393,0.00008937527,0.00002171456,0.0001234862,0.0001078995,0.004637055,0.0007937357,0.0062352,0.9870203,0.00002153375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005224263,0.03281169,0.07834136,0.01538024,0.03153437,0.0002619518,0.002267706,0.003364686,0.8308137],"genre_scores_gemma":[0.0457328,0.03040817,0.02404582,0.001465996,0.002604819,0.0001148981,0.002691185,0.0005392739,0.892397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8767882,"threshold_uncertainty_score":0.4121847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00691209987031838,"score_gpt":0.1807449450384785,"score_spread":0.1738328451681601,"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."}}