{"id":"W3198836430","doi":"","title":"How Does Contingent Work Affect SSDI Benefits","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disability insurance; Receipt; Earnings; Affect (linguistics); Quarter (Canadian coin); Work (physics); Business; Social security; Actuarial science; Health and Retirement Study; Demographic economics; Economics; Finance; Psychology; Accounting; Gerontology; Medicine","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":[0.00215791,0.0001244783,0.0002753067,0.0008919317,0.001445612,0.0022828,0.0006590701,0.000965634,0.009673893],"category_scores_gemma":[0.02075174,0.0002309815,0.0005006305,0.0008333672,0.0008601565,0.001299028,0.001576297,0.001035302,0.001019111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119828,"about_ca_system_score_gemma":0.001051597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599396,"about_ca_topic_score_gemma":0.01874624,"domain_scores_codex":[0.9970767,0.001151314,0.0001448964,0.0003054481,0.0006434111,0.0006782623],"domain_scores_gemma":[0.9838207,0.006463587,0.005868317,0.0007297316,0.0009961938,0.002121466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003001151,0.0007144113,0.9520832,0.00005020796,0.0001061605,0.0002745046,0.005223467,0.0004708088,0.0003687522,0.004098722,0.002060695,0.0342489],"study_design_scores_gemma":[0.0000113402,0.000116757,0.9906226,0.00005056092,0.00003533497,0.00008722167,0.003551888,0.0003319168,0.0001274889,0.001487379,0.00356519,0.00001233467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853088,0.0004793402,0.0002549416,0.003819637,0.00003960595,0.00002216983,0.0003009302,0.000008621436,0.009765899],"genre_scores_gemma":[0.9975674,0.0002094588,0.00007500282,0.0001640981,0.00003151498,0.000008486253,0.0001191804,0.000004551458,0.001820297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01599396,"threshold_uncertainty_score":0.0323624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05721884521546846,"score_gpt":0.3437781065184146,"score_spread":0.2865592613029462,"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."}}