{"id":"W1550030031","doi":"","title":"Growth and Governance of Canadian Universities: An Insider's View","year":2005,"lang":"en","type":"article","venue":"Canadian Literature = Littérature canadienne: A quarterly o criticism and review","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Corporate governance; Insider; Political science; Business; Law; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004796797,0.0003050757,0.0004966105,0.0004165822,0.0006498276,0.0002268412,0.0003165886,0.0002841607,0.0002032637],"category_scores_gemma":[0.00009687021,0.0003001782,0.00006857516,0.001493585,0.0003558511,0.0009508299,0.000007430677,0.0003520054,0.000005998462],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007418718,"about_ca_system_score_gemma":0.005871754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8369093,"about_ca_topic_score_gemma":0.9967424,"domain_scores_codex":[0.9977052,0.0002213746,0.0004057144,0.0004970214,0.000231903,0.0009387374],"domain_scores_gemma":[0.9961013,0.00006861103,0.0001250091,0.0003209554,0.0004193722,0.002964821],"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":[0.000004837406,0.00002546222,0.0002816709,0.002160651,0.00005019299,0.0001718457,0.1013516,8.300317e-8,0.000008670401,0.7761729,0.04659737,0.07317472],"study_design_scores_gemma":[0.00016099,0.00008156022,0.002428252,0.003231617,0.00004994491,0.00004382031,0.004890278,0.000001047813,0.000002154298,0.0005731015,0.9881592,0.000378004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02763339,0.8028649,0.000002201209,0.129523,0.0007319032,0.0009168818,0.001139911,0.00003997184,0.03714783],"genre_scores_gemma":[0.7754587,0.1820915,0.001009848,0.03551099,0.0007679147,0.0000367741,0.0001375001,0.00003945464,0.00494729],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9415619,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007201407545329039,"score_gpt":0.239016471743068,"score_spread":0.231815064197739,"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."}}