{"id":"W7114793611","doi":"10.1515/9780889778917-013","title":"chapter 8: Walking Courageously: The Voices of Indigenous Child Welfare Workers in Manitoba","year":2022,"lang":"","type":"book-chapter","venue":"University of Regina Press eBooks","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Welfare; Welfare system; Work (physics)","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":[0.0008346094,0.000561672,0.0003259659,0.0007423384,0.01744083,0.005199629,0.001497368,0.002417501,0.009507615],"category_scores_gemma":[0.0007548666,0.0003507544,0.0002018789,0.002156512,0.003481258,0.001640711,0.003257756,0.002819442,0.0006865914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007545046,"about_ca_system_score_gemma":0.02431649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4466571,"about_ca_topic_score_gemma":0.782796,"domain_scores_codex":[0.9995195,0.0001466438,0.000009605249,0.00002011356,0.00008176095,0.0002224367],"domain_scores_gemma":[0.999662,0.0001173718,0.00002401221,0.000007304506,0.00006424609,0.0001251608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002305027,0.00004849323,0.002281904,0.0003117247,0.000004692496,0.00138705,0.9163054,0.00003462364,0.001403839,0.01814602,0.03974815,0.02030515],"study_design_scores_gemma":[0.000003295655,0.00002016128,0.006981371,0.0005233153,0.000007916813,0.0003546532,0.7525023,0.00002338901,0.0002393414,0.0008365554,0.2384955,0.0000121668],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.43498,0.08401707,0.0006262681,0.1147438,0.003997292,0.0002570603,0.000269358,0.00009246445,0.3610167],"genre_scores_gemma":[0.4758059,0.05642505,0.001091958,0.01204581,0.0005554609,0.0002333374,0.0001076382,0.0001108907,0.453624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5533429,"threshold_uncertainty_score":0.8881145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142639163327916,"score_gpt":0.2465342048598211,"score_spread":0.215107813226542,"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."}}