{"id":"W2103903568","doi":"","title":"Investigation into the Perceptions of Students, Parents, and Teachers in China’s Education Reform in Grades 7 and 8","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Perception; China; Curriculum; Psychology; Pedagogy; Quality (philosophy); Professional development; Mathematics education; Medical education; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004013313,0.0002107267,0.000366966,0.0009216891,0.003158557,0.002063378,0.0004381957,0.0008030135,0.001662791],"category_scores_gemma":[0.006041506,0.0003227471,0.0003288234,0.000973304,0.001692281,0.001312315,0.001458569,0.001277615,0.000130451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003054363,"about_ca_system_score_gemma":0.003332791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03822539,"about_ca_topic_score_gemma":0.0484768,"domain_scores_codex":[0.9975933,0.0008264949,0.0001645357,0.0001312882,0.000570139,0.0007142049],"domain_scores_gemma":[0.9954347,0.0008083381,0.001716165,0.0001238023,0.0007780601,0.001138896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006687704,0.000158345,0.6708421,0.00004837066,0.00002065912,0.0005161471,0.3164934,0.00003204535,0.0007887495,0.0006103811,0.0004980539,0.009924892],"study_design_scores_gemma":[0.000006322269,0.0001475326,0.4912137,0.00005166125,0.00001168717,0.0001106323,0.5054482,0.0000792729,0.0002111395,0.00007362507,0.002630474,0.00001578836],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992015,0.00005514194,0.00001101335,0.0002195535,0.000004382069,0.000004702009,0.000006143335,4.068247e-7,0.0004972031],"genre_scores_gemma":[0.9995453,0.00007612076,0.00001391435,0.00009345884,0.000003547912,0.000007007663,0.00001151055,3.69958e-7,0.0002488298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03822539,"threshold_uncertainty_score":0.07600576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1688806192819547,"score_gpt":0.5668002613709608,"score_spread":0.3979196420890062,"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."}}