{"id":"W2097763561","doi":"10.3138/jcfs.45.1.31","title":"The Changes in Mainland Chinese Families During the Social Transition: A Critical Analysis","year":2014,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear family; Cohabitation; Extended family; Context (archaeology); Mainland China; Family life; Family values; China; Population; Urbanization; Sociology; Industrialisation; Demographic economics; Economic growth; Development economics; Political science; Gender studies; Economics; Geography; Demography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001573066,0.0001004904,0.0003820812,0.0001027315,0.001941422,0.00009919941,0.000229908,0.0000359451,0.00000438515],"category_scores_gemma":[0.0003872069,0.00005141938,0.0001950797,0.0007892151,0.001043145,0.0001141519,0.00002188062,0.0002326013,0.000001822047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019127,"about_ca_system_score_gemma":0.00006225744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005705325,"about_ca_topic_score_gemma":0.008151105,"domain_scores_codex":[0.998232,0.0007645088,0.0003041641,0.00007926815,0.0004125521,0.0002074831],"domain_scores_gemma":[0.9976878,0.001616453,0.0001609662,0.00006229409,0.0004301901,0.00004235106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007405072,0.00008125212,0.03692341,0.00001396066,0.0008823551,0.000002372907,0.9423347,0.0002755785,0.00003208332,0.01833881,0.0007828385,0.0002585457],"study_design_scores_gemma":[0.0001872031,0.00002963306,0.5330045,0.00001080539,0.0001048849,5.793953e-7,0.4616259,0.0001869558,9.683874e-7,0.002092651,0.002695363,0.00006060595],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707967,0.001773396,0.0001836681,0.02418606,0.0004265142,0.00007896207,0.000003241999,0.000005707418,0.002545776],"genre_scores_gemma":[0.9974104,0.001406471,0.00004038422,0.0003352484,0.0005938763,0.000008343485,2.831047e-7,0.000002724858,0.0002023173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4960811,"threshold_uncertainty_score":0.9993579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028274736344411,"score_gpt":0.4257673047731471,"score_spread":0.365484557409703,"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."}}