{"id":"W4239109104","doi":"10.32920/ryerson.14660274","title":"Highlighting two black families experience with Ontario's Child Welfare System","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Lakehead University; Centre for Social Innovation; University of Toronto","funders":"","keywords":"Welfare; Apprehension; Welfare system; Critical race theory; Racism; Race (biology); Population; Sociology; Gender studies; Critical theory; Welfare reform; Psychology; Political science; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002299061,0.000674238,0.0005136521,0.0008478558,0.04227995,0.003889231,0.001587453,0.00199672,0.004011274],"category_scores_gemma":[0.004991722,0.0005428856,0.0003556934,0.001368839,0.01325245,0.002324237,0.006099504,0.003098916,0.0002624399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04582115,"about_ca_system_score_gemma":0.03343385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8634634,"about_ca_topic_score_gemma":0.9394674,"domain_scores_codex":[0.9970198,0.001317656,0.00005332561,0.0001729745,0.0004464288,0.0009897331],"domain_scores_gemma":[0.9972866,0.0007999353,0.0003355906,0.0000830923,0.0005265265,0.0009682726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000218405,0.000009169207,0.002905998,0.00002629143,0.000002972936,0.0009646976,0.992045,0.00001842938,0.0002855336,0.001000651,0.001348215,0.001371169],"study_design_scores_gemma":[0.000001194791,0.00001112682,0.002839313,0.00004983324,0.000003970918,0.000179617,0.9829999,0.00002205019,0.00008593276,0.0001005482,0.01369719,0.000009414202],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763051,0.0007725123,0.0003207794,0.007258303,0.0001044273,0.00004405464,0.00009810172,0.00001668032,0.01508003],"genre_scores_gemma":[0.9870453,0.0009743115,0.0002652446,0.001157382,0.00001893907,0.00004385562,0.00004126122,0.00002868348,0.01042496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365366,"threshold_uncertainty_score":0.3324572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423327339462022,"score_gpt":0.2617810814825111,"score_spread":0.2475478080878909,"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."}}