{"id":"W2096821356","doi":"10.2139/ssrn.1150273","title":"The Retirement Consumption Conundrum: Evidence from a Consumption Survey","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Consumption (sociology); Economics; Business; Sociology; Social science","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":[0.01646112,0.0005834778,0.001098207,0.003008458,0.0008233991,0.002086384,0.001916962,0.002034659,0.00663319],"category_scores_gemma":[0.04900042,0.0005237916,0.000929636,0.007427606,0.001574009,0.001991212,0.001978877,0.001412903,0.001045684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066835,"about_ca_system_score_gemma":0.001287855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06274214,"about_ca_topic_score_gemma":0.1025869,"domain_scores_codex":[0.9914351,0.00504123,0.0007525121,0.0007680166,0.001358916,0.0006441947],"domain_scores_gemma":[0.8950995,0.06107764,0.02693071,0.006733898,0.007578071,0.002580289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001913381,0.0002906432,0.9635141,0.0006719919,0.001640907,0.0002080521,0.001042725,0.0002592734,0.0001177601,0.001669556,0.00846227,0.02020932],"study_design_scores_gemma":[0.000168836,0.0003251847,0.979691,0.0004701964,0.001962492,0.0001168765,0.00334392,0.0003600785,0.0002942327,0.0008564551,0.01237569,0.00003503952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384645,0.02176265,0.0009687993,0.009307639,0.0002008561,0.00009647168,0.01401408,0.00002068246,0.01516434],"genre_scores_gemma":[0.9773896,0.008133937,0.0003382585,0.002583291,0.0002027302,0.00006269907,0.007671347,0.0000128744,0.00360515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06274214,"threshold_uncertainty_score":0.1247539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2417391776294903,"score_gpt":0.431195420385849,"score_spread":0.1894562427563587,"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."}}