{"id":"W1503995583","doi":"","title":"Voices of Students, Parents, and Teachers in China's Secondary Education Reform.","year":2006,"lang":"en","type":"article","venue":"International electronic journal for leadership in learning","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"China; Pedagogy; Psychology; Sociology; Mathematics education; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001867331,0.00008506193,0.0001264857,0.0002845752,0.0001533786,0.00009940106,0.0002694214,0.0000705323,0.0000555277],"category_scores_gemma":[0.0003679701,0.00008006937,0.00005191664,0.000147045,0.00009298003,0.0005212504,0.00001569571,0.0005749604,0.000001065301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342863,"about_ca_system_score_gemma":0.001112235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119985,"about_ca_topic_score_gemma":0.009175209,"domain_scores_codex":[0.9985351,0.0001167675,0.0003811792,0.0001280499,0.0004244653,0.0004144319],"domain_scores_gemma":[0.9994748,0.00008905153,0.0002402684,0.00003199116,0.0001218796,0.00004202286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008618909,0.0003299215,0.5188379,0.00003811198,0.00004306226,7.562327e-7,0.02670934,0.0005853124,0.000101965,0.4351026,0.000194719,0.01797014],"study_design_scores_gemma":[0.001229854,0.0002061443,0.4796207,0.0003655084,0.00001094474,0.00002059736,0.3156223,0.00006752094,0.00006113361,0.09805739,0.1044919,0.0002459679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816098,0.001839322,0.00004081458,0.0045954,0.0005024417,0.0001303787,0.000001841249,0.000007451465,0.01127257],"genre_scores_gemma":[0.9936035,0.0004242742,0.00007772732,0.00007578725,0.0003270065,0.00001754165,0.00001984782,0.000008076671,0.005446222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370452,"threshold_uncertainty_score":0.9953846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240844065136782,"score_gpt":0.3574185037850183,"score_spread":0.3250100631336505,"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."}}