{"id":"W3093691597","doi":"10.5040/9781350138667.ch-016","title":"The other 1960s: University leaders as agents of change in Canadian higher education","year":2020,"lang":"en","type":"other","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.003579353,0.0007346593,0.0004820663,0.003470425,0.03262623,0.01620369,0.002178546,0.004674937,0.0329265],"category_scores_gemma":[0.00710371,0.0003014032,0.0004591501,0.006717416,0.01745732,0.00584353,0.005073527,0.004957364,0.001578817],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1845355,"about_ca_system_score_gemma":0.2792248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944403,"about_ca_topic_score_gemma":0.9972847,"domain_scores_codex":[0.9965786,0.0006070576,0.00004961513,0.0001990466,0.0008434995,0.001722096],"domain_scores_gemma":[0.9948804,0.0007319375,0.0001910657,0.0001719891,0.001630132,0.002394371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000742414,0.00004706262,0.003159968,0.0001539609,0.00001183129,0.0002518851,0.07107504,0.0003750054,0.000107283,0.6849845,0.1746752,0.06508399],"study_design_scores_gemma":[0.00001844147,0.00001394866,0.01115729,0.0003651855,0.0000206195,0.00007315505,0.080515,0.0003462638,0.0001406388,0.03182937,0.8754696,0.00005050792],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04686576,0.01498115,0.0008451331,0.09490142,0.001721448,0.00008542638,0.0008742781,0.00009511779,0.8396302],"genre_scores_gemma":[0.673635,0.008925728,0.0008422857,0.005605771,0.0003149199,0.00004576256,0.0003252812,0.0001372614,0.3101679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8154645,"threshold_uncertainty_score":0.9458233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06466878677261059,"score_gpt":0.2764864079248041,"score_spread":0.2118176211521935,"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."}}