{"id":"W1662306896","doi":"10.21225/d50c7j","title":"An Identity for Canadian University Education","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"CLARITY; Mainstream; Identity (music); Bureaucracy; Continuing education; Institution; Flexibility (engineering); Public relations; Higher education; Function (biology); Sociology; Political science; Pedagogy; Public administration; Medical education; Management; Medicine; Social science; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006546304,0.0004981456,0.0004937174,0.003147032,0.06226669,0.01962547,0.002300805,0.00652695,0.01810297],"category_scores_gemma":[0.009874072,0.0003714022,0.000608891,0.004395691,0.0234791,0.005609265,0.009065196,0.007394413,0.001513987],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2082852,"about_ca_system_score_gemma":0.3002546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9849625,"about_ca_topic_score_gemma":0.987361,"domain_scores_codex":[0.9897804,0.001655823,0.0002289745,0.0009265377,0.003040345,0.004367786],"domain_scores_gemma":[0.9893233,0.0006437284,0.0002705837,0.0003665423,0.003800887,0.005595017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002107544,0.00002287887,0.001957572,0.00004913851,0.000003929969,0.000287888,0.0509933,0.0001093892,0.0001661022,0.8159135,0.09486069,0.03561459],"study_design_scores_gemma":[0.000006811815,0.00001112661,0.003269411,0.000178703,0.00000606968,0.0001582376,0.04096025,0.0001979025,0.00008449293,0.02283106,0.9322346,0.00006137424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03976896,0.006070787,0.003662943,0.2771263,0.003516713,0.0001317847,0.0003221025,0.0001351723,0.6692652],"genre_scores_gemma":[0.6976417,0.003945043,0.006465185,0.02758379,0.0004038401,0.00009623139,0.0002427079,0.0001728485,0.2634486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7917148,"threshold_uncertainty_score":0.918277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260665232389414,"score_gpt":0.300844750802908,"score_spread":0.2882380984790139,"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."}}