{"id":"W2030091852","doi":"10.1111/j.1468-246x.2007.00303.x","title":"Designing a social security pension system","year":2008,"lang":"en","type":"article","venue":"International Social Security Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Actua; University of Waterloo","funders":"","keywords":"Social security; Pension; Poverty; Sustainability; Pension system; Public economics; Business; Economics; Economic growth; Finance; Market economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007824269,0.0003127841,0.0006368202,0.0001853478,0.001164464,0.0001629809,0.0005406805,0.0001406001,0.001015448],"category_scores_gemma":[0.0002600281,0.0003162187,0.000536046,0.0007183271,0.0001135908,0.001045807,0.0003146467,0.0002910952,0.0009785909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645358,"about_ca_system_score_gemma":0.00004973995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008172473,"about_ca_topic_score_gemma":0.0001040155,"domain_scores_codex":[0.9972919,0.00007358747,0.0007487363,0.0004726568,0.001051459,0.0003616464],"domain_scores_gemma":[0.998321,0.00003997616,0.0006431296,0.0001551568,0.0008186001,0.00002216356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002136571,0.0008949757,0.1612291,0.01289575,0.0003615958,0.0005579465,0.003523195,0.000002788417,0.0004630791,0.3998915,0.4147234,0.005243],"study_design_scores_gemma":[0.001153581,0.00001460332,0.03419043,0.003590872,0.0006246225,0.0000430786,0.0002666583,0.001792075,0.00004170121,0.006195158,0.9508604,0.001226843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8379474,0.02232854,0.0002828756,0.01176796,0.004391892,0.002764996,0.00008127898,0.001418126,0.119017],"genre_scores_gemma":[0.9891922,0.001507183,0.00007247971,0.003817913,0.004931708,0.00004958472,0.0002509881,0.00003760067,0.000140365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.536137,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902519362379232,"score_gpt":0.2694210122675323,"score_spread":0.24039581864374,"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."}}