{"id":"W161446595","doi":"10.21225/d5f88x","title":"Continuing Professional Development for University Continuing Educators","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Continuing education; Continuing professional development; Professional development; Medical education; Psychology; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004199778,0.0003215726,0.0004297012,0.001616023,0.002240835,0.001983504,0.001130186,0.00347894,0.326519],"category_scores_gemma":[0.01873732,0.0002144078,0.0003207203,0.001120727,0.0004560981,0.001493407,0.001906049,0.001286621,0.1170999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601947,"about_ca_system_score_gemma":0.0140605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005467517,"about_ca_topic_score_gemma":0.0119006,"domain_scores_codex":[0.997421,0.0006332092,0.0002096003,0.0001902338,0.001007066,0.0005388597],"domain_scores_gemma":[0.9681026,0.003769297,0.001554506,0.002027505,0.01015278,0.01439332],"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":[0.0003746152,0.0002461845,0.002742354,0.0005904839,0.000008863934,0.000249374,0.0001186551,0.00004722422,0.001270458,0.001438601,0.6999567,0.2929565],"study_design_scores_gemma":[0.0001153472,0.00022592,0.01189372,0.0006997852,0.000008321075,0.0003792552,0.0001974189,0.000169412,0.0004158078,0.00053735,0.9853485,0.000009154282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01965177,0.01305312,0.002900019,0.056681,0.02064458,0.001913729,0.002677947,0.001007553,0.8814704],"genre_scores_gemma":[0.08146422,0.01069426,0.002536987,0.02184602,0.004714063,0.001787471,0.003038849,0.0002251038,0.8736931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.326519,"threshold_uncertainty_score":0.9606388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447164024305321,"score_gpt":0.2815504236288016,"score_spread":0.2670787833857484,"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."}}