{"id":"W2130075216","doi":"10.1017/s0144686x13000913","title":"Living arrangements and loneliness of South Asian immigrant seniors in Edmonton, Canada","year":2013,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Athabasca University","funders":"","keywords":"Loneliness; Spouse; Feeling; Immigration; Psychology; Gerontology; Medicine; Sociology; Social psychology; 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":[0.0003871004,0.0001891645,0.0002589505,0.0008920574,0.003029799,0.0009497626,0.0004487284,0.0002132429,0.002038062],"category_scores_gemma":[0.000911947,0.0001263455,0.0001990106,0.001374856,0.000678496,0.0002803628,0.001041746,0.0003829899,0.0001344062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005098647,"about_ca_system_score_gemma":0.005725196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9462511,"about_ca_topic_score_gemma":0.9833744,"domain_scores_codex":[0.9997762,0.00003055409,0.00001411004,0.00002253936,0.00006434743,0.00009231958],"domain_scores_gemma":[0.9992225,0.00003970207,0.000123618,0.00001294227,0.0002559832,0.0003451671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006682407,0.00005136656,0.9769124,0.00004267191,0.00002302084,0.0003828433,0.01422537,0.00003951571,0.0002863205,0.0001055589,0.0007436678,0.007120464],"study_design_scores_gemma":[0.000003603841,0.00003521808,0.9739727,0.00004352349,0.000008695472,0.00009229287,0.02495895,0.00005042539,0.00003214928,0.00001750558,0.00077607,0.000008828709],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987809,0.0001335557,0.000008833188,0.00007272371,0.000005258857,0.000005531807,0.0001273299,9.572306e-7,0.0008649169],"genre_scores_gemma":[0.9990834,0.0001758962,0.00002475476,0.00004701129,0.000002081373,0.000004029159,0.000110323,7.761221e-7,0.0005517404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05374891,"threshold_uncertainty_score":0.1081308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005131264197479873,"score_gpt":0.2169188448045906,"score_spread":0.2117875806071108,"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."}}