{"id":"W4401550015","doi":"10.1177/00914150241268089","title":"Penalty Versus Premium: Social Disposition Differentiates Life Satisfaction Among Living-Alone Immigrant and Native-Born Older Adults—Findings From the Canadian Longitudinal Study on Aging (CLSA)","year":2024,"lang":"en","type":"article","venue":"The International Journal of Aging and Human Development","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; MacEwan University; University of Toronto","funders":"","keywords":"Life satisfaction; Psychology; Immigration; Longitudinal study; Independence (probability theory); Big Five personality traits; Developmental psychology; Gerontology; Demography; Personality; Social psychology; Medicine; Sociology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009550177,0.0002166738,0.0002490309,0.0009718376,0.001196182,0.0008761536,0.0005551383,0.0004140421,0.001709423],"category_scores_gemma":[0.002515513,0.0001021291,0.0005616353,0.001042019,0.000660875,0.0003820558,0.0009294938,0.0006611638,0.000101572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987284,"about_ca_system_score_gemma":0.003127234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6524916,"about_ca_topic_score_gemma":0.8153279,"domain_scores_codex":[0.9995454,0.00005260381,0.00003136588,0.00007349886,0.0001723809,0.0001246678],"domain_scores_gemma":[0.9987507,0.0001413904,0.0002768498,0.00007017464,0.0002981681,0.0004628016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006669723,0.00003366485,0.9956539,0.000008332523,0.00002970465,0.00001963571,0.001050206,0.00002123391,0.0001285672,0.0001499462,0.0001497625,0.002688379],"study_design_scores_gemma":[0.000001478958,0.0000134159,0.9981064,0.000004859908,0.000009376129,0.00001248794,0.001600219,0.00008185828,0.00002050368,0.00003260261,0.0001135938,0.000003164355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988658,0.00007588815,0.00004103819,0.00008694698,0.000004294247,0.00000660634,0.0002718582,9.955941e-7,0.000646621],"genre_scores_gemma":[0.9995068,0.00003071648,0.00003437322,0.00002513108,0.000002052353,0.000002797516,0.0002506142,6.600849e-7,0.0001467733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3475084,"threshold_uncertainty_score":0.6991099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04254906573968344,"score_gpt":0.3425838065872629,"score_spread":0.3000347408475795,"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."}}