{"id":"W3162321491","doi":"","title":"Does Student Loan Forgiveness Drive Disability Application","year":2020,"lang":"en","type":"article","venue":"National Bureau of Economic Research","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receipt; Disability insurance; Student loan; Debt; Bankruptcy; Loan; Quarter (Canadian coin); Actuarial science; Business; Survey of Income and Program Participation; Demographic economics; Social security; Finance; Economics; Accounting","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":[0.00176419,0.0001733606,0.0003481411,0.001118805,0.0008789712,0.002717815,0.0008845832,0.001256283,0.01734169],"category_scores_gemma":[0.0207417,0.0003148928,0.000872656,0.001142236,0.0006974572,0.001365806,0.00156767,0.002140311,0.0034325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007222257,"about_ca_system_score_gemma":0.001235194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02236394,"about_ca_topic_score_gemma":0.02385172,"domain_scores_codex":[0.9983528,0.0004123667,0.000148014,0.0003307314,0.0002786359,0.0004775163],"domain_scores_gemma":[0.9825341,0.00407181,0.008239348,0.0007834202,0.001188955,0.003182364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003748005,0.0001603838,0.9946615,0.00001040461,0.00002528188,0.00003320776,0.0002781067,0.00004479037,0.00001405817,0.0002259836,0.0009491614,0.003559647],"study_design_scores_gemma":[0.00000565924,0.0000632115,0.9960646,0.00004338637,0.00002457587,0.00007171359,0.001543156,0.0003387617,0.00003833047,0.0003543725,0.001444571,0.000007708062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908043,0.0002812046,0.0001297097,0.002862332,0.00004344536,0.00001980907,0.0006857267,0.000009772415,0.005163636],"genre_scores_gemma":[0.9972245,0.0001732063,0.00006029075,0.000261158,0.00003974576,0.00001116539,0.0004515992,0.000006135461,0.001772371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02236394,"threshold_uncertainty_score":0.0580138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4945235569001676,"score_gpt":0.589618768204118,"score_spread":0.09509521130395038,"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."}}