{"id":"W4289878660","doi":"10.47678/cjhe.v52i2.189747","title":"Book review of \"Higher Education for Democracy: The Role of the University in Civil Society\"","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Democracy; Civil society; Higher education; Political science; Public administration; Sociology; Social science; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924489,0.0007902922,0.001196046,0.003232452,0.001051055,0.003232524,0.00136238,0.002386166,0.05168196],"category_scores_gemma":[0.002949472,0.0004553943,0.0006427952,0.004609931,0.0009414025,0.002408585,0.001017151,0.003903223,0.02738328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003424024,"about_ca_system_score_gemma":0.006386829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01644831,"about_ca_topic_score_gemma":0.05097844,"domain_scores_codex":[0.9987534,0.0001185014,0.00003761669,0.0001090526,0.0009158325,0.00006555495],"domain_scores_gemma":[0.9976004,0.0006033913,0.0001070512,0.0000445232,0.001431638,0.0002131209],"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":[0.000002814781,0.000003876541,0.000008141973,0.0001290107,0.000002031117,0.000008144621,0.000009120343,0.00002228063,0.00003325394,0.0009821248,0.9835733,0.01522599],"study_design_scores_gemma":[0.000002784501,0.000004558764,0.0000949653,0.0001838506,0.000002983268,0.00002771196,0.0000116012,0.00001808702,0.00001585456,0.0004987308,0.9991356,0.000003343735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000267299,0.5559301,0.0008836548,0.0860947,0.1272825,0.0001154229,0.0007663625,0.0002244504,0.2284356],"genre_scores_gemma":[0.002239262,0.2493781,0.0007201307,0.03354952,0.05236577,0.0001010371,0.0007894906,0.0001923174,0.6606644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05168196,"threshold_uncertainty_score":0.1728934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009373525240433321,"score_gpt":0.2707401926708685,"score_spread":0.2613666674304352,"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."}}