{"id":"W2075297980","doi":"10.1080/10428232.2011.599280","title":"On the Front Lines: The Voices and Experiences of Racialized Child Welfare Workers in Toronto, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Progressive Human Services","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Brock University","funders":"","keywords":"Welfare; Sociology; Front (military); Gender studies; Political science; Geography; Law","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":[0.001958036,0.0006496075,0.0006357623,0.001099512,0.04556452,0.006244324,0.002054474,0.002077108,0.003989642],"category_scores_gemma":[0.003600329,0.0005833288,0.0003453176,0.002661492,0.01125895,0.00176366,0.006992843,0.003562347,0.0003217674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05466217,"about_ca_system_score_gemma":0.06104149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843915,"about_ca_topic_score_gemma":0.9946842,"domain_scores_codex":[0.9962566,0.0009606389,0.00007798191,0.0002125892,0.0005097509,0.001982412],"domain_scores_gemma":[0.9962191,0.0008376945,0.0004274055,0.00007168532,0.0007269396,0.001717156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002550117,0.00000918862,0.004766764,0.00004258831,0.000003461548,0.00058752,0.9903564,0.00001918967,0.000391959,0.0004006239,0.001541588,0.001855184],"study_design_scores_gemma":[0.000001020296,0.000008450598,0.003446392,0.00004100271,0.000002965042,0.00005317904,0.9914699,0.00001195299,0.00003785804,0.00002545125,0.004894053,0.000007682845],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815335,0.001605354,0.0001474444,0.006604249,0.0001133952,0.00004748947,0.0001453492,0.00001009789,0.009793235],"genre_scores_gemma":[0.9896673,0.001511795,0.0001270635,0.002017342,0.00002997248,0.00003576831,0.00005446947,0.00002076371,0.006535523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05466217,"threshold_uncertainty_score":0.3966036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445511777236001,"score_gpt":0.3373303440989865,"score_spread":0.3128752263266265,"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."}}