{"id":"W2151417280","doi":"10.1177/097172180701300101","title":"Redefining the Brain Drain","year":2008,"lang":"en","type":"article","venue":"Science Technology and Society","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Brain drain; Modernization theory; Mainland China; Government (linguistics); Diaspora; Political science; Mainland; Order (exchange); Silicon valley; Economic growth; Business; Geography; Economics; Finance; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004145502,0.0003466853,0.0004776519,0.001750775,0.004742867,0.005603618,0.000836486,0.00143397,0.006331369],"category_scores_gemma":[0.008786768,0.0001564452,0.0002583887,0.002739584,0.01453142,0.007379351,0.008457479,0.002541406,0.0005571428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004710838,"about_ca_system_score_gemma":0.01227128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02758157,"about_ca_topic_score_gemma":0.04451763,"domain_scores_codex":[0.9963205,0.001942859,0.00009255188,0.0002496319,0.0005172167,0.0008772014],"domain_scores_gemma":[0.9962776,0.00133394,0.0005370499,0.0003377653,0.0005872487,0.0009263043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008564273,0.0001061192,0.0695165,0.0003072335,0.00004251847,0.0006547843,0.1530326,0.0003283619,0.0006521575,0.5720248,0.04573656,0.1575128],"study_design_scores_gemma":[0.00003862662,0.0001613915,0.05973646,0.001340941,0.0000306334,0.0005786486,0.2016514,0.001113688,0.0007747377,0.2418276,0.4926795,0.00006641135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5796703,0.006050068,0.006743464,0.1898067,0.001015764,0.0000789181,0.0002659993,0.00007514578,0.2162937],"genre_scores_gemma":[0.9739319,0.001922736,0.001075385,0.01133582,0.0001979513,0.00005796913,0.00004698142,0.00002723342,0.01140392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9952571,"threshold_uncertainty_score":0.05484205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550311612906786,"score_gpt":0.2912636795518591,"score_spread":0.2657605634227913,"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."}}