{"id":"W4408563927","doi":"10.1109/icjece.2025.3539557","title":"Table of Contents","year":2025,"lang":"en","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":"Table (database); Computer science; Information retrieval; Database","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":[0.0001103323,0.00004521875,0.000210589,0.0002997746,0.00002692412,0.00002597555,0.00009042814,0.00002203995,0.00007364993],"category_scores_gemma":[0.0000349373,0.00004810113,0.00003997353,0.0001673215,0.00001875567,0.00006021348,0.00001064061,0.00006346068,0.00001107601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003083133,"about_ca_system_score_gemma":0.00003670178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003529241,"about_ca_topic_score_gemma":0.00002755633,"domain_scores_codex":[0.999521,0.000001237958,0.0002666706,0.00006998713,0.000008389154,0.0001327439],"domain_scores_gemma":[0.999726,0.00002476075,0.0000781146,0.00004124793,0.00002930357,0.0001005481],"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":[0.00001380704,0.00003740738,0.09800398,0.00008985709,0.0005598308,0.00003871137,0.0004439926,0.006446711,0.00004876025,0.7524773,0.1327439,0.009095748],"study_design_scores_gemma":[0.001447839,0.0002146863,0.07017303,0.0001551488,0.00002688271,0.0000392149,0.00004207825,0.1383451,0.0002437391,0.00541395,0.7835573,0.0003410238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5767378,0.0599882,0.2543691,0.001162877,0.01311799,0.0002729666,0.0001682241,0.00002441753,0.09415855],"genre_scores_gemma":[0.9964104,0.0000575518,0.000617969,0.00007517848,0.00004578755,3.080134e-7,1.945123e-7,0.000002534339,0.002790115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7470633,"threshold_uncertainty_score":0.1961507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255121614057529,"score_gpt":0.1514812126354783,"score_spread":0.138929996494903,"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."}}