{"id":"W2309638868","doi":"10.21225/d5dk6z","title":"Technology Use and Research Approaches for Community Education and Professional Development","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Engineering ethics; Professional development; Sociology; Medical education; Pedagogy; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.03076391,0.000574557,0.0005759682,0.009893662,0.01026967,0.01893252,0.003047161,0.004384549,0.01250687],"category_scores_gemma":[0.03884922,0.0004856493,0.0005766192,0.009830579,0.02111442,0.01530341,0.006505737,0.002981537,0.0005248892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02778899,"about_ca_system_score_gemma":0.0481248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.104014,"about_ca_topic_score_gemma":0.1642135,"domain_scores_codex":[0.9767169,0.01819965,0.0004748745,0.0007900732,0.002279257,0.001539345],"domain_scores_gemma":[0.9339293,0.05467042,0.001670981,0.002414249,0.004894197,0.002420849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005239433,0.0002277152,0.00597723,0.0004193639,0.00002119463,0.0002234851,0.05175686,0.0004589726,0.0003037458,0.8371553,0.004364945,0.0990388],"study_design_scores_gemma":[0.00006163953,0.0002360098,0.01474661,0.002330718,0.0001013639,0.0004256857,0.2957484,0.003995021,0.001404028,0.5122931,0.1685682,0.000089395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2009114,0.04146839,0.04468662,0.1192589,0.0007788204,0.0007417919,0.0003189105,0.0001633463,0.5916719],"genre_scores_gemma":[0.9591904,0.008300498,0.01247676,0.001229515,0.0001537827,0.0003521965,0.00004158392,0.00003405114,0.01822119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.104014,"threshold_uncertainty_score":0.2068172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128250027514156,"score_gpt":0.3516390604993316,"score_spread":0.238814057747916,"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."}}