{"id":"W7096996007","doi":"","title":"• 25 A Profile of University Continuing Educators in Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuing education; Work (physics); Field (mathematics); Higher education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006997662,0.0001890756,0.0002409657,0.002874245,0.005580171,0.002701443,0.001011784,0.0005496044,0.006390082],"category_scores_gemma":[0.003868012,0.0002561148,0.0002693291,0.00553517,0.000961173,0.0006928817,0.001486581,0.0007420321,0.0007871842],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0254447,"about_ca_system_score_gemma":0.05484816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9631039,"about_ca_topic_score_gemma":0.9809755,"domain_scores_codex":[0.9980677,0.0001001739,0.00008857242,0.0001270051,0.0007620453,0.0008545953],"domain_scores_gemma":[0.9937483,0.0002866159,0.0007299227,0.00007063402,0.002260302,0.002904149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006139941,0.0001192325,0.9410148,0.00007643488,0.00001152531,0.0005927277,0.02143001,0.00006163695,0.0005935355,0.0007690635,0.005858432,0.0294112],"study_design_scores_gemma":[0.000004959108,0.00005842124,0.9228351,0.00007761436,0.000006158816,0.0003586473,0.05522718,0.0001272707,0.0001149534,0.0000623468,0.02109748,0.0000299395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979394,0.0006594125,0.0001040978,0.001423923,0.00002037695,0.00008862273,0.001584773,0.00002543917,0.01669937],"genre_scores_gemma":[0.9872886,0.001102591,0.0002397596,0.0005790382,0.00001076958,0.00004623384,0.0007654568,0.00001414351,0.009953375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9745553,"threshold_uncertainty_score":0.184615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007181121610626138,"score_gpt":0.2342686360596544,"score_spread":0.2270875144490282,"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."}}