{"id":"W1990490565","doi":"10.1177/0020872812444482","title":"Savings and family functioning since the 2008 recession: An exploratory study in Singapore","year":2012,"lang":"en","type":"article","venue":"International Social Work","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Recession; Group cohesiveness; Sample (material); Demographic economics; Exploratory research; Psychology; Family income; Social support; Economic growth; Economics; Business; Social psychology; 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":[0.0009730031,0.0002428656,0.0003419754,0.0008147047,0.001328147,0.0007190313,0.0003025346,0.0004518254,0.001123045],"category_scores_gemma":[0.001610948,0.0002898324,0.0004126006,0.001440247,0.0005519823,0.0007473429,0.001010597,0.0006637587,0.0002466694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010772,"about_ca_system_score_gemma":0.0009807802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04881792,"about_ca_topic_score_gemma":0.120477,"domain_scores_codex":[0.9995618,0.0001763252,0.00004828607,0.00003998454,0.00005118282,0.0001223217],"domain_scores_gemma":[0.998935,0.0001430728,0.0004488483,0.00004768404,0.0001385228,0.0002869346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000506774,0.00009665391,0.9893205,0.00001610594,0.00002317664,0.0001852808,0.007866988,0.00002358944,0.0001429861,0.0000198817,0.0001318721,0.002122254],"study_design_scores_gemma":[0.000001490382,0.0001146808,0.9854831,0.000009252516,0.000006163293,0.0001152496,0.01400863,0.00003688192,0.00002469548,0.000006329936,0.000189652,0.00000398642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997161,0.00003644726,0.000008048597,0.00002897684,7.753939e-7,0.000003679677,0.00007210242,3.13303e-7,0.0001334872],"genre_scores_gemma":[0.9994807,0.0001089729,0.00002784827,0.00003919296,0.000002001367,0.00001123829,0.0001566931,7.513247e-7,0.0001726284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04881792,"threshold_uncertainty_score":0.09706753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094334234465156,"score_gpt":0.2712712240941645,"score_spread":0.2403278817495129,"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."}}