{"id":"W4360584671","doi":"10.1109/icjece.2023.3251644","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; 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":[0.0012081,0.0009374169,0.0008198411,0.002810911,0.001853663,0.004053271,0.001306026,0.001151537,0.1231294],"category_scores_gemma":[0.002914843,0.0003126793,0.0004127519,0.002965535,0.001174248,0.00145044,0.001221051,0.001637542,0.05406243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00303624,"about_ca_system_score_gemma":0.01442603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1765965,"about_ca_topic_score_gemma":0.2212039,"domain_scores_codex":[0.9983741,0.0001067916,0.0000715771,0.00011096,0.00116921,0.000167385],"domain_scores_gemma":[0.9952593,0.0002105329,0.00006303018,0.0003064229,0.003829232,0.0003315225],"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":[0.00004637444,0.00005669942,0.0005579939,0.0002303222,0.00002399349,0.0001174946,0.0000533734,0.001612198,0.001835778,0.01945703,0.5805122,0.3954966],"study_design_scores_gemma":[0.000007375586,0.00001508018,0.0009350863,0.00008955191,0.00002191025,0.0001253546,0.0001072825,0.00476327,0.0008044287,0.006273716,0.9868352,0.00002179035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005259094,0.03274659,0.07995153,0.0153567,0.03171729,0.0002637159,0.00224415,0.003400455,0.8290605],"genre_scores_gemma":[0.04549713,0.03026621,0.02417786,0.001443923,0.002619602,0.000114204,0.002647965,0.0005399133,0.8926932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8768706,"threshold_uncertainty_score":0.4119087,"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."}}