{"id":"W3169855010","doi":"","title":"Quality in Degree Education in Alberta and Kenya: Policies and Practices","year":2011,"lang":"en","type":"article","venue":"Nihon Keiei Gakkaishi","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Quality assurance; Quality (philosophy); Commission; Higher education; Political science; Business; Economic growth; Public administration; Public relations; Marketing; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864015,0.0001045954,0.0001536113,0.0001467188,0.0001791749,0.0001569996,0.0001674312,0.0001272324,0.0002030945],"category_scores_gemma":[0.004492365,0.0001082166,0.00001335962,0.0003736434,0.0002501973,0.001321498,0.00004662295,0.0002643886,0.0000348381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007882675,"about_ca_system_score_gemma":0.0006235923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3702825,"about_ca_topic_score_gemma":0.3403497,"domain_scores_codex":[0.9981076,0.0008581107,0.0002637991,0.0002897578,0.0002212967,0.0002594004],"domain_scores_gemma":[0.9981651,0.001065739,0.0004143619,0.0001704482,0.00006922963,0.0001151401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001827942,0.0001578896,0.8245369,0.0000149347,0.000003239043,4.356982e-7,0.1445689,1.352919e-7,0.00001924979,0.01976833,0.0003512415,0.01056054],"study_design_scores_gemma":[0.0001456326,0.00001772398,0.8803196,0.0000268743,0.000005447155,0.000001498556,0.02915064,0.000001234195,0.00001342216,0.001933415,0.08826208,0.0001224437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8201355,0.0004348372,0.000001169739,0.008956084,0.0002464722,0.000179911,4.897348e-7,0.00002138888,0.1700242],"genre_scores_gemma":[0.9937654,0.0004444022,0.000895749,0.0003795133,0.0001324596,0.0000281359,0.000001933683,0.000009752405,0.004342698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1736299,"threshold_uncertainty_score":0.6716872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1502263804698413,"score_gpt":0.459150167228891,"score_spread":0.3089237867590496,"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."}}