{"id":"W4408563930","doi":"10.1109/icjece.2025.3539553","title":"Front Cover","year":2025,"lang":"en","type":"paratext","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front cover; Cover (algebra); Front (military); Geology; Geography; Engineering; Oceanography; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001499929,0.0003591967,0.000709823,0.001353426,0.00006807622,0.0001924573,0.0003905651,0.0002912188,0.0009384063],"category_scores_gemma":[0.00005846331,0.0003428437,0.0001941462,0.0003884889,0.00002536759,0.0000993409,0.00002715572,0.001225945,0.001729755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005539262,"about_ca_system_score_gemma":0.002076196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006969958,"about_ca_topic_score_gemma":0.0001607028,"domain_scores_codex":[0.9984075,0.00003289635,0.0005222709,0.0002198629,0.0001948308,0.0006225959],"domain_scores_gemma":[0.9982275,0.0001523854,0.0001852805,0.0001478158,0.0002037767,0.001083247],"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":[0.000009116,0.000006966548,0.00002786868,0.00007650274,0.0002599524,0.000291838,0.00003593977,0.02562979,0.00002265006,0.0001327503,0.9681,0.005406653],"study_design_scores_gemma":[0.0003566893,0.0001713334,0.0003426117,0.000466521,0.00008378835,0.0004036576,4.004992e-7,0.05433188,0.00003566751,0.00001180752,0.9434326,0.0003630909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007565014,0.211334,0.6884696,0.0007223546,0.02944089,0.0008596309,0.0006932952,0.0001029796,0.06081217],"genre_scores_gemma":[0.3939152,0.003540836,0.03292588,0.004356397,0.03878577,0.00003553718,0.0003418692,0.001341167,0.5247573],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6555437,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004444905309505554,"score_gpt":0.1779287287497451,"score_spread":0.1734838234402395,"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."}}