{"id":"W2084556609","doi":"10.1177/0164027505285919","title":"Changing Demographics and New Pension Risks","year":2006,"lang":"en","type":"article","venue":"Research on Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pension; Earnings; Demographic economics; Demographics; Marital status; Cash; Position (finance); Business; Economics; Actuarial science; Labour economics; Demography; Population; Finance; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226126,0.0001008853,0.0001797954,0.000689576,0.0003955697,0.0007573543,0.0001994872,0.0003187107,0.001974083],"category_scores_gemma":[0.005868195,0.0001256744,0.0002415055,0.0005163047,0.0001966812,0.0009665734,0.0005686832,0.0007269789,0.0003043451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003024412,"about_ca_system_score_gemma":0.0002645043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763421,"about_ca_topic_score_gemma":0.007437758,"domain_scores_codex":[0.9996531,0.0001267616,0.00002301516,0.00006991126,0.00005140666,0.00007580614],"domain_scores_gemma":[0.9973212,0.000654397,0.001089741,0.0002341141,0.0002840984,0.0004163763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003338001,0.00003029569,0.9936619,0.000004160491,0.00001673705,0.00005194777,0.0004530747,0.0001136846,0.00008206904,0.0002159144,0.0001799584,0.005156932],"study_design_scores_gemma":[0.000001457971,0.0000405197,0.997604,0.000005917123,0.00000784436,0.0001150581,0.0005211857,0.0003559258,0.00004232362,0.0002675144,0.0010323,0.000005973322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978063,0.0002445431,0.0003119517,0.0002870037,0.00001085992,0.000007739028,0.0005030469,0.000004634614,0.0008239872],"genre_scores_gemma":[0.998813,0.0001819942,0.0001238414,0.00003951894,0.0000166355,0.000007833654,0.0004206342,0.00000209099,0.0003943162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004763421,"threshold_uncertainty_score":0.009471416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6249386319940131,"score_gpt":0.5659759297707857,"score_spread":0.05896270222322741,"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."}}