{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004985434,0.0003786674,0.0007001777,0.0002008134,0.0006870377,0.0000968071,0.0004916301,0.0002376565,0.0003228408],"category_scores_gemma":[0.003261253,0.0003831424,0.0001706082,0.00042764,0.001120752,0.0002341673,0.0002861585,0.0003622375,0.0001843513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503773,"about_ca_system_score_gemma":0.0005594887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006982516,"about_ca_topic_score_gemma":0.000829087,"domain_scores_codex":[0.9960973,0.000641886,0.0007474795,0.0006323929,0.0005422654,0.001338693],"domain_scores_gemma":[0.9976107,0.001219687,0.0002344732,0.0004662502,0.0001563853,0.0003125456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003222024,0.0001004859,0.7793304,0.00006712176,0.000223746,0.00000669623,0.1669017,8.264215e-7,0.0000131268,0.01406687,0.03296817,0.006288673],"study_design_scores_gemma":[0.001498651,0.00005959486,0.6029621,0.0001809733,0.00009763717,0.000005647754,0.1214399,0.000001734093,0.000397446,0.2505654,0.02163364,0.001157327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299314,0.004636783,0.000008632403,0.007405679,0.00167977,0.00128701,0.00000909091,0.0003042761,0.05473737],"genre_scores_gemma":[0.992807,0.0004213247,0.002483306,0.0005329349,0.0008038738,0.0001622839,0.000006656652,0.0000370682,0.002745586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364985,"threshold_uncertainty_score":0.9998621,"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."}}