{"id":"W2601080652","doi":"10.3138/jcfs.37.4.583","title":"The Elderly and Family Change in Asia with a Focus in Iran: A Sociological Assessment","year":2006,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Poverty; Economic growth; Sociology; Phenomenon; Family life; Development economics; Political science; Psychology; Economics; Social psychology; Socioeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127267,0.0001202357,0.0003646351,0.00009629662,0.0003873972,0.00007631056,0.0001392865,0.00004466988,6.923834e-7],"category_scores_gemma":[0.00002920449,0.00006849905,0.00005202045,0.0002096147,0.0004451959,0.0001830565,0.00003638632,0.000269867,3.941187e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355579,"about_ca_system_score_gemma":0.0001060669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007775536,"about_ca_topic_score_gemma":0.02805927,"domain_scores_codex":[0.9984942,0.0003872068,0.0003887576,0.0001151707,0.0003843157,0.0002303536],"domain_scores_gemma":[0.998895,0.0005362515,0.0002325899,0.00004343916,0.0002629925,0.00002965136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003481401,0.0003451268,0.5261515,0.00001359459,0.0003101463,0.0001786333,0.08616703,0.0007807698,0.0007953296,0.3767722,0.003739155,0.004398338],"study_design_scores_gemma":[0.000573559,0.0005385433,0.8783724,0.0001033065,0.000010825,0.000002753316,0.1092643,0.0002936769,0.000001980087,0.008446735,0.002286218,0.0001057967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975441,0.01252558,0.00009387415,0.002413507,0.0001724381,0.000189107,0.000001763614,0.000003515048,0.009159214],"genre_scores_gemma":[0.9971557,0.002013847,0.0003489357,0.0001110297,0.0002654275,0.00002864613,2.973776e-7,0.000003528484,0.00007258711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3683255,"threshold_uncertainty_score":0.9896761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003348931963844,"score_gpt":0.3988773461223933,"score_spread":0.2985424529260089,"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."}}