{"id":"W4413103483","doi":"10.55016/ojs/tsw.v3i1.80280","title":"Voice from the field: Decolonizing subject for more just epistemology","year":2025,"lang":"en","type":"article","venue":"Transformative Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Field (mathematics); Epistemology; Sociology; Philosophy; Computer science; World Wide Web; Mathematics","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":[0.007339094,0.0006444922,0.000829549,0.001368423,0.01690825,0.0144353,0.001570058,0.002241712,0.0053333],"category_scores_gemma":[0.01159873,0.0002724319,0.000564187,0.001261823,0.07257272,0.01450561,0.0111119,0.01101521,0.0007227262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007196322,"about_ca_system_score_gemma":0.009424815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022334,"about_ca_topic_score_gemma":0.01315543,"domain_scores_codex":[0.9920784,0.005685837,0.0001166588,0.0005689937,0.0007819949,0.0007682156],"domain_scores_gemma":[0.9893352,0.0070602,0.0004826515,0.001258655,0.0009232294,0.0009400901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002021301,0.00003859588,0.0003967405,0.0001008487,0.000003870578,0.0003724939,0.7795871,0.00008264028,0.0005765077,0.2007059,0.005922507,0.01219252],"study_design_scores_gemma":[0.000008884542,0.00004429394,0.0003258237,0.0005749732,0.000007365439,0.0004226189,0.5885795,0.0002872357,0.0007203246,0.04396836,0.3650404,0.00002023051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.232016,0.01181288,0.05706518,0.1165632,0.009677442,0.0002496118,0.00008580536,0.0004051379,0.5721248],"genre_scores_gemma":[0.9376912,0.002772277,0.004265147,0.009707546,0.0009056102,0.0001202506,0.00003535174,0.0004313039,0.04407136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01690825,"threshold_uncertainty_score":0.05221319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483213490635037,"score_gpt":0.4066329192263136,"score_spread":0.3618007843199633,"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."}}