{"id":"W2093166907","doi":"10.1007/s10734-014-9852-8","title":"Assessing the role and structure of academic senates in Canadian universities, 2000–2012","year":2015,"lang":"en","type":"article","venue":"Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Toronto; University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Higher education; Corporate governance; Organizational structure; Rationalization (economics); Ambiguity; Political science; Public administration; Strategic planning; Confusion; Public relations; Management; Psychology; Economics; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003372111,0.0002680813,0.0003505868,0.004347766,0.005536131,0.002542778,0.001689552,0.000659802,0.002804077],"category_scores_gemma":[0.009890884,0.0003247893,0.0004334854,0.007238497,0.002029016,0.0009234221,0.002799926,0.001142095,0.0002288477],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07324722,"about_ca_system_score_gemma":0.1163819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946537,"about_ca_topic_score_gemma":0.9985953,"domain_scores_codex":[0.9969915,0.0002446645,0.0001266943,0.0001832398,0.0007553587,0.0016984],"domain_scores_gemma":[0.9849687,0.0009174163,0.0020949,0.0002804079,0.007024713,0.004713901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001818096,0.00004073137,0.9537672,0.0001056642,0.00008020678,0.000144662,0.007893314,0.0006321628,0.0002930023,0.006123023,0.01168227,0.01905585],"study_design_scores_gemma":[0.000003748146,0.00001069528,0.9823911,0.00004835467,0.00001791687,0.00002224322,0.006901092,0.0002542862,0.0001188388,0.00009522631,0.01011992,0.00001658373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718878,0.001878331,0.0001678123,0.004469866,0.00004216333,0.00004816297,0.004310051,0.000019616,0.01717616],"genre_scores_gemma":[0.9943342,0.0006248427,0.00009648175,0.0001549953,0.000008710853,0.00001189635,0.0008541107,0.000004246185,0.003910493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9267528,"threshold_uncertainty_score":0.5314482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857940347334148,"score_gpt":0.3334176901151694,"score_spread":0.3148382866418279,"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."}}