{"id":"W313022521","doi":"","title":"Who Controls Canadian Universities? Ethnoracial Origins of Canadian University Administrators and Faculty's Perception of Mistreatment","year":2004,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Charter; Population; Ethnic group; Representation (politics); Political science; Administration (probate law); Ethnology; Humanities; Sociology; Demography; Law; Art; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002072849,0.000134733,0.0002854672,0.0006281177,0.0005023054,0.000004430267,0.0001884414,0.0002284092,0.00006423044],"category_scores_gemma":[0.00009567198,0.0001551537,0.00005952814,0.0005178446,0.001332462,0.0001055761,0.00001119153,0.0001480345,0.000004275841],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007838595,"about_ca_system_score_gemma":0.01603836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997141,"about_ca_topic_score_gemma":0.9999706,"domain_scores_codex":[0.9988631,0.00007689649,0.0001517428,0.0001774687,0.0001582909,0.0005725161],"domain_scores_gemma":[0.9981967,0.00006607801,0.00007932699,0.0001062268,0.0002366024,0.001315059],"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":[0.00002325164,0.00001816348,0.01548967,0.0000844095,0.0005803845,0.0002457412,0.2405098,0.00005179022,0.00002780025,0.7261836,0.006582526,0.01020287],"study_design_scores_gemma":[0.0009923842,0.0001355537,0.1267136,0.0001147868,0.0002016591,0.000002960903,0.6379059,0.000001650913,0.00003240846,0.0008307694,0.2327327,0.000335681],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94525,0.002936458,0.000001268609,0.008071658,0.0002894742,0.0003036222,0.002325535,0.00001296509,0.04080902],"genre_scores_gemma":[0.9949877,0.003214745,0.00004900681,0.0002141665,0.00009607839,7.885583e-7,0.00001937996,0.000006509922,0.001411666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7253528,"threshold_uncertainty_score":0.9959701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09756999910271778,"score_gpt":0.3615107766827592,"score_spread":0.2639407775800414,"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."}}