{"id":"W173622560","doi":"10.1023/a:1025156501588","title":"Correcting Cross-Cultural Stereotypes: Aging in Shanghai and Canada","year":2003,"lang":"en","type":"article","venue":"Journal of Cross-Cultural Gerontology","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; Health Canada","keywords":"Mainland China; Quality of life (healthcare); Poverty; Psychology; China; Life satisfaction; Social support; Gerontology; Medicine; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001124833,0.0003224372,0.0007676565,0.0001614567,0.0003128142,0.0003015024,0.0003902067,0.000314443,0.0005606964],"category_scores_gemma":[0.0010062,0.0002398535,0.0001239485,0.0001867491,0.0008872729,0.000829631,0.00006654768,0.00116586,0.00001492952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736645,"about_ca_system_score_gemma":0.0003400391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1216631,"about_ca_topic_score_gemma":0.4358741,"domain_scores_codex":[0.9967365,0.0005085302,0.000994073,0.0004229219,0.000337365,0.001000558],"domain_scores_gemma":[0.9976261,0.0004408723,0.0005490339,0.0002383143,0.0008764428,0.0002692433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003730094,0.00008293983,0.978474,0.00003561775,0.0001757781,0.001153,0.006275468,0.000032062,0.0002269473,0.001806262,0.004147129,0.007217817],"study_design_scores_gemma":[0.006973468,0.0006784467,0.9080087,0.0001461314,0.00006395452,0.02924898,0.02624851,0.00004248831,0.0006358236,0.0004895398,0.02665518,0.0008087945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790857,0.004225012,0.00002956976,0.0007639548,0.002742473,0.0001267805,0.000005517433,0.00001800006,0.01300292],"genre_scores_gemma":[0.9928768,0.00001702768,0.0002447504,0.0003800648,0.0002428406,0.000007804968,0.000003138756,0.00002170269,0.006205902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.314211,"threshold_uncertainty_score":0.9780943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05927686498900508,"score_gpt":0.426554096071808,"score_spread":0.3672772310828029,"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."}}