{"id":"W4392902088","doi":"10.1109/icjece.2024.3359475","title":"IEEE Canadian Journal of Electrical and Computer Engineering","year":2024,"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","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":[0.00034234,0.0002477851,0.0004356431,0.00115376,0.00009291275,0.0003955163,0.0002212629,0.0001361013,0.000008351611],"category_scores_gemma":[0.00005033368,0.0002212808,0.0001098847,0.0005818133,0.00003527328,0.0003461025,0.000009028463,0.001026798,0.000001302502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915652,"about_ca_system_score_gemma":0.000700599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005294604,"about_ca_topic_score_gemma":0.0004208678,"domain_scores_codex":[0.9983556,0.00001871968,0.0005702752,0.0001492027,0.0002097369,0.0006964444],"domain_scores_gemma":[0.9978691,0.0002086969,0.00004913488,0.00007318124,0.0001592317,0.001640676],"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":[0.00001079441,0.00000941547,0.0009781737,0.0007997131,0.0005513605,0.005052414,0.0007963519,0.8116888,0.003020628,0.002525244,0.005806372,0.1687607],"study_design_scores_gemma":[0.0002237922,0.000261451,0.0008308247,0.0005143871,0.00002665909,0.003596382,0.00000307816,0.9708799,0.0003204253,0.00007651194,0.0230005,0.0002660807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1373417,0.0354181,0.8249533,0.00009555326,0.002002899,0.000089508,0.000005529956,0.00004530521,0.00004812596],"genre_scores_gemma":[0.9925399,0.0001764961,0.005498721,0.00002781786,0.001691316,9.975571e-7,5.0435e-7,0.00005167742,0.00001254975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8551982,"threshold_uncertainty_score":0.9023571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006932144166863627,"score_gpt":0.1923927839123306,"score_spread":0.1854606397454669,"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."}}