{"id":"W2274818195","doi":"10.17645/si.v4i1.436","title":"More Than a Checklist: Meaningful Indigenous Inclusion in Higher Education","year":2016,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Indigenous; Indigenization; Checklist; Empowerment; Government (linguistics); Inclusion (mineral); Economic growth; Higher education; Political science; Sociology; Traditional knowledge; Public administration; Social science; Psychology; Anthropology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001620498,0.0001918631,0.0002411872,0.0002705487,0.02708466,0.00004656381,0.0005284946,0.0004406534,0.0005558772],"category_scores_gemma":[0.00001815124,0.0001403288,0.00009272444,0.0006645013,0.0003107261,0.0004257048,0.0001953598,0.0002011322,0.00009529298],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002110556,"about_ca_system_score_gemma":0.01381019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1884934,"about_ca_topic_score_gemma":0.6114135,"domain_scores_codex":[0.9971445,0.0004867729,0.0003993832,0.0003842543,0.0008745667,0.000710477],"domain_scores_gemma":[0.999011,0.0001113361,0.0002381074,0.0001944671,0.0002536894,0.0001913855],"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":[0.00002881094,0.0003789573,0.002254505,0.00002069483,0.000004555959,0.000002270946,0.885978,1.088944e-7,0.0002477362,0.09730619,0.0002891005,0.01348901],"study_design_scores_gemma":[0.0004795582,0.00005556828,0.02225873,0.0001550838,0.00001318129,8.374031e-7,0.009328905,4.869709e-7,0.0002396979,0.06664603,0.9004534,0.0003684396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8349331,0.0003267817,0.00001039115,0.01099461,0.00225424,0.0007466642,0.000007262441,0.0001202283,0.1506067],"genre_scores_gemma":[0.9522603,0.001216552,0.00008649165,0.000406041,0.003004331,0.00001506354,0.00002344758,0.00003017205,0.04295759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9001644,"threshold_uncertainty_score":0.9917806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194665857317716,"score_gpt":0.3329573344635102,"score_spread":0.311010675890333,"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."}}