{"id":"W7096005398","doi":"","title":"238Copyright © Canadian Academy of Oriental and Occidental Culture Student Evaluation of Lecturer Performance Among Private University Students","year":2012,"lang":"en","type":"article","venue":"","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Higher education; Class (philosophy); Graduate students","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":[0.00181973,0.0002784788,0.0004219403,0.001220736,0.002629337,0.002215808,0.0005815937,0.0004386787,0.01656045],"category_scores_gemma":[0.005738653,0.0001487586,0.0002828575,0.001106903,0.0007176519,0.0005879609,0.001315023,0.0006582079,0.002731472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003245424,"about_ca_system_score_gemma":0.005000228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1328474,"about_ca_topic_score_gemma":0.292916,"domain_scores_codex":[0.9982863,0.0003221582,0.0001207486,0.000103252,0.0007760707,0.0003914752],"domain_scores_gemma":[0.9886456,0.001076551,0.0008490453,0.0003742527,0.005176159,0.003878509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009356589,0.001491086,0.8906236,0.00009159655,0.00007127977,0.0003359309,0.02343021,0.0001035572,0.003801037,0.0002950401,0.01183279,0.06698816],"study_design_scores_gemma":[0.00001324716,0.0003322679,0.9690965,0.00002695805,0.00001050012,0.00005717025,0.02560266,0.00007751846,0.0006884973,0.00002149328,0.004054313,0.00001884523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990553,0.0000557465,0.0000276371,0.0001744536,0.00004054793,0.00002868697,0.0002002885,0.000008700193,0.008911044],"genre_scores_gemma":[0.9884503,0.00009367485,0.0001120586,0.00008114609,0.00002100712,0.00004007086,0.0002524397,0.00001015523,0.0109392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328474,"threshold_uncertainty_score":0.2641484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375163458094828,"score_gpt":0.3499230430910045,"score_spread":0.3161714085100563,"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."}}