{"id":"W7133104216","doi":"","title":"Oversight: Board Governance at Laurentian University Between 2009 and 2021","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Context (archaeology); Agency (philosophy); Restructuring; Administration (probate law); Hegemony; University system; Salary; Audit; Accountability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006001869,0.0001515208,0.0001470523,0.000979312,0.01269524,0.008456627,0.001252879,0.001511575,0.006118189],"category_scores_gemma":[0.0136783,0.0003241687,0.0001136968,0.00146074,0.00417682,0.002333843,0.003195103,0.002316297,0.0005939184],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06904911,"about_ca_system_score_gemma":0.05781387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5324259,"about_ca_topic_score_gemma":0.7708439,"domain_scores_codex":[0.993919,0.00110872,0.0001223059,0.0007614262,0.001799469,0.0022891],"domain_scores_gemma":[0.9871798,0.001882984,0.001762577,0.0003041014,0.003102947,0.005767582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005048374,0.0003377608,0.1552936,0.000305939,0.00003774405,0.005348053,0.1568595,0.001565327,0.003697743,0.1639466,0.2132235,0.2988795],"study_design_scores_gemma":[0.00003206592,0.0001558654,0.156447,0.0002330554,0.0000122432,0.0004458603,0.07325561,0.001100305,0.001559216,0.004605777,0.7620464,0.0001065587],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.723884,0.006430398,0.002534755,0.07426776,0.0008937878,0.0002705999,0.0003700426,0.0001938315,0.1911547],"genre_scores_gemma":[0.9009593,0.0008480748,0.000598326,0.003441198,0.00009855799,0.00004342923,0.0001524103,0.00002209779,0.09383654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9309509,"threshold_uncertainty_score":0.9406555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246051370944218,"score_gpt":0.3132569216690213,"score_spread":0.3007964079595791,"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."}}