{"id":"W1702576990","doi":"10.3968/6130","title":"Problems and Breakthroughs of Curriculum Reform in China","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Mindset; Variety (cybernetics); China; Curriculum theory; Constraint (computer-aided design); Process (computing); Emergent curriculum; Political science; Pedagogy; Curriculum mapping; Mathematics education; Sociology; Curriculum development; Engineering ethics; Psychology; Computer science; Engineering; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002708838,0.00004920525,0.0002043382,0.00008578972,0.0001904296,0.000001814327,0.0002125204,0.00004306418,0.000004518045],"category_scores_gemma":[0.001287565,0.00003517909,0.00001521167,0.0003676276,0.04212159,0.0002055216,0.0001028761,0.00006812839,5.186965e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890353,"about_ca_system_score_gemma":0.0001419034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009565526,"about_ca_topic_score_gemma":0.002076434,"domain_scores_codex":[0.9991224,0.00006411818,0.000236497,0.0001469948,0.0002026825,0.000227325],"domain_scores_gemma":[0.9995624,0.00009360984,0.0001131974,0.00006516853,0.0001411408,0.00002442092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000139449,0.00004251482,0.09252561,0.00003737578,0.000003097101,6.372713e-8,0.4063253,0.000007756138,0.00004911971,0.500125,0.00002605168,0.0008566715],"study_design_scores_gemma":[0.0001350413,0.00008933585,0.2260301,0.00007358933,0.000001324214,3.455486e-7,0.630109,0.0000168295,0.00002365487,0.1427176,0.0007428874,0.00006029033],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652206,0.0009504551,0.000001265427,0.001354516,0.0002505257,0.00007825976,0.000001122829,0.000003283672,0.03213993],"genre_scores_gemma":[0.9984994,0.001114634,0.0002411593,0.00004600948,0.00002598433,0.000008966559,1.672896e-7,9.577177e-7,0.00006274925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574074,"threshold_uncertainty_score":0.9970298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04698633887250514,"score_gpt":0.3993372347277964,"score_spread":0.3523508958552912,"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."}}