{"id":"W2986156815","doi":"","title":"Comparative Education and Teacher Education in Singapore and Hong Kong:Comparisons over Time as well as Place","year":2015,"lang":"en","type":"article","venue":"Comparative Education Review","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comparative education; China; Beijing; Political science; Comparative research; Education policy; Social science; Sociology; Higher education; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007479015,0.0002917755,0.0005817384,0.0001596562,0.0003195276,0.000207727,0.0002124927,0.0001133752,0.001231392],"category_scores_gemma":[0.000551899,0.0002737699,0.00005295624,0.000657096,0.0003561522,0.0006919655,0.00004855062,0.0002697181,0.001299772],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052928,"about_ca_system_score_gemma":0.006965674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004989734,"about_ca_topic_score_gemma":0.001338417,"domain_scores_codex":[0.9974443,0.0008938337,0.0005036499,0.0005058199,0.0003620638,0.0002903163],"domain_scores_gemma":[0.9978678,0.0001438161,0.000374859,0.0002530791,0.000816567,0.0005438568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001649241,0.001483597,0.005346577,0.0001536618,0.00001638919,1.190031e-7,0.0744025,0.000003000848,0.00003052637,0.009791058,0.9014701,0.007285996],"study_design_scores_gemma":[0.0002373794,0.0000391038,0.02509088,0.001271738,0.0000619612,0.00001140904,0.07550033,0.00003110168,0.00002218948,0.0005588895,0.89684,0.000334996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6060026,0.1231307,0.00000343904,0.009809866,0.001523916,0.00208196,0.000003404357,0.00006046201,0.2573836],"genre_scores_gemma":[0.9068428,0.008493465,0.0008394205,0.004890763,0.0005000792,0.0003649005,0.0002158537,0.00001679924,0.07783592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3008402,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08605129582020936,"score_gpt":0.4612537869509791,"score_spread":0.3752024911307697,"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."}}