{"id":"W3046458243","doi":"10.3386/w27602","title":"Designing Disability Insurance Reforms: Tightening Eligibility Rules or Reducing Benefits","year":2020,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary","funders":"Australian Government; U.S. Social Security Administration","keywords":"Actuarial science; Business; Public economics; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006012446,0.0004599472,0.0007437188,0.001020858,0.0006744514,0.002110543,0.0007471037,0.00190735,0.004174946],"category_scores_gemma":[0.02056068,0.0004009058,0.000756008,0.0008409879,0.00121317,0.001528577,0.001642254,0.001596757,0.0003473374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003055293,"about_ca_system_score_gemma":0.004347727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007961159,"about_ca_topic_score_gemma":0.009905712,"domain_scores_codex":[0.9941817,0.003348196,0.0001775049,0.0003931125,0.0004872912,0.001412146],"domain_scores_gemma":[0.9914038,0.004933922,0.00242051,0.0003719948,0.0004332392,0.0004366084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001386371,0.002048542,0.09805411,0.001030035,0.0004866264,0.0005068358,0.001041896,0.2248591,0.01019966,0.4954158,0.00965613,0.155315],"study_design_scores_gemma":[0.002832335,0.004379829,0.2116017,0.001186889,0.001512836,0.0003105309,0.003919152,0.2932089,0.01217406,0.4146111,0.05401363,0.000248918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8978831,0.001455156,0.04150021,0.008875675,0.0001798095,0.0008041324,0.001110164,0.0001307293,0.04806114],"genre_scores_gemma":[0.9908571,0.0004273586,0.006211633,0.0008152483,0.00005150886,0.0001478035,0.000106761,0.000009248824,0.0013733],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007961159,"threshold_uncertainty_score":0.03179723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6786782798511426,"score_gpt":0.5939065005017938,"score_spread":0.08477177934934876,"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."}}