{"id":"W4386869623","doi":"10.1109/icjece.2023.3292709","title":"IEEE Canadian Journal of Electrical and Computer Engineering","year":2023,"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; Electrical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003984381,0.0002399179,0.0004675275,0.001324891,0.0001224224,0.0002150475,0.0002510313,0.0001357393,0.000005817589],"category_scores_gemma":[0.00007964504,0.0002228154,0.00009917528,0.0008506892,0.00003526944,0.0002753092,0.00001186679,0.0008508192,0.000002083041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262929,"about_ca_system_score_gemma":0.0005259212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005468253,"about_ca_topic_score_gemma":0.0004820788,"domain_scores_codex":[0.9982181,0.00002093475,0.0005803995,0.0001379526,0.0002280101,0.0008146196],"domain_scores_gemma":[0.9976873,0.0002091641,0.00007930271,0.00008266053,0.0001949696,0.001746648],"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":[0.000008445649,0.000005954116,0.002008842,0.0002604377,0.0002524694,0.002202812,0.0004691874,0.9252099,0.001996222,0.0006501441,0.004879614,0.06205599],"study_design_scores_gemma":[0.0003896113,0.0002683971,0.004049198,0.0002555991,0.00001909704,0.00185745,0.000005224199,0.9807118,0.0003212157,0.00006736662,0.01177156,0.0002834509],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4179189,0.008460622,0.5714767,0.0001200273,0.001779306,0.000124066,0.000006856566,0.00006749696,0.00004602732],"genre_scores_gemma":[0.9947672,0.0001600101,0.003681765,0.00003005881,0.001295837,0.000001192702,8.348437e-7,0.00004928523,0.00001379983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5768483,"threshold_uncertainty_score":0.908615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009210202954477076,"score_gpt":0.1950739790304502,"score_spread":0.1858637760759731,"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."}}