{"id":"W3015121760","doi":"10.3968/11420","title":"Universal Reasons for Low Participation in Chinese and Western Undergraduate Classrooms","year":2019,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"China; Class (philosophy); Mathematics education; Pedagogy; Psychology; Sociology; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003088739,0.0003008432,0.0004547631,0.001301614,0.003263667,0.002910496,0.0008413265,0.0008378868,0.003668889],"category_scores_gemma":[0.008807042,0.0002569859,0.0002557956,0.00102484,0.00294503,0.001161464,0.003233665,0.001161698,0.0002694509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032237,"about_ca_system_score_gemma":0.002488837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737447,"about_ca_topic_score_gemma":0.02678874,"domain_scores_codex":[0.9956934,0.001188381,0.0003362058,0.0004509437,0.001324739,0.001006292],"domain_scores_gemma":[0.9930055,0.001936157,0.001763538,0.0003916291,0.000889523,0.002013812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009822642,0.0002148129,0.5214186,0.0002085236,0.00004138826,0.001407902,0.4390575,0.00003420028,0.002731372,0.001825411,0.001839866,0.03112214],"study_design_scores_gemma":[0.000008484467,0.0001282698,0.4480502,0.0001915449,0.00002933785,0.0007128993,0.5426004,0.000178923,0.0005621217,0.000669039,0.006824122,0.0000446522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966737,0.0001561206,0.0001156861,0.0005971316,0.00001704867,0.00001613566,0.00002361755,0.0000059817,0.002394703],"genre_scores_gemma":[0.9991571,0.00008152766,0.00004705611,0.0001280537,0.000006570624,0.00001435882,0.00002094786,0.000003134561,0.0005413212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01737447,"threshold_uncertainty_score":0.03454667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524180333896819,"score_gpt":0.4414737640296639,"score_spread":0.4062319606906957,"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."}}