{"id":"W2733613909","doi":"","title":"Participation in private retirement savings plans, 1997 to 2008","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Business; Pension; Labour economics; Private pension; Finance; Demographic economics; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006344943,0.000264813,0.0004529974,0.0004121677,0.0003148772,0.000251318,0.0009532422,0.0005303775,0.0003091867],"category_scores_gemma":[0.00154218,0.0003031514,0.0001180007,0.0002303571,0.0005143104,0.0001247054,0.0009619969,0.001535874,0.0000524378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002807828,"about_ca_system_score_gemma":0.0007331428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005185316,"about_ca_topic_score_gemma":0.1069861,"domain_scores_codex":[0.995477,0.0006863002,0.0008600532,0.00103927,0.0006959261,0.001241458],"domain_scores_gemma":[0.9980561,0.0003302759,0.0001677431,0.0009250678,0.0001019696,0.0004188871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000281961,0.001147713,0.7104439,0.0003561216,0.00006442628,0.00002565236,0.03582248,0.00384447,0.0004014496,0.005617286,0.00104534,0.2409493],"study_design_scores_gemma":[0.001385455,0.0003609888,0.5187806,0.0009560914,0.00002075798,3.657587e-7,0.008303356,0.001400301,0.0007228469,0.01723963,0.4491936,0.001635938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936833,0.00002188315,0.000001474982,0.003250578,0.0007403166,0.001982158,0.00005074279,0.00004079142,0.05707911],"genre_scores_gemma":[0.9934188,0.003447915,0.0003570878,0.0001640237,0.0003604582,0.0008884596,0.00006637491,0.00003824784,0.001258614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4481483,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1916295691971128,"score_gpt":0.4596337285310863,"score_spread":0.2680041593339735,"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."}}