{"id":"W7161795509","doi":"10.82308/50108","title":"Students' conceptions of learning and their correspondence to learning in western universities: a study of Chinese graduate students","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainland China; Graduate students; Context (archaeology); Multivariate analysis of variance; China; Test (biology); Mainland","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":[0.003073777,0.0002032785,0.000453686,0.0005259383,0.0003596773,0.0001064948,0.0006263499,0.0001194393,0.0001036102],"category_scores_gemma":[0.001100869,0.0001902354,0.00004822298,0.0005674209,0.00007092755,0.0004132782,0.0001035912,0.0006049066,0.000008041935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410923,"about_ca_system_score_gemma":0.0002641772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01264014,"about_ca_topic_score_gemma":0.07507803,"domain_scores_codex":[0.9957722,0.001829805,0.0004667726,0.0003381822,0.001402415,0.0001905745],"domain_scores_gemma":[0.9978989,0.0008955518,0.0006874571,0.0001217158,0.0003145244,0.00008183302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001070167,0.0003637967,0.5624421,0.00001571832,0.00003987949,0.00000163493,0.4351945,0.0006129116,0.00004886389,0.00002763463,0.00000416074,0.001141807],"study_design_scores_gemma":[0.0004231964,0.0004228866,0.4781516,0.0001283795,0.00002550071,9.35201e-8,0.5205537,0.00001125423,0.000002803385,0.00001934345,0.0001579704,0.0001031724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955517,0.00004968974,0.00001789306,0.00009276703,0.0001518751,0.0007838459,0.000001585069,0.00004606987,0.003304586],"genre_scores_gemma":[0.9473878,0.0000992897,0.00003684182,0.00001271612,0.00002137256,0.0000109608,0.00001746441,0.00001294634,0.05240066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08535923,"threshold_uncertainty_score":0.9939348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06964199228895004,"score_gpt":0.4797652857116776,"score_spread":0.4101232934227276,"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."}}