{"id":"W7115807311","doi":"","title":"Indigenous Child Welfare Dispute Resolution","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Cognitive reframing; Storytelling; Transformational leadership; Welfare; Honour; Transformative learning; Empowerment; Grounded theory; Participant observation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0185118,0.0003306161,0.0004219707,0.00186914,0.02286147,0.008017426,0.003869898,0.002841029,0.01528713],"category_scores_gemma":[0.03528927,0.0003143268,0.0005232425,0.00224331,0.01092219,0.006480835,0.01838325,0.003774601,0.001155301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01220557,"about_ca_system_score_gemma":0.01660191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04297466,"about_ca_topic_score_gemma":0.05543465,"domain_scores_codex":[0.9813013,0.00965788,0.0006879796,0.001595555,0.004158397,0.002598937],"domain_scores_gemma":[0.9866922,0.006114883,0.001414024,0.001938318,0.002409706,0.001430756],"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":[0.00003117727,0.00006446995,0.005894928,0.0004221345,0.0000169607,0.002293223,0.6555677,0.0001570251,0.000709103,0.2499834,0.01302361,0.07183623],"study_design_scores_gemma":[0.000006903253,0.00004345919,0.003940055,0.0006710333,0.00001913482,0.001123213,0.3706394,0.0003438775,0.0005885136,0.02424568,0.5983503,0.00002831759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2538405,0.005942237,0.01491839,0.03037469,0.001370809,0.0006619669,0.0001951835,0.0001615887,0.6925347],"genre_scores_gemma":[0.9286265,0.002780063,0.005553154,0.003037114,0.0002099865,0.0003708486,0.0001225703,0.00006882292,0.059231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9570253,"threshold_uncertainty_score":0.09790093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00894136806711779,"score_gpt":0.2372655672096237,"score_spread":0.2283241991425059,"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."}}