{"id":"W1822887013","doi":"10.21225/d5f598","title":"Demand for University Continuing Education in Canada: Who Participates and Why?","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bachelor; Continuing education; Medical education; Graduate education; Descriptive statistics; Psychology; Higher education; Cohort; Graduate degree; Medicine; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225077,0.0001878177,0.0002836515,0.001264847,0.003617947,0.002374102,0.001270747,0.0009652228,0.004970356],"category_scores_gemma":[0.007212365,0.0002185765,0.0002687016,0.002499267,0.0008047724,0.0006055113,0.001041948,0.00097426,0.0004367031],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02000202,"about_ca_system_score_gemma":0.03690624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9666699,"about_ca_topic_score_gemma":0.9847327,"domain_scores_codex":[0.9976766,0.0001876822,0.00007770622,0.0001531242,0.0009825943,0.0009224143],"domain_scores_gemma":[0.9905246,0.001082038,0.001218218,0.0001169561,0.002364281,0.004693838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002544868,0.0001920342,0.8564447,0.0002279782,0.00002754997,0.0006522246,0.01823096,0.0001728812,0.001046169,0.001311416,0.01308021,0.1083594],"study_design_scores_gemma":[0.00001008397,0.00005466825,0.9519224,0.0001111409,0.00001195149,0.0002053732,0.03306285,0.000530655,0.0001257602,0.000148813,0.01378071,0.00003568793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98431,0.001012145,0.00008879074,0.005550041,0.00002494742,0.00003719403,0.001071726,0.00001574438,0.007889381],"genre_scores_gemma":[0.99453,0.0009964842,0.0001452591,0.0005199581,0.00001956081,0.00001261075,0.0005398215,0.000008677525,0.003227721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.979998,"threshold_uncertainty_score":0.1451255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238919187064627,"score_gpt":0.2537270339063107,"score_spread":0.2413378420356645,"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."}}