{"id":"W1791008826","doi":"10.47678/cjhe.v34i3.183464","title":"Less State, More Market: University Reform in Canada and Abroad","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate governance; State (computer science); Politics; Higher education; Public administration; Political science; Control (management); Economics; Economic growth; Management; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001668402,0.00005125722,0.00007931643,0.0001445578,0.0001540332,0.00002876348,0.0001246349,0.00002744664,0.0002559568],"category_scores_gemma":[0.00001251808,0.00005466248,0.00001183572,0.0002665803,0.00005928921,0.0002549904,0.000002650528,0.00009764918,0.000001316374],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009404955,"about_ca_system_score_gemma":0.0699014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982684,"about_ca_topic_score_gemma":0.9996586,"domain_scores_codex":[0.9994015,0.00003395538,0.0001433309,0.00006951069,0.0001616428,0.0001901266],"domain_scores_gemma":[0.9992434,0.00001129889,0.0001211451,0.00005188969,0.0001494207,0.0004228611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001462441,0.00003799242,0.8860324,0.00001283984,0.00001695213,0.0000672476,0.03216166,0.00004623087,0.000002557974,0.006614601,0.06358126,0.01141165],"study_design_scores_gemma":[0.0001083074,0.000003304766,0.6045541,0.00003063326,0.000001922208,0.000002739568,0.01319757,2.406747e-8,0.000002964155,0.0004172768,0.3816344,0.000046828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723737,0.0006776864,0.000001826015,0.01049147,0.001289446,0.00005405337,0.000004642572,0.000001244592,0.01510596],"genre_scores_gemma":[0.9759907,0.0001113408,0.0001783466,0.000655828,0.0001039657,4.47503e-7,0.00000114263,0.000003626556,0.02295467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3180531,"threshold_uncertainty_score":0.9943978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008071603104008597,"score_gpt":0.254473115290567,"score_spread":0.2464015121865585,"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."}}