{"id":"W4386761404","doi":"10.1177/01640275231202260","title":"Social Capital and Formal Volunteering Among Family and Unpaid Caregivers of Older Adults","year":2023,"lang":"en","type":"article","venue":"Research on Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spouse; Context (archaeology); Educational attainment; Psychology; Logistic regression; Social capital; Quarter (Canadian coin); Formal education; Gerontology; Sociology; Medicine; Economic growth; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001240962,0.00005876795,0.00008803837,0.0002347159,0.0008099451,0.00008873538,0.0001022638,0.00005118281,0.00000708123],"category_scores_gemma":[0.0000956149,0.00006135119,0.00002983518,0.000327358,0.0003346473,0.0002161337,0.0001359531,0.0001785345,0.000003480028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008161087,"about_ca_system_score_gemma":0.00007501759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738241,"about_ca_topic_score_gemma":0.001971657,"domain_scores_codex":[0.9985893,0.0001219591,0.0000976501,0.0001760385,0.0006106801,0.0004043332],"domain_scores_gemma":[0.9995084,0.00016534,0.00002433116,0.00004878364,0.0001731416,0.00007998918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008483158,0.0000457965,0.08460709,0.0003058369,0.00008355932,0.00006809326,0.5972422,0.0002182799,0.003601656,0.2697378,0.00518997,0.0388149],"study_design_scores_gemma":[0.000632112,0.00009491914,0.512131,0.0003766208,0.000005196471,5.760165e-7,0.4665688,0.01808872,0.0001421292,0.0007716423,0.0009495303,0.0002387776],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932142,0.00007741358,0.00002235459,0.0004256864,0.00008161766,0.0001264308,0.000006879657,0.00002929409,0.006016158],"genre_scores_gemma":[0.9988552,0.0001659922,0.00001197819,0.00001442341,0.0001500516,0.000009072538,0.000005135415,0.000008963521,0.0007792054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4275239,"threshold_uncertainty_score":0.6229525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461225394167016,"score_gpt":0.3634372387641001,"score_spread":0.3288249848224299,"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."}}