{"id":"W2119036729","doi":"10.1111/j.1728-4457.2009.00305.x","title":"Welfare Regimes for Aging Populations: No Single Path for Reform","year":2009,"lang":"en","type":"article","venue":"Population and Development Review","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pension; Welfare state; Social security; Welfare; Economics; Democracy; Demographic economics; Development economics; Labour economics; Political science; Market economy; Politics","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":[0.003955227,0.0002367598,0.0004199074,0.001498845,0.001467549,0.003069689,0.0006443503,0.001716513,0.003948033],"category_scores_gemma":[0.005309999,0.0001120214,0.0005007278,0.001373627,0.003149143,0.00455278,0.002573687,0.002003885,0.0004353584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946226,"about_ca_system_score_gemma":0.006073885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259302,"about_ca_topic_score_gemma":0.004919879,"domain_scores_codex":[0.998112,0.0009839142,0.00009651748,0.0001476514,0.0003392426,0.0003207923],"domain_scores_gemma":[0.9982309,0.0005617798,0.0004221928,0.0001190044,0.0004685286,0.0001976651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002818399,0.0001026186,0.00569015,0.0006639764,0.00004560425,0.0001542451,0.003520167,0.0008827234,0.0003594895,0.8010471,0.00973319,0.1777725],"study_design_scores_gemma":[0.00006841398,0.0003684727,0.04554124,0.003501361,0.0001340965,0.0003944802,0.0141198,0.001349221,0.0007067557,0.4008586,0.5329008,0.00005681414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.16654,0.1035365,0.0232596,0.426908,0.001668827,0.0003506228,0.0004603461,0.0002011034,0.2770749],"genre_scores_gemma":[0.9019891,0.05476635,0.0127986,0.01452079,0.0009448003,0.0002486617,0.0001477411,0.00003428883,0.01454962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003955227,"threshold_uncertainty_score":0.02863204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099705849668088,"score_gpt":0.396362128014742,"score_spread":0.2863915430479331,"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."}}