{"id":"W594918217","doi":"10.1007/978-94-6091-800-1","title":"State and Market in Higher Education Reforms","year":2012,"lang":"en","type":"book","venue":"SensePublishers eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"State (computer science); Economic system; Political science; Market economy; Business; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007877094,0.0002357002,0.0002605543,0.0002414624,0.000182786,0.0003450793,0.0001971705,0.000346676,0.002981768],"category_scores_gemma":[0.0000321952,0.000226449,0.00004755348,0.00007691048,0.0002411821,0.0004739788,0.00005456874,0.0003657056,0.0000957222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324262,"about_ca_system_score_gemma":0.00481989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373612,"about_ca_topic_score_gemma":0.001822998,"domain_scores_codex":[0.9982047,0.0001074811,0.0003373261,0.000346378,0.0005254702,0.0004786168],"domain_scores_gemma":[0.9990267,0.00006608005,0.0002502873,0.0002446406,0.0001437273,0.0002685612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001137583,0.00003022686,0.0008831638,0.00003730359,0.00001975816,0.000002296119,0.01612033,2.689499e-8,5.396783e-7,0.03010732,0.9057575,0.04703013],"study_design_scores_gemma":[0.0001279404,0.000006098897,0.01167708,0.0001085876,0.000009482527,9.239283e-7,0.0005455455,3.952342e-8,9.012934e-7,0.01944578,0.9677799,0.0002977117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007930496,0.0005901411,2.639771e-7,0.001617855,0.003315337,0.0003879089,0.000008149092,0.00004336851,0.9932439],"genre_scores_gemma":[0.002459337,0.0000985119,0.0002001473,0.00140688,0.0009226569,0.00004948882,0.00003144922,0.00003773932,0.9947938],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06202239,"threshold_uncertainty_score":0.9979296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165639740392145,"score_gpt":0.2788063715285916,"score_spread":0.2571499741246701,"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."}}