{"id":"W4417474493","doi":"10.15353/cjds.v14i4.1298","title":"‘Not enough to be a game changer’: Perspectives of disabled people on the Canada Disability Benefit (CDB) – a suspected policy failure","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Manitoba; Vancouver Island University; Royal Roads University","funders":"","keywords":"Thematic analysis; Government (linguistics); Disabled people; Set (abstract data type); Poverty; Salient; Disability studies; Disability benefits","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002414919,0.0006296484,0.001641353,0.0002343716,0.00187829,0.0002459326,0.001415085,0.000223021,0.0005494619],"category_scores_gemma":[0.01543642,0.0004229403,0.000683159,0.003346852,0.009256867,0.0003680501,0.0001817105,0.0007176625,0.000003137512],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01131042,"about_ca_system_score_gemma":0.01022892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9564904,"about_ca_topic_score_gemma":0.9995775,"domain_scores_codex":[0.9935387,0.001247256,0.001757396,0.0008788591,0.001326514,0.001251236],"domain_scores_gemma":[0.9910425,0.003635659,0.0007777743,0.001178139,0.002200834,0.001165127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000477757,0.001184631,0.1525187,0.0005517237,0.001980608,0.00000983252,0.412826,0.0003773133,0.0000316371,0.4089939,0.01879865,0.002249236],"study_design_scores_gemma":[0.0006638495,0.0005073037,0.2644391,0.000469067,0.0003692987,0.000002872283,0.6855187,0.00001034157,0.0001844346,0.02652217,0.02081631,0.0004966201],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5608898,0.0006463596,0.000001317668,0.4328941,0.0007894548,0.001077084,0.0004108133,0.000007187853,0.003283978],"genre_scores_gemma":[0.9968444,0.0002664902,0.00002145449,0.0011803,0.0006679114,0.00004986284,0.000003729618,0.00002431913,0.0009416047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4359546,"threshold_uncertainty_score":0.9998223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669652442539301,"score_gpt":0.3266160440579774,"score_spread":0.2899195196325844,"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."}}