{"id":"W2366094545","doi":"","title":"From Imbalanced Popularization to Balanced Popularization:Policies for Promoting Balanced Development of Higher Education in Canada","year":2013,"lang":"en","type":"article","venue":"Fudan jiaoyu luntan","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; China; Economic growth; Political science; Education policy; Development economics; 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":[0.0001960437,0.0001652946,0.0002630939,0.0001088404,0.0002527871,0.00006633981,0.000279352,0.00007887992,0.0004326922],"category_scores_gemma":[0.0001256839,0.0001788196,0.00002753675,0.0005960505,0.00002427109,0.0002795556,0.00003224835,0.00007419084,0.00002084767],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626971,"about_ca_system_score_gemma":0.007184697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8036704,"about_ca_topic_score_gemma":0.7732107,"domain_scores_codex":[0.9981068,0.00007170694,0.0006095119,0.0003305887,0.0004748173,0.0004065778],"domain_scores_gemma":[0.9989666,0.00005529323,0.0002902504,0.0001959753,0.0003146345,0.0001771898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002708208,0.0002047781,0.8737435,0.0000670265,0.00003508274,3.25396e-7,0.06980823,0.00008841362,0.007906283,0.006611188,0.01673067,0.02477744],"study_design_scores_gemma":[0.0003637739,0.00001222353,0.9256993,0.0001470508,0.000005657629,7.244163e-8,0.004994163,0.00003025838,0.002718086,0.001582123,0.06415881,0.0002884896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897475,0.00005520464,0.0008936728,0.004210674,0.001574082,0.001363551,0.00002928699,0.00003588321,0.002090166],"genre_scores_gemma":[0.9721606,0.000005082919,0.02120106,0.0009737494,0.0003878777,0.0005168564,0.0002863362,0.00002137514,0.004447059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06481407,"threshold_uncertainty_score":0.9984437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139087829582081,"score_gpt":0.2903408855175245,"score_spread":0.2789500072217037,"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."}}