{"id":"W4382701654","doi":"10.4324/9781003180890-2","title":"Is Canadian higher education under attack by neoliberal policies?","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002893666,0.000452869,0.0003915917,0.002105057,0.01836084,0.01463777,0.001880085,0.003872239,0.009946387],"category_scores_gemma":[0.004704097,0.0003179465,0.000501608,0.005841278,0.01532637,0.004771054,0.002632101,0.005043799,0.001142548],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2054374,"about_ca_system_score_gemma":0.2722164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889923,"about_ca_topic_score_gemma":0.9946844,"domain_scores_codex":[0.9944074,0.0004781469,0.0000567377,0.0003070884,0.002666733,0.0020838],"domain_scores_gemma":[0.9965702,0.0004311613,0.0001081108,0.0001876283,0.001700173,0.001002672],"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":[0.0000137211,0.00001113551,0.0007775577,0.00008731771,0.000008505274,0.0001493043,0.004850943,0.0003156564,0.00007937906,0.7332191,0.2252406,0.03524681],"study_design_scores_gemma":[0.000008970763,0.000004295656,0.00236052,0.0001904266,0.000005822436,0.00004915875,0.005275166,0.0002590962,0.00009619282,0.03596189,0.9557607,0.00002772854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01119607,0.01907875,0.0009179349,0.3544402,0.002074833,0.00003122416,0.0002486919,0.0001343565,0.6118779],"genre_scores_gemma":[0.4261489,0.03520177,0.003635385,0.08367505,0.001031478,0.00005972442,0.0003860785,0.0002097793,0.4496519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9816391,"threshold_uncertainty_score":0.92158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05500675913567016,"score_gpt":0.3446506832327349,"score_spread":0.2896439240970647,"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."}}