{"id":"W2290809470","doi":"","title":"Expansion and Equality in Access to Chinese Higher Education: A Cultural Perspective","year":2011,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Elitism; Construct (python library); Sociology; Government (linguistics); Higher education; Multidisciplinary approach; Indigenous; Public policy; Political science; Social science; Geography; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002563275,0.0002167399,0.0002794091,0.002164561,0.005474677,0.003511677,0.0007375484,0.0005298809,0.002281361],"category_scores_gemma":[0.002470182,0.0001517397,0.0003197531,0.003087159,0.007713328,0.002537255,0.003458202,0.0009429794,0.00004409238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023118,"about_ca_system_score_gemma":0.006515433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08419023,"about_ca_topic_score_gemma":0.1065949,"domain_scores_codex":[0.9978737,0.0007897221,0.0001130912,0.0001921334,0.0004809998,0.0005502867],"domain_scores_gemma":[0.9984152,0.0006842216,0.0003319267,0.0001136309,0.0002257247,0.0002291591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001057082,0.0001310548,0.2463768,0.0003020989,0.0001011533,0.002253199,0.4409035,0.001057151,0.002119624,0.242407,0.001041842,0.06320085],"study_design_scores_gemma":[0.00001555625,0.0001444198,0.5744811,0.0003082208,0.00008108792,0.0006961605,0.3656434,0.002418688,0.001261681,0.0272884,0.02757482,0.00008645984],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692525,0.0009410918,0.0003844373,0.002800678,0.00002239788,0.00001354164,0.00002503874,0.000002116228,0.02655829],"genre_scores_gemma":[0.9990895,0.0002888139,0.00007164063,0.00009418913,0.000008644982,0.000004137309,0.000006705946,6.38729e-7,0.000435689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08419023,"threshold_uncertainty_score":0.1674004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360881340201374,"score_gpt":0.367969239327898,"score_spread":0.3318811053077607,"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."}}