{"id":"W4411448997","doi":"10.1080/09687599.2025.2520780","title":"Mad, mentally ill and neurodivergent professionals: epistemic injustice in practice","year":2025,"lang":"en","type":"article","venue":"Disability & Society","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Injustice; Mentally ill; Psychology; Epistemology; Sociology; Mental illness; Social psychology; Psychotherapist; Philosophy; Mental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00183423,0.0001171128,0.0001957666,0.000009354102,0.0007702535,0.00002585986,0.0001713889,0.0001452463,0.00003772199],"category_scores_gemma":[0.0017597,0.0001114754,0.00009559278,0.0002870482,0.001389481,0.0001833245,0.0002269439,0.0002610571,0.00000986961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761056,"about_ca_system_score_gemma":0.0001677019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508186,"about_ca_topic_score_gemma":0.00173753,"domain_scores_codex":[0.9981826,0.000641703,0.0002715271,0.0003922127,0.0002212478,0.0002906905],"domain_scores_gemma":[0.9984291,0.001147871,0.00007254922,0.0001854483,0.0001056486,0.0000594271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001068847,0.001110782,0.7160009,0.0003160125,0.0001415716,0.000004313883,0.2140827,0.000002636088,0.0000432152,0.04602589,0.0187304,0.003434687],"study_design_scores_gemma":[0.0004847117,0.00003114406,0.4002091,0.00006208882,0.00009631781,0.000001044598,0.5439738,0.00002177997,0.00001504472,0.006164555,0.04874726,0.0001931483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.827587,0.0021234,0.00002402441,0.1104779,0.0009137767,0.0007253146,0.00002085951,0.00007640115,0.05805128],"genre_scores_gemma":[0.9919255,0.0007650597,0.0004111751,0.005104571,0.00003920819,0.00005333116,0.000003865077,0.000003577419,0.00169376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3298911,"threshold_uncertainty_score":0.5924246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017309629204148,"score_gpt":0.3749547563764112,"score_spread":0.3547816600843697,"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."}}