{"id":"W2388856382","doi":"","title":"The Current Situation and Major Problems of Chinese Education in Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Yunnan Normal University","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Chinese education; Political science; Pedagogy; Expression (computer science); Economic growth; Mathematics education; Public relations; Sociology; China; Psychology; Law; Computer science; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004707333,0.00003753576,0.00006663278,0.00008541159,0.00006687723,0.000009045168,0.0002813179,0.000009162772,0.00000296975],"category_scores_gemma":[0.00002895392,0.00002696584,0.00001801393,0.0001754342,0.00001745076,0.000336447,0.00004131537,0.0001372277,1.388188e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399531,"about_ca_system_score_gemma":0.001815622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09286307,"about_ca_topic_score_gemma":0.1586301,"domain_scores_codex":[0.9994976,0.0001323129,0.0001412105,0.00004677137,0.000119892,0.00006223065],"domain_scores_gemma":[0.9994594,0.00005223863,0.000235721,0.00008759768,0.0001113031,0.0000537735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002770977,0.0001679907,0.6129482,0.00002409116,0.00001297483,0.000003906747,0.01019493,0.00002644436,0.0000589687,0.006211655,0.0003029794,0.3700202],"study_design_scores_gemma":[0.0001681537,0.00002946158,0.994997,0.00002327003,0.000003764227,0.00001202129,0.0003296296,0.0003068242,0.0000390205,0.0009224368,0.003132167,0.0000363133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817393,0.0001875718,0.01632438,0.0002885348,0.0006006313,0.00003789401,3.145524e-7,0.000001609307,0.0008196951],"genre_scores_gemma":[0.9928315,0.00006879114,0.007005765,0.00001152763,0.00001737762,3.642793e-8,1.15012e-7,8.992596e-7,0.00006403294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3820488,"threshold_uncertainty_score":0.9131776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547017909163981,"score_gpt":0.2471103602753539,"score_spread":0.2316401811837141,"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."}}