{"id":"W2168689113","doi":"10.5539/ies.v3n4p26","title":"A Review of Educational Reform – New Senior Secondary (NSS) Education in Hong Kong","year":2010,"lang":"en","type":"review","venue":"International Education Studies","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Managerialism; Government (linguistics); Political science; Education reform; Public administration; Pedagogy; Sociology; Mathematics education; Primary education; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001345584,0.0004082721,0.001356259,0.001010241,0.0002199249,0.00008430934,0.0008657534,0.0003292916,0.001936372],"category_scores_gemma":[0.003609595,0.0003763452,0.0004318318,0.0009907121,0.0002744275,0.0005086797,0.0001107891,0.0006452015,0.0002667608],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192426,"about_ca_system_score_gemma":0.05329858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008496998,"about_ca_topic_score_gemma":0.00296103,"domain_scores_codex":[0.9963702,0.000373703,0.001714301,0.0005370986,0.0006914792,0.0003132432],"domain_scores_gemma":[0.9942427,0.0006797659,0.001666041,0.0004706143,0.002720269,0.000220623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001324812,0.0003155724,0.0003803761,0.01736259,0.0001404764,6.960425e-8,0.003657663,1.694001e-8,9.590075e-8,0.04024159,0.1262802,0.8116201],"study_design_scores_gemma":[0.00006259197,0.000006682023,0.0002120346,0.08387936,0.0001286914,0.00001211662,0.006280284,3.205232e-8,1.800337e-7,0.00168821,0.9074348,0.0002950774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003471052,0.8870807,0.000001146058,0.01172713,0.01808476,0.001024428,0.00005059914,0.00002072841,0.08197585],"genre_scores_gemma":[0.00002153747,0.9385415,0.0006730839,0.00114894,0.005268113,0.0006126135,0.0003179232,0.00004031097,0.05337593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.811325,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092913676095716,"score_gpt":0.5319007530711589,"score_spread":0.4226093854615873,"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."}}