{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006238488,0.0000697377,0.0001500403,0.0002804181,0.0002505444,0.00005089544,0.0001688411,0.0000549375,0.00002957635],"category_scores_gemma":[0.0003565919,0.00009130942,0.00003476363,0.0002643168,0.00008409746,0.0003849604,0.000003255614,0.0001098329,3.23099e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002050592,"about_ca_system_score_gemma":0.01857894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8942416,"about_ca_topic_score_gemma":0.9929937,"domain_scores_codex":[0.9991782,0.0002071247,0.0001541257,0.0001218132,0.00009672974,0.0002420213],"domain_scores_gemma":[0.9986644,0.0001343428,0.0001754988,0.0000733659,0.0004576433,0.0004946826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005727027,0.00007535089,0.672883,0.00001758945,0.00001145982,0.000007331718,0.05670549,0.00002216451,0.00003074103,0.01058244,0.02319941,0.2364078],"study_design_scores_gemma":[0.0003577093,0.0000329104,0.6243736,0.0002116976,0.00003938972,0.000002957514,0.1105383,0.000007978273,0.00001398379,0.0006786859,0.2636015,0.0001412515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900796,0.0002376267,0.00009631413,0.007592531,0.0006167029,0.0001779842,0.000005620061,0.000003785502,0.001189853],"genre_scores_gemma":[0.9967841,0.00005347566,0.0003570521,0.0002465589,0.0001291338,1.096155e-7,0.000003196713,0.000002985471,0.002423424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.240402,"threshold_uncertainty_score":0.9869848,"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."}}