{"id":"W2118852275","doi":"10.1177/011719681202100302","title":"Transnationalism from Below: Evidence from Vietnam-Taiwan Cross-Border Marriages","year":2012,"lang":"en","type":"article","venue":"Asian and Pacific migration journal","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Transnationalism; Conceptualization; Gender studies; Sociology; Urbanization; Economic geography; Political science; Geography; Economic growth; Politics; Economics","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":[0.00208633,0.0001717043,0.0002294636,0.001231616,0.00277106,0.001561528,0.0005077699,0.0003242265,0.004131994],"category_scores_gemma":[0.006476391,0.0002114646,0.000135087,0.002735197,0.001763032,0.00146415,0.002635774,0.0007207391,0.0002437171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008320085,"about_ca_system_score_gemma":0.00133224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04039407,"about_ca_topic_score_gemma":0.06771387,"domain_scores_codex":[0.9988906,0.000614862,0.00007151286,0.0001138677,0.0001256837,0.0001834975],"domain_scores_gemma":[0.9955639,0.001602509,0.001489649,0.0002392913,0.0006654276,0.0004392821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007579364,0.0001024422,0.3639643,0.0002428796,0.0000388802,0.001338702,0.6062497,0.00003434761,0.0003262262,0.0027956,0.0006939377,0.0241371],"study_design_scores_gemma":[0.000004382551,0.00007276241,0.2431544,0.0002141996,0.00001638375,0.0004406248,0.7499616,0.00005540886,0.0001413875,0.0002362904,0.005694012,0.000008507895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962909,0.0005069227,0.00007716489,0.0002395328,0.00001045135,0.000008698455,0.00004540181,5.863334e-7,0.002820317],"genre_scores_gemma":[0.9981241,0.0008604222,0.00005055019,0.00009919633,0.000008384746,0.00001301155,0.00006610031,0.00000192637,0.0007763621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04039407,"threshold_uncertainty_score":0.08031791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973551759716977,"score_gpt":0.3498261469960388,"score_spread":0.330090629398869,"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."}}