{"id":"W2596324979","doi":"10.3138/jcfs.39.3.331","title":"The Significance of Cross-Border Marriage in a Low Fertility Society: Evidence from Taiwan","year":2008,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Immigration; Mainland China; Demography; Population; China; Mainland; Total fertility rate; Geography; Demographic economics; Political science; Sociology; Economics; Family planning; Research methodology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006654,0.0001054425,0.0001835503,0.001114743,0.0006085742,0.0006125289,0.0003423873,0.0002931067,0.0019491],"category_scores_gemma":[0.00378173,0.0001149966,0.0002306523,0.001497354,0.0008402214,0.0004407566,0.0007445138,0.0003673359,0.0001168832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003615326,"about_ca_system_score_gemma":0.0005252868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02805716,"about_ca_topic_score_gemma":0.04488404,"domain_scores_codex":[0.9995983,0.0001804566,0.000041717,0.00005617481,0.00005109651,0.00007225182],"domain_scores_gemma":[0.996621,0.001021294,0.001375573,0.0002276556,0.0002966704,0.0004577955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004903219,0.00002416354,0.9936367,0.00002665041,0.0000518022,0.0002294863,0.00257608,0.00002293228,0.00006302629,0.0001624402,0.00008225,0.003075558],"study_design_scores_gemma":[0.000004850554,0.00007702034,0.9917964,0.00002663555,0.00003136591,0.0002324928,0.007268914,0.00007841826,0.00004066939,0.00005070026,0.0003885223,0.000004056672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990237,0.0002732206,0.00001336506,0.00009684955,0.000001821888,0.000001536645,0.00004537845,3.550342e-7,0.0005439424],"genre_scores_gemma":[0.9995791,0.0002636405,0.000008338182,0.00002110746,0.000003384458,0.000001450842,0.00005653737,3.260423e-7,0.00006609454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02805716,"threshold_uncertainty_score":0.05578768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2041067742233678,"score_gpt":0.4745536882770843,"score_spread":0.2704469140537166,"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."}}