{"id":"W643076449","doi":"","title":"Institutional change and the distributed learning consortium: The Grant MacEwan College experience","year":2006,"lang":"en","type":"article","venue":"","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Political science; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02401416,0.0002392788,0.0003643623,0.001046604,0.01867301,0.01795245,0.002356926,0.006756267,0.01693659],"category_scores_gemma":[0.0267275,0.0002838617,0.0003180757,0.001903227,0.01575186,0.01341963,0.02085068,0.008677409,0.0005966417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01831147,"about_ca_system_score_gemma":0.03876783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05473743,"about_ca_topic_score_gemma":0.1611858,"domain_scores_codex":[0.9897608,0.005243423,0.0001703789,0.0006553746,0.001663965,0.002506051],"domain_scores_gemma":[0.9701871,0.01051504,0.001010655,0.002033172,0.00185683,0.01439714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002681325,0.001283496,0.01758466,0.00007823024,0.00002625122,0.0007774206,0.05711245,0.0008699012,0.0004367517,0.6250327,0.1254362,0.1710938],"study_design_scores_gemma":[0.0002113809,0.0003079946,0.02139481,0.0003182571,0.00002166558,0.0003057772,0.1652573,0.001487236,0.000731061,0.097641,0.7122037,0.0001197076],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4120234,0.002841185,0.002064983,0.3783107,0.001245491,0.0001103151,0.00009469339,0.00007721813,0.2032319],"genre_scores_gemma":[0.9414023,0.0007260353,0.0007315642,0.01009552,0.0002752465,0.00007664209,0.00004408553,0.00007872411,0.04656976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9452626,"threshold_uncertainty_score":0.1328596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085920293442174,"score_gpt":0.3374338962087133,"score_spread":0.2865746932742915,"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."}}