{"id":"W136290933","doi":"10.1007/978-94-007-1140-2_8","title":"Canada: Perspectives on Governance and Management","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université du Québec à Montréal; University of British Columbia","funders":"","keywords":"Corporate governance; Unit (ring theory); Political science; Public administration; Core (optical fiber); Perception; Public relations; Higher education; Business; Sociology; Psychology; Finance; Mathematics education; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007347937,0.001098191,0.0006284779,0.00266619,0.009649077,0.01006086,0.001941082,0.003229966,0.02629405],"category_scores_gemma":[0.001388423,0.0006401211,0.0004014219,0.007661059,0.006588882,0.00281647,0.001716861,0.004428994,0.002282736],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1364773,"about_ca_system_score_gemma":0.2080479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908848,"about_ca_topic_score_gemma":0.9962806,"domain_scores_codex":[0.9986613,0.0001217711,0.00002555757,0.00010352,0.0006366437,0.0004511174],"domain_scores_gemma":[0.9994649,0.00007632456,0.00001784329,0.00002080001,0.0002697963,0.0001503761],"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":[0.00000774795,0.00001474673,0.0001871213,0.00009589872,0.000004060245,0.00008465954,0.001898473,0.0004997122,0.00006258241,0.6632881,0.3046249,0.02923201],"study_design_scores_gemma":[0.000003684144,0.00000206375,0.0005226847,0.0001729629,0.000003869014,0.00002914799,0.001147656,0.0001989333,0.00004720829,0.03517134,0.9626874,0.00001306788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002640949,0.06245582,0.001517765,0.03476245,0.001727086,0.00004047467,0.0004982898,0.00009838089,0.8962588],"genre_scores_gemma":[0.05624724,0.05251725,0.002027557,0.004905138,0.0003230269,0.0000590325,0.0002965046,0.0001222118,0.8835021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8635226,"threshold_uncertainty_score":0.990217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754410414867055,"score_gpt":0.2479472265216767,"score_spread":0.2304031223730062,"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."}}