{"id":"W4411434036","doi":"10.1080/08841233.2025.2510908","title":"From Turmoil to Transformation: Advancing Anti-Oppressive Social Work Education in an Era of Instability","year":2025,"lang":"en","type":"article","venue":"Journal of Teaching in Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social work; Sociology; Criminology; Work (physics); Instability; Transformation (genetics); Political science; Law; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003675853,0.0001214431,0.0004023763,0.0002477416,0.001405363,0.0001122477,0.0003772005,0.0002153832,0.0001678329],"category_scores_gemma":[0.001686404,0.00013563,0.0001393113,0.002734157,0.0001134569,0.0009327421,0.00002382898,0.001192612,0.000002853815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007425476,"about_ca_system_score_gemma":0.001663232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009002339,"about_ca_topic_score_gemma":0.001484677,"domain_scores_codex":[0.9964742,0.001791592,0.0008484569,0.0001562729,0.0004598956,0.0002695596],"domain_scores_gemma":[0.9982309,0.0007546909,0.0006020598,0.00008595714,0.0002267199,0.00009972184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003408329,0.0008197906,0.1682285,0.00001920431,0.00003046508,0.000001339954,0.5557684,0.0001483001,0.00008249268,0.01394872,0.005941644,0.2546703],"study_design_scores_gemma":[0.0006672153,0.00003043058,0.6764724,0.0003935671,0.00004666062,1.783864e-7,0.2306985,0.000001775626,0.00002788038,0.01755856,0.07388862,0.000214149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307728,0.0001771232,0.0003066749,0.0543623,0.001961765,0.0002327878,0.000003086147,0.0000131223,0.01217029],"genre_scores_gemma":[0.995719,0.00001562349,0.001987098,0.0006095569,0.001455858,0.000008220522,0.000004484175,0.000008687233,0.0001914887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5082439,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135032997980573,"score_gpt":0.4006266407111456,"score_spread":0.3792763107313398,"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."}}