{"id":"W2056196528","doi":"10.5539/ies.v3n1p58","title":"ASIAN MEGATRENDS AND MANAGEMENT EDUCATION OF OVERSEAS CHINESE","year":2010,"lang":"en","type":"article","venue":"International Education Studies","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Urbanization; Consumerism; Economic growth; Ethnic group; Politics; Political science; Chinese education; Business; Economics","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":[0.0006974536,0.00007126417,0.00006299988,0.0004421186,0.001100779,0.001263423,0.0001589254,0.0002520324,0.006436001],"category_scores_gemma":[0.0009288627,0.00005415064,0.00007984567,0.0008136569,0.001040524,0.0009313267,0.001556633,0.0005055734,0.0001506596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002218358,"about_ca_system_score_gemma":0.004853196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536044,"about_ca_topic_score_gemma":0.04046771,"domain_scores_codex":[0.9995765,0.0001188868,0.00001737252,0.00003322454,0.00005820754,0.0001958448],"domain_scores_gemma":[0.9990745,0.0001136785,0.0002365757,0.00003720423,0.00006542305,0.0004727448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008381318,0.0005135981,0.411114,0.0003873853,0.00004704467,0.001119575,0.1242727,0.001472729,0.003167401,0.1993278,0.01393711,0.2445568],"study_design_scores_gemma":[0.00001823025,0.0001924328,0.784168,0.0003091761,0.0000183912,0.000221219,0.07335376,0.001140404,0.0008152916,0.01080553,0.1289394,0.00001826303],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472067,0.001415441,0.0002560132,0.006702092,0.000039609,0.00001545656,0.00003082722,0.00001248083,0.04432135],"genre_scores_gemma":[0.9953178,0.000765281,0.00007873175,0.0002433941,0.00001578922,0.000006398743,0.00001537886,0.00000133692,0.003555917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536044,"threshold_uncertainty_score":0.03054208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177592710554362,"score_gpt":0.4128728465271858,"score_spread":0.3951135754717496,"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."}}