{"id":"W2128390085","doi":"10.1177/0164027506291748","title":"Employment and Social Integration in Midlife","year":2006,"lang":"en","type":"article","venue":"Research on Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Welfare; Socioeconomic status; Demographic economics; Incentive; Economics; Social Welfare; Labour economics; Psychology; Sociology; Political science; Demography; Population","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":[0.0008016542,0.0001677431,0.0003285304,0.001583545,0.001797047,0.001802783,0.0003676304,0.0005681414,0.005580661],"category_scores_gemma":[0.002203173,0.0001027094,0.0004376583,0.001204196,0.000884121,0.001100666,0.002657051,0.0008380645,0.0002878834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165592,"about_ca_system_score_gemma":0.0007673589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009945223,"about_ca_topic_score_gemma":0.02641146,"domain_scores_codex":[0.9993343,0.0001872508,0.00002916054,0.00005094946,0.00008583881,0.0003123934],"domain_scores_gemma":[0.9987698,0.0001188498,0.0002778801,0.0000363863,0.000136673,0.0006603249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002529212,0.0007392141,0.897217,0.00006879325,0.0001063423,0.000672597,0.01469536,0.0001633225,0.0003418442,0.00740415,0.00162557,0.07671297],"study_design_scores_gemma":[0.000003795474,0.00007226415,0.9888236,0.00004950777,0.00001028137,0.0001173851,0.006070035,0.00009340909,0.00002596624,0.001092217,0.003636611,0.000004810744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845051,0.002542083,0.00011285,0.001236009,0.00004462686,0.000009944465,0.0001441378,0.000003711222,0.01140146],"genre_scores_gemma":[0.9983834,0.000504027,0.00004395465,0.000105561,0.00002538946,0.00000736631,0.00008281128,0.000001142606,0.0008464022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009945223,"threshold_uncertainty_score":0.01977468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4453160571993056,"score_gpt":0.5485533578105117,"score_spread":0.1032373006112062,"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."}}