{"id":"W2169241479","doi":"10.1525/aa.2005.107.2.281","title":"Population and Ethno‐Demography in Vietnam","year":2005,"lang":"en","type":"article","venue":"American Anthropologist","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Western University","funders":"","keywords":"Citation; Population; Genealogy; Demography; History; Sociology; Library science; Computer 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":[0.0003049248,0.00009362467,0.00009972632,0.001190634,0.001222951,0.0006493868,0.0002041329,0.0001186884,0.001342077],"category_scores_gemma":[0.0005715254,0.0001396355,0.00005627558,0.001951632,0.0007017432,0.0005313321,0.0005493883,0.0002448233,0.00007219648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727135,"about_ca_system_score_gemma":0.001605387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2263599,"about_ca_topic_score_gemma":0.271494,"domain_scores_codex":[0.9998308,0.00007083271,0.000008415768,0.00002040844,0.0000145556,0.000054891],"domain_scores_gemma":[0.9997308,0.0000767711,0.00004953667,0.000009447919,0.00003969795,0.00009369449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006636875,0.00007968125,0.7932097,0.0001602437,0.00003168966,0.001020442,0.1598225,0.0003947652,0.0008907954,0.006004211,0.00179692,0.0365226],"study_design_scores_gemma":[0.000003340835,0.00004129236,0.864807,0.0000810722,0.00001059654,0.0003403938,0.1231048,0.0002032448,0.000102854,0.0005073178,0.01078853,0.000009617463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959025,0.0006075489,0.00004743136,0.0002140485,0.000007492582,0.000005564537,0.0001416845,0.000001105332,0.003072572],"genre_scores_gemma":[0.9981205,0.0006604025,0.00004252307,0.00003610921,0.000005059528,0.000008585494,0.00007155906,0.000001044389,0.001054094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2263599,"threshold_uncertainty_score":0.4500847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012952904873858,"score_gpt":0.3439848345873312,"score_spread":0.3310319297134732,"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."}}