{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002156351,0.0001289848,0.0002076816,0.0005337963,0.0008567936,0.000127824,0.0004002236,0.0001362521,0.000224119],"category_scores_gemma":[0.002120475,0.0001669031,0.0001058128,0.0004818836,0.0001865145,0.0009269638,0.000008430138,0.0003028648,0.000008305465],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282305,"about_ca_system_score_gemma":0.01179153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00313571,"about_ca_topic_score_gemma":0.017234,"domain_scores_codex":[0.998183,0.0007075444,0.0002571492,0.0001981793,0.0002367198,0.0004174368],"domain_scores_gemma":[0.9967114,0.000523731,0.0006878979,0.0001178267,0.001228644,0.0007305356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001202186,0.0002747557,0.1462119,0.00005500473,0.0001364734,0.00003031378,0.627042,0.00003200674,0.0002000559,0.07214811,0.04102673,0.1127224],"study_design_scores_gemma":[0.0003382571,0.00001711522,0.008056711,0.000240493,0.0000487145,0.000006874371,0.1876422,6.313216e-7,0.00006115626,0.00003660488,0.8033965,0.0001547031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828643,0.0002139021,0.0004951368,0.002052819,0.005827943,0.0003019748,0.000003772089,0.00001923316,0.008220875],"genre_scores_gemma":[0.9269781,0.00001871226,0.006086204,0.00005539757,0.0002753078,4.049664e-7,0.000005788677,0.00001323468,0.06656682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7623698,"threshold_uncertainty_score":0.9938107,"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."}}