{"id":"W2032698504","doi":"10.1080/1360080x.2014.991537","title":"Institutional diversity and funding universities in Ontario: is there a link?","year":2015,"lang":"en","type":"article","venue":"Journal of Higher Education Policy and Management","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diversity (politics); Higher education; Institutional research; Political science; Link (geometry); Public administration; Public relations; Regional science; Sociology; Business; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005055962,0.0001217222,0.0003689778,0.002185398,0.01289153,0.006543925,0.001516717,0.001239528,0.003548093],"category_scores_gemma":[0.02295476,0.0003243431,0.0002952751,0.006936197,0.007791201,0.002560007,0.0048563,0.001446791,0.0001785683],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.142592,"about_ca_system_score_gemma":0.2424167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9738711,"about_ca_topic_score_gemma":0.9899049,"domain_scores_codex":[0.9912526,0.001611284,0.0003244598,0.0003442988,0.002462063,0.004005163],"domain_scores_gemma":[0.9687467,0.006552179,0.005391943,0.0008691741,0.005893535,0.01254643],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002612962,0.0001440193,0.6295125,0.0008947981,0.00008530707,0.00151607,0.09421138,0.00252969,0.0008182093,0.1324055,0.02243284,0.1151883],"study_design_scores_gemma":[0.00005068093,0.00006957041,0.7669961,0.001111239,0.00004406706,0.0002704067,0.1039148,0.001001148,0.0002364418,0.01459383,0.1116183,0.00009334727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854589,0.003855664,0.0008411795,0.07634905,0.0001182026,0.0001049938,0.0005893919,0.0000233317,0.06352925],"genre_scores_gemma":[0.9927551,0.001211296,0.0003110828,0.001120269,0.0000324348,0.00002459285,0.00007005022,0.000005537918,0.004469584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.994944,"threshold_uncertainty_score":0.9944717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060849842194932,"score_gpt":0.4335564034757357,"score_spread":0.3274714192562425,"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."}}