{"id":"W4406320199","doi":"10.1111/jar.70006","title":"‘I Don't Think I Have Ever Worked Harder on a Case’: Needs of Canadian Child Protection Workers and Parents With Intellectual Disabilities","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Research in Intellectual Disabilities","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Intellectual disability; Child protection; Prejudice (legal term); Psychology; Service (business); Service provider; Perspective (graphical); Qualitative research; Public relations; Social psychology; Nursing; Political science; Medicine; Business; Sociology; Psychiatry; Marketing","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00340762,0.0002384361,0.0004974044,0.002416041,0.000838758,0.0002484981,0.0003844113,0.000235062,0.0007057546],"category_scores_gemma":[0.01063724,0.0001645956,0.0001228436,0.002447216,0.005565417,0.0003448042,0.00008811606,0.00121345,0.000005938103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009548168,"about_ca_system_score_gemma":0.001238148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1372199,"about_ca_topic_score_gemma":0.2571953,"domain_scores_codex":[0.9962832,0.0007991764,0.0007976043,0.000310011,0.001105943,0.000704116],"domain_scores_gemma":[0.9888352,0.009802519,0.0001397883,0.0003001904,0.00060394,0.0003183442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004180391,0.0006383516,0.007874347,0.0003238964,0.000241996,0.00001805463,0.9412847,0.0007386334,0.00002210152,0.03172328,0.004604826,0.008349463],"study_design_scores_gemma":[0.0007031475,0.0005733689,0.0004616548,0.0006317546,0.00002249418,0.00002868229,0.9683249,0.0000602436,0.0002780417,0.02262849,0.006104753,0.0001824489],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.873539,0.0001066486,0.0000592187,0.005016878,0.0001931199,0.001208512,0.00000947485,0.00001381606,0.1198534],"genre_scores_gemma":[0.9967099,0.0001958319,0.00005976991,0.00004054566,0.0001475556,0.00007639966,0.000002127929,0.00001849517,0.002749368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123171,"threshold_uncertainty_score":0.9976966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08773582516976527,"score_gpt":0.3607274751643533,"score_spread":0.272991649994588,"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."}}