{"id":"W4240648674","doi":"10.34074/junc.20055","title":"Getting a Quality Education: Indigenising Post-Secondary Institutions in Northern Ontario Through the Indigenous Quality Assurance Project","year":2019,"lang":"en","type":"article","venue":"Junctures The Journal for Thematic Dialogue","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadore College; Lakehead University","funders":"","keywords":"Indigenization; Indigenous; Audit; Quality assurance; Political science; Colonialism; Higher education; Quality (philosophy); Sociology; Public relations; Business; Law; Anthropology; Ecology; Accounting","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":[0.008640791,0.0002541363,0.000431575,0.0001243728,0.01182551,0.0003025686,0.0009218049,0.000198996,0.00008236685],"category_scores_gemma":[0.0002623712,0.000129063,0.0002378729,0.0004238969,0.0003361967,0.0005724191,0.000007611217,0.0009202558,0.00003846501],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249291,"about_ca_system_score_gemma":0.08450904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.672294,"about_ca_topic_score_gemma":0.9978674,"domain_scores_codex":[0.9955586,0.001744034,0.001046177,0.0002471053,0.0006634846,0.0007405936],"domain_scores_gemma":[0.9958503,0.00202813,0.0009922952,0.0005189447,0.000514661,0.00009561489],"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":[0.00006046359,0.0002763875,0.006016726,0.0001862143,0.00005786586,4.741183e-7,0.9368198,0.0001473769,0.000007311876,0.055597,0.00009135225,0.0007390481],"study_design_scores_gemma":[0.0008233242,0.0001629328,0.04702279,0.0003756663,0.00009719012,0.00007321333,0.2220763,0.00000181858,0.0000364357,0.07552902,0.6532527,0.0005486471],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412147,0.0006952261,0.0003569782,0.001744098,0.003854393,0.003732204,0.00002569471,0.00003042518,0.04834631],"genre_scores_gemma":[0.9849915,0.0003960203,0.000677717,0.001025467,0.001415596,0.00005116493,0.00004746787,0.00003014766,0.01136496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7147435,"threshold_uncertainty_score":0.9894609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05267525512750575,"score_gpt":0.3800392171977556,"score_spread":0.3273639620702498,"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."}}