{"id":"W2331437285","doi":"10.5509/2013861031","title":"Becoming a Migrant: Vietnamese Emigration to East Asia","year":2013,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Western University","funders":"","keywords":"Emigration; Vietnamese; Political science; East Asia; Geography; Development economics; China; Economics; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003346229,0.0001139673,0.0001275231,0.0001007763,0.0004359589,0.0002063662,0.0001824734,0.00009232141,0.001712039],"category_scores_gemma":[0.0001755901,0.0001096355,0.00006680821,0.0004841647,0.00008220678,0.0002993732,0.00002119841,0.00009857863,0.001699963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005948,"about_ca_system_score_gemma":0.00008466255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528095,"about_ca_topic_score_gemma":0.0340279,"domain_scores_codex":[0.9988016,0.0001185514,0.0002007155,0.0002306244,0.0003215043,0.0003270215],"domain_scores_gemma":[0.9993041,0.0000377869,0.00006352468,0.0001920236,0.0001408627,0.0002617661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001330078,0.0001090486,0.004122912,0.00001403916,0.00002218342,0.000002998027,0.8516696,0.0000960331,0.001846075,0.05261345,0.0674955,0.02199487],"study_design_scores_gemma":[0.0001330782,0.00002452344,0.0008297706,0.00001935974,0.000007077176,7.170041e-7,0.8908421,0.001986526,0.00002146594,0.0005533659,0.1053709,0.0002111012],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1696398,0.00009256817,0.005076078,0.01805028,0.0007141466,0.00125654,0.00002179186,0.0003917493,0.8047571],"genre_scores_gemma":[0.9853593,0.00001859771,0.001270253,0.00007123062,0.0001656888,0.0000783757,0.00001350032,0.00001290452,0.01301018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8157194,"threshold_uncertainty_score":0.9992005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501977175480311,"score_gpt":0.2636626663701256,"score_spread":0.2486428946153225,"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."}}