{"id":"W1487453451","doi":"10.3968/j.css.1923669720120804.3022","title":"Student Evaluation of Lecturer Performance Among Private University Students","year":2012,"lang":"en","type":"article","venue":"Canadian social science","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TUTOR; Subject (documents); Variance (accounting); Multilevel model; Medical education; Psychology; Mathematics education; Medicine; Computer science; Library science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001920571,0.0001990161,0.0002187642,0.000711935,0.0002736147,0.0007942875,0.000203935,0.0002535494,0.001917094],"category_scores_gemma":[0.005842985,0.0001151546,0.0002609382,0.0004145832,0.000240389,0.0003199421,0.0004624825,0.0003119028,0.0005551743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004669736,"about_ca_system_score_gemma":0.0003678935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351291,"about_ca_topic_score_gemma":0.001841074,"domain_scores_codex":[0.9984576,0.0004829097,0.0001471204,0.0001288546,0.0005895061,0.0001940254],"domain_scores_gemma":[0.9933928,0.001515493,0.001934353,0.0002885724,0.001469161,0.001399702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001607087,0.0003271574,0.9820426,0.00001725713,0.00003374512,0.00008033816,0.00147162,0.0001179992,0.001703086,0.00002455881,0.0001960369,0.0138248],"study_design_scores_gemma":[0.000003175124,0.0004915693,0.9969873,0.000006072098,0.000007584312,0.00008884189,0.00123468,0.0003258602,0.0006389382,0.00001271418,0.0001953902,0.000007821051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996637,0.0000156835,0.00004057111,0.00001176309,0.000001538672,0.000003139564,0.00001537313,0.000002221468,0.0002460552],"genre_scores_gemma":[0.9995407,0.00002374678,0.00005330684,0.000004710361,0.000003141349,0.000003338162,0.00003196174,8.226521e-7,0.0003382987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001920571,"threshold_uncertainty_score":0.01015705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787210743040776,"score_gpt":0.3443418470892474,"score_spread":0.3164697396588396,"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."}}