{"id":"W3115002029","doi":"10.1093/geroni/igaa057.1500","title":"Retirement Financial Insecurity for Men and Women in Canada: The Impact of Life Course Work and Income Instability","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Receipt; Health and Retirement Study; Life course approach; Unemployment; Context (archaeology); Financial security; Demographic economics; Finance; Economics; Psychology; Gerontology; Economic growth; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001937374,0.00006848477,0.0001578137,0.00003810515,0.0001120621,0.00002365916,0.00009043547,0.00002841383,0.00001496714],"category_scores_gemma":[0.001349008,0.00005604329,0.00001018161,0.0009979308,0.0001553885,0.0001008405,0.00004953044,0.00009327679,3.909919e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008787097,"about_ca_system_score_gemma":0.001644821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5586929,"about_ca_topic_score_gemma":0.5048639,"domain_scores_codex":[0.9988841,0.0001162195,0.0004062965,0.0001600438,0.0002051075,0.0002282261],"domain_scores_gemma":[0.9995006,0.0001329245,0.00012458,0.00007836079,0.0001045931,0.00005890251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004865681,0.00002582346,0.956934,0.00004252063,0.000004749034,1.384516e-7,0.03881337,0.00002707685,0.00001271309,0.002266691,0.0001484898,0.001675763],"study_design_scores_gemma":[0.0004105831,0.00003266568,0.9869737,0.00002141663,0.00000149646,7.983866e-9,0.00898371,0.0001156735,0.00001055568,0.003219972,0.000168457,0.00006174434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926063,0.00004373121,0.00001145886,0.00640012,0.00004280213,0.0005387662,0.000009782721,0.00000523914,0.0003417586],"genre_scores_gemma":[0.9995999,0.00001352803,0.00001589088,0.0002641481,0.00004057139,0.00005897355,0.000002137018,0.000003064093,0.000001827381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05382894,"threshold_uncertainty_score":0.504171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116305311974009,"score_gpt":0.3831809285467733,"score_spread":0.2668756165727644,"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."}}