{"id":"W4417438481","doi":"10.1109/icjece.2025.3606707","title":"Table of Contents","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.0002763041,0.0001370119,0.0006097411,0.0008141477,0.00007822922,0.00009827114,0.0002317392,0.00007934124,0.000234637],"category_scores_gemma":[0.00008878622,0.0001601564,0.000127207,0.0004544078,0.00006724102,0.0001432714,0.00003560136,0.0002047356,0.00002243195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071045,"about_ca_system_score_gemma":0.0001917242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007716601,"about_ca_topic_score_gemma":0.00006837165,"domain_scores_codex":[0.9986427,0.000004978269,0.0007861223,0.0001845598,0.00002263955,0.0003590091],"domain_scores_gemma":[0.9991412,0.00007736387,0.0002753848,0.0001005192,0.00009687359,0.0003086421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006897958,0.0001692535,0.1371204,0.0006109372,0.003235064,0.00016505,0.001582455,0.02533775,0.00004961467,0.5467255,0.2504406,0.03449441],"study_design_scores_gemma":[0.002040436,0.0004360181,0.04052686,0.0005180744,0.0001024375,0.00005496107,0.00008018282,0.3031053,0.0001496222,0.001791832,0.6506585,0.0005357434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3902979,0.283017,0.2203995,0.001788113,0.04316576,0.0005891607,0.0005935324,0.00001950295,0.06012956],"genre_scores_gemma":[0.9905956,0.000688558,0.0006553706,0.0001139122,0.0001458704,5.546432e-7,4.612416e-7,0.000007604036,0.007792025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6002977,"threshold_uncertainty_score":0.6530986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251728376255347,"score_gpt":0.1549502252748308,"score_spread":0.1424329415122774,"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."}}