{"id":"W2073257374","doi":"10.1353/ces.2012.0008","title":"The Representation of Racialized Faculty at Selected Canadian Universities","year":2012,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Sociology; Political science; Law; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00132707,0.0003851606,0.000347988,0.007176767,0.01114544,0.001931537,0.001188186,0.0004793137,0.003227104],"category_scores_gemma":[0.004611507,0.0002671051,0.0003223772,0.007125371,0.001878189,0.0006893862,0.001773471,0.0004700589,0.0002918685],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02461254,"about_ca_system_score_gemma":0.02606294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9760154,"about_ca_topic_score_gemma":0.9922464,"domain_scores_codex":[0.9979783,0.0001381512,0.00006054925,0.0001955318,0.0007068451,0.0009206926],"domain_scores_gemma":[0.9970878,0.000249632,0.0004315051,0.0001297234,0.001312018,0.0007893749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002720776,0.00007031799,0.8848397,0.0001879967,0.00005048958,0.0005241311,0.05513671,0.0002381135,0.003171554,0.001935985,0.003534236,0.05003865],"study_design_scores_gemma":[0.000004930709,0.00005150741,0.9184695,0.00008389678,0.00003800168,0.0002313261,0.07347877,0.0003380958,0.00103382,0.0002159802,0.005996465,0.0000577079],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946009,0.0003060686,0.00009839681,0.0002781903,0.000009920529,0.00003437192,0.0006985295,0.000009737122,0.003963921],"genre_scores_gemma":[0.996807,0.0005101385,0.0003237258,0.000160959,0.000006063912,0.00001857125,0.000307882,0.000007451436,0.001858226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9888545,"threshold_uncertainty_score":0.1785773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2533136555908146,"score_gpt":0.4749570667350578,"score_spread":0.2216434111442431,"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."}}