{"id":"W1840624173","doi":"10.15453/0191-5096.3162","title":"Reshaping Retirement Policies in Post-Industrial Nations: The Need for Flexibility","year":2006,"lang":"en","type":"article","venue":"The Journal of Sociology & Social Welfare","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social security; Flexibility (engineering); Social policy; Typology; Economics; Old Age Security; Retirement age; Work (physics); European union; Welfare reform; Welfare; Public economics; Economic policy; Labour economics; Pension; Sociology; Market economy; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007296887,0.0001299103,0.0003025422,0.00007567741,0.002930899,0.00004530724,0.0005842017,0.0002425176,0.00009690977],"category_scores_gemma":[0.001273078,0.00008088307,0.0002608124,0.0002434443,0.002147254,0.0001281229,0.00006140312,0.0004270629,0.000001865912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007131732,"about_ca_system_score_gemma":0.0003596765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005950136,"about_ca_topic_score_gemma":0.009999463,"domain_scores_codex":[0.9966522,0.001584563,0.000731628,0.0001240103,0.0004626455,0.000444912],"domain_scores_gemma":[0.9979491,0.0009073305,0.0005372513,0.0001359854,0.0004281346,0.00004216623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001018103,0.0006012968,0.07887589,0.00004097386,0.0002400654,0.00000262856,0.257887,0.0002215594,0.0006068377,0.6330223,0.0243069,0.003176428],"study_design_scores_gemma":[0.003010736,0.0005227955,0.2724495,0.00004714585,0.0002531248,0.000003022498,0.4512566,0.00001417606,0.00008421195,0.2049184,0.06709079,0.0003494809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7458193,0.000268823,0.00001194631,0.2501923,0.0005433603,0.0006182276,0.0000164736,0.00001319551,0.002516289],"genre_scores_gemma":[0.9966482,0.00004565325,0.00001825483,0.0008773269,0.002211674,0.00002610125,0.000005341863,0.000009675546,0.0001577996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4281039,"threshold_uncertainty_score":0.9983671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2743914693892854,"score_gpt":0.4435258324943462,"score_spread":0.1691343631050609,"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."}}