{"id":"W3120515575","doi":"10.14288/1.0395490","title":"The Indigenization of student affairs and services in Canadian higher education","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Indigenization; Student affairs; Higher education; Political science; Public relations; Pedagogy; Sociology; Law; Anthropology","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":[0.004649051,0.0003356778,0.0003758484,0.001517164,0.03559065,0.008884752,0.001453529,0.0009898206,0.002933956],"category_scores_gemma":[0.005402666,0.0003411137,0.0003685227,0.003360292,0.02259974,0.00217307,0.008887445,0.003817764,0.0001040223],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1269115,"about_ca_system_score_gemma":0.2105383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854218,"about_ca_topic_score_gemma":0.9938595,"domain_scores_codex":[0.9937704,0.001639288,0.0001510889,0.0003501693,0.001918525,0.002170529],"domain_scores_gemma":[0.9947631,0.001033535,0.0004466397,0.0002342501,0.001464495,0.002058108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000709735,0.00006146973,0.03406019,0.000183853,0.00001872446,0.0008094031,0.8653731,0.0003331999,0.0009884731,0.03991116,0.004777574,0.05341197],"study_design_scores_gemma":[0.000004693939,0.00003664969,0.04583415,0.0002500759,0.00001574683,0.0002414595,0.8748807,0.0004137795,0.000417174,0.002199672,0.07562408,0.00008191565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93498,0.001434571,0.0009123056,0.01110709,0.0001258753,0.00006712005,0.00009031955,0.00002490465,0.05125778],"genre_scores_gemma":[0.9948474,0.0005464703,0.0003940574,0.0006299758,0.000005979145,0.000006795791,0.00002349447,0.00001043265,0.00353545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8730885,"threshold_uncertainty_score":0.9208115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158538655553462,"score_gpt":0.2402675021464743,"score_spread":0.2286821155909396,"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."}}