{"id":"W4226211263","doi":"10.2139/ssrn.4043547","title":"Effect of Disability Benefit Income Replacement Rates on Employment and Risk of Poverty for People with Disabilities – Working Paper","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Statistics Canada","funders":"","keywords":"Poverty; Disability benefits; Working poor; Labour economics; Economics; Disabled people; Demographic economics; Business; Medicine; Economic growth; Social security; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008581707,0.0001914689,0.0004330791,0.00004281048,0.0009840269,0.00003505959,0.000261467,0.00003891407,0.0001368719],"category_scores_gemma":[0.0003664252,0.0001397583,0.000176326,0.0002019824,0.0004221331,0.0001232394,0.0001017237,0.0005537493,2.678542e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291353,"about_ca_system_score_gemma":0.0004455591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004368381,"about_ca_topic_score_gemma":0.03393144,"domain_scores_codex":[0.9964291,0.0008126736,0.000476313,0.0003280743,0.0007978266,0.001155942],"domain_scores_gemma":[0.9979824,0.001197251,0.0003807688,0.0002807219,0.00006470358,0.00009417105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002203676,0.0003422279,0.9516802,0.00008152916,0.0002328495,4.926904e-8,0.00459861,0.0002504418,0.00002257431,0.03239452,0.00001489306,0.008178369],"study_design_scores_gemma":[0.01188236,0.07592081,0.2855467,0.0003621263,0.001241177,0.0000224865,0.2144957,0.0001361238,0.002021373,0.4015613,0.005486447,0.001323438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970626,0.0004593713,0.00005404055,0.0007257816,0.0001416053,0.001022957,0.00002714391,0.00001490132,0.0004916516],"genre_scores_gemma":[0.9982025,0.001238231,0.00001913992,0.00002209704,0.00008163738,0.0001722599,0.000004623431,0.0000178936,0.0002416146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6661336,"threshold_uncertainty_score":0.9836968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306799139922524,"score_gpt":0.3385349630294531,"score_spread":0.3078550490372007,"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."}}