{"id":"W4405518178","doi":"10.1109/icjece.2024.3498395","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; Engineering; Electrical 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":[0.001219552,0.0009357579,0.000817334,0.002807122,0.001866495,0.004064785,0.001307709,0.001157014,0.1235314],"category_scores_gemma":[0.002929793,0.0003130396,0.0004120941,0.002947173,0.001183799,0.001455932,0.00122249,0.00164075,0.05381103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003078002,"about_ca_system_score_gemma":0.01450597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1778362,"about_ca_topic_score_gemma":0.2236043,"domain_scores_codex":[0.9983672,0.000108607,0.00007182511,0.0001115062,0.001172356,0.0001684308],"domain_scores_gemma":[0.995278,0.0002121462,0.00006361248,0.0003069246,0.003809009,0.0003303676],"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":[0.00004682859,0.000057105,0.0005656922,0.0002327051,0.00002416852,0.0001174622,0.00005379226,0.001620418,0.001838919,0.01978255,0.5806948,0.3949656],"study_design_scores_gemma":[0.000007420936,0.00001510727,0.0009429053,0.00009019254,0.00002193971,0.000124376,0.0001080897,0.004731047,0.0008022002,0.006338858,0.9867961,0.00002176274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005261372,0.03280851,0.07920812,0.01548011,0.03136,0.0002608406,0.002254364,0.003368218,0.8299984],"genre_scores_gemma":[0.04593097,0.0303075,0.02413547,0.001451332,0.002618637,0.0001142012,0.002665242,0.0005391004,0.8922376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8764686,"threshold_uncertainty_score":0.4132537,"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."}}