{"id":"W2160345150","doi":"10.1080/13621025.2012.683259","title":"When talent meets mobility: un/desirability in Singapore's new citizenship project","year":2012,"lang":"en","type":"article","venue":"Citizenship Studies","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Citizenship; State (computer science); Elite; Gateway (web page); China; Sociology; Political science; Political economy; Public relations; Law; Politics","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":[0.006854956,0.0004355203,0.0003294368,0.0006375159,0.01263983,0.008770088,0.0008346706,0.001611894,0.003218373],"category_scores_gemma":[0.00574325,0.0002379486,0.0002268802,0.0006556988,0.01457473,0.006821399,0.01140004,0.004321849,0.0003955384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003578614,"about_ca_system_score_gemma":0.003035746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555214,"about_ca_topic_score_gemma":0.009668399,"domain_scores_codex":[0.9942743,0.004328348,0.0001160442,0.0001888994,0.0005153543,0.0005769943],"domain_scores_gemma":[0.9952355,0.00172067,0.0004676059,0.0003942745,0.0004294767,0.001752518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002673815,0.00005588387,0.004053304,0.00004651761,0.000007549613,0.0009994948,0.9411058,0.00004483002,0.0004479183,0.03592746,0.006837205,0.01044731],"study_design_scores_gemma":[0.000007690763,0.0001149125,0.004803563,0.00008170087,0.000008506357,0.0004499239,0.8635953,0.0002270309,0.0007248054,0.007275738,0.1226805,0.0000302631],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973333,0.0003521718,0.001383387,0.02424541,0.0002055099,0.00006060927,0.00003866027,0.00003373405,0.07634728],"genre_scores_gemma":[0.9907699,0.000144044,0.0002508315,0.0006556312,0.00002238459,0.00003327175,0.00001618825,0.00001698066,0.008090744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01263983,"threshold_uncertainty_score":0.03625286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1700800746052985,"score_gpt":0.3842878577831125,"score_spread":0.214207783177814,"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."}}