{"id":"W1994334644","doi":"10.1111/j.1911-3838.2012.00030.x","title":"Board Governance in Canadian Universities","year":2012,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; McMaster University","funders":"","keywords":"Corporate governance; Business; Revenue; Institution; Public relations; Higher education; Accounting; Political science; Finance","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":[0.006210026,0.0002056877,0.0002640417,0.003034504,0.01571236,0.007732326,0.001352988,0.001256331,0.006434724],"category_scores_gemma":[0.01766276,0.0002687405,0.0002081159,0.005007578,0.006015317,0.001457952,0.002663812,0.001350646,0.0002291997],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1576985,"about_ca_system_score_gemma":0.1542679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9779498,"about_ca_topic_score_gemma":0.9865095,"domain_scores_codex":[0.9909667,0.001575933,0.0002868726,0.0007409108,0.002460267,0.003969336],"domain_scores_gemma":[0.9752707,0.00284874,0.003066078,0.0006882048,0.0079738,0.01015253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001774344,0.0001448017,0.3041759,0.0003855101,0.00005636672,0.00129598,0.1300639,0.002576363,0.00182825,0.3094798,0.08750334,0.1623123],"study_design_scores_gemma":[0.00003355115,0.00005886827,0.4665769,0.0004795394,0.00003762535,0.0001740298,0.09241592,0.001523211,0.0005300547,0.007747283,0.4302952,0.0001278226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7455113,0.005157636,0.002025336,0.04378656,0.0004487461,0.0002596009,0.0006199214,0.00008173943,0.2021091],"genre_scores_gemma":[0.9850991,0.001138265,0.0003473227,0.001026575,0.00003145555,0.00001673906,0.00008911874,0.000008390759,0.01224292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8423015,"threshold_uncertainty_score":0.9769503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009606693437746486,"score_gpt":0.2895784444307479,"score_spread":0.2799717509930014,"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."}}