{"id":"W1500718700","doi":"10.1111/j.1540-5982.2010.01605.x","title":"Subjective mortality expectations and consumption and saving behaviours among the elderly","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Life expectancy; Longevity; Health and Retirement Study; Expectancy theory; Economics; Psychology; Gerontology; Demographic economics; Environmental health; Medicine; Social psychology; Population; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006802478,0.000146725,0.0002705418,0.0002938475,0.0003406575,0.0001129424,0.0002297087,0.0001804131,0.0002644288],"category_scores_gemma":[0.0001310416,0.0001440783,0.00006287819,0.00004233881,0.0007641544,0.0002135703,0.00001370964,0.0007124972,0.000005487832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125971,"about_ca_system_score_gemma":0.0005151504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2937738,"about_ca_topic_score_gemma":0.9966289,"domain_scores_codex":[0.9987992,0.0001073119,0.0003676975,0.0002538293,0.000002300505,0.0004696803],"domain_scores_gemma":[0.9981179,0.0002737722,0.0002688057,0.0002729469,0.0001061322,0.0009604635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002020939,0.000006699586,0.8260186,0.000005320093,0.0001489864,0.00008964326,0.01008233,0.000006446251,0.000007936105,0.1577026,0.0001295815,0.0057816],"study_design_scores_gemma":[0.000461926,0.0002160056,0.9748662,0.00001740945,0.00006718928,0.001154883,0.007486572,0.0001027193,0.00001305802,0.01515417,0.0002657929,0.000194048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961991,0.0003432296,0.00001289275,0.001180709,0.00105506,0.0001882096,0.00006378414,0.000004237999,0.0009527341],"genre_scores_gemma":[0.9992378,0.00001050376,0.00005554462,0.00008346779,0.0002256925,0.0000185536,0.000004471501,0.00001987214,0.0003440964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7028552,"threshold_uncertainty_score":0.710929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1487304188807455,"score_gpt":0.2736759085205101,"score_spread":0.1249454896397646,"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."}}