{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001117612,0.0003886477,0.0006423046,0.0003075251,0.004173074,0.00005638134,0.001661964,0.0004213212,0.00336878],"category_scores_gemma":[0.00006092519,0.0004395309,0.0003764338,0.0001102537,0.001849491,0.0002529485,0.0004783929,0.001290394,0.0000117285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000326469,"about_ca_system_score_gemma":0.0002880568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08004938,"about_ca_topic_score_gemma":0.04414745,"domain_scores_codex":[0.9971426,0.0005262134,0.0003108094,0.0005459995,0.001000587,0.0004737608],"domain_scores_gemma":[0.9966335,0.000639095,0.001750963,0.0005860396,0.0002479522,0.0001424393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004181634,0.00009578482,0.001619857,0.0001533158,0.000436105,0.0001052554,0.2347353,0.00004362679,0.000001068999,0.7173778,0.0005171953,0.04449657],"study_design_scores_gemma":[0.0003631837,0.00007296413,0.0008271946,0.0001877317,0.000256632,0.000004880409,0.1826194,0.000002468249,0.000004320729,0.0003183477,0.8150125,0.0003304255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007737559,0.001147531,0.000006492656,0.01465916,0.0008079589,0.001192084,0.00005825699,0.00003521171,0.9743558],"genre_scores_gemma":[0.7462731,0.002661686,0.00005737508,0.00009339662,0.0001624458,0.000002044046,0.00001410291,0.00004801197,0.2506878],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8144953,"threshold_uncertainty_score":0.9998056,"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."}}