{"id":"W4414153696","doi":"10.4324/9781003507710-20","title":"Adapting Social Work Education to Respond to Local and Global Needs","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social justice; Indigenous; Social work; Context (archaeology); Human rights; Social change; Work (physics); Indigenous education","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":[0.002749424,0.0003734345,0.0003008142,0.0008239619,0.003215767,0.005323013,0.0007506379,0.002061541,0.006224772],"category_scores_gemma":[0.002046631,0.0002137807,0.0002868131,0.0007804336,0.005710229,0.004628786,0.006279405,0.00380832,0.001444147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003414481,"about_ca_system_score_gemma":0.007161076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003148726,"about_ca_topic_score_gemma":0.01058905,"domain_scores_codex":[0.9988777,0.0005628498,0.00003043024,0.00006766779,0.0002316576,0.0002296999],"domain_scores_gemma":[0.9990101,0.000641328,0.00004473088,0.0000540555,0.00008835877,0.0001613625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008675547,0.000277987,0.001104002,0.0007989184,0.000009344974,0.0005288332,0.07397801,0.001639237,0.0008091683,0.5249949,0.05899593,0.336855],"study_design_scores_gemma":[0.00000683692,0.00003751216,0.001074386,0.001007498,0.000003066362,0.0002533942,0.04220987,0.0002786772,0.0002204197,0.1027073,0.8521878,0.00001313131],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02730405,0.01847063,0.01433846,0.09723078,0.002933608,0.0003135473,0.00003056804,0.0001944217,0.8391839],"genre_scores_gemma":[0.4567839,0.07011379,0.05272227,0.04219798,0.001968359,0.0007944411,0.0001469084,0.0002652765,0.3750071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006224772,"threshold_uncertainty_score":0.0247739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03543626993134176,"score_gpt":0.3775131041641235,"score_spread":0.3420768342327817,"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."}}