{"id":"W1556017376","doi":"10.21225/d5k89j","title":"Best Practices in Continuing, Professional, and Higher Education","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Continuing education; Continuing professional development; Medical education; Psychology; Professional development; Pedagogy; Sociology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1068056,0.000506884,0.0006538121,0.006694303,0.01152804,0.0263342,0.004992819,0.01277003,0.00619493],"category_scores_gemma":[0.1926657,0.0007270167,0.0006184959,0.006105332,0.01415819,0.01031312,0.007372715,0.01218375,0.0009213282],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04411303,"about_ca_system_score_gemma":0.1578451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1957078,"about_ca_topic_score_gemma":0.3116593,"domain_scores_codex":[0.8578317,0.07209595,0.007067788,0.005015593,0.04904738,0.00894161],"domain_scores_gemma":[0.7758377,0.09319072,0.009561153,0.02075085,0.07118843,0.02947122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009195471,0.0006577074,0.01232881,0.001231658,0.00009296857,0.0005395606,0.05019832,0.001425869,0.0005992691,0.2768527,0.2071042,0.448877],"study_design_scores_gemma":[0.00008460562,0.0001575173,0.02525547,0.01308252,0.00009625276,0.0003951548,0.06456422,0.001054999,0.001550608,0.1716938,0.7218611,0.0002038349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02401178,0.03031094,0.009934951,0.8253538,0.003367362,0.000211574,0.00013042,0.0002278299,0.1064514],"genre_scores_gemma":[0.8467035,0.02360798,0.04771043,0.0602167,0.0012264,0.0003435929,0.0002535791,0.0002177578,0.01972016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.955887,"threshold_uncertainty_score":0.5648489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190906813365997,"score_gpt":0.3322990982925884,"score_spread":0.3003900301589284,"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."}}