{"id":"W7128728070","doi":"10.7202/1123299ar","title":"Policy Matters! Wholistically Supporting Indigenous Students’ Journey to and Through Canadian Post-secondary Education","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Indigenous; Indigenization; Work (physics); Content analysis; Qualitative research; Indigenous education; Persistence (discontinuity)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003560951,0.0002948646,0.0003286714,0.001343301,0.02692977,0.009099403,0.00227778,0.002294248,0.02264313],"category_scores_gemma":[0.007969524,0.0002195201,0.0004023903,0.001891947,0.007743229,0.002603138,0.00639126,0.003165168,0.001668673],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0860343,"about_ca_system_score_gemma":0.3719276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866379,"about_ca_topic_score_gemma":0.992878,"domain_scores_codex":[0.9950158,0.000502507,0.0000556115,0.0002165574,0.001008873,0.003200657],"domain_scores_gemma":[0.9906029,0.0006393778,0.0003005645,0.0002759097,0.002540563,0.005640724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001145333,0.0003059757,0.0389084,0.001168736,0.00005925005,0.001280514,0.1612542,0.0006587504,0.003257649,0.1162254,0.3716724,0.3050941],"study_design_scores_gemma":[0.00001101462,0.00004859925,0.02887151,0.0006528967,0.0000322747,0.0001182971,0.1180206,0.0001955463,0.0007112103,0.00345913,0.8477842,0.00009457715],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2121582,0.007473958,0.002457763,0.3197359,0.002361802,0.0004095382,0.001507926,0.0006638631,0.4532309],"genre_scores_gemma":[0.8420742,0.006004079,0.005994707,0.0292484,0.0001857966,0.0001499286,0.0005268626,0.0002163996,0.1155995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9139657,"threshold_uncertainty_score":0.6242254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017249082020221,"score_gpt":0.3876638577272195,"score_spread":0.3704147757069985,"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."}}