{"id":"W1998297688","doi":"10.5539/ies.v4n1p44","title":"A Case Study of Student Evaluation of Teaching in University","year":2011,"lang":"en","type":"article","venue":"International Education Studies","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course evaluation; Psychology; Affect (linguistics); Data collection; Medical education; Evaluation methods; Mathematics education; Higher education; Teaching method; Engineering; Medicine; Statistics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005327648,0.0004840105,0.0004900596,0.001602837,0.005545897,0.002646724,0.001605898,0.002589978,0.00339991],"category_scores_gemma":[0.02065285,0.0003678661,0.000638518,0.001393285,0.001881545,0.001230657,0.001762818,0.002412319,0.0007429619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003333024,"about_ca_system_score_gemma":0.002163624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003933847,"about_ca_topic_score_gemma":0.01234818,"domain_scores_codex":[0.9901571,0.006150769,0.0004202077,0.0004788591,0.001670546,0.001122454],"domain_scores_gemma":[0.9825212,0.007039865,0.00268436,0.001027034,0.002175949,0.004551473],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006421661,0.005330228,0.2576471,0.0004417494,0.0001142605,0.1894509,0.410724,0.002574891,0.006658911,0.00629816,0.009150305,0.1109673],"study_design_scores_gemma":[0.00009828708,0.00445791,0.1606472,0.000475869,0.0001111124,0.1848705,0.5441799,0.01037027,0.01111608,0.002743747,0.08063856,0.0002905535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911559,0.0001952255,0.002245352,0.001147316,0.00007065065,0.00008267361,0.00003033406,0.00003420319,0.005038354],"genre_scores_gemma":[0.9924582,0.0002608798,0.002147577,0.000232057,0.00007766748,0.00003915786,0.00002585359,0.00002134805,0.004737214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9946724,"threshold_uncertainty_score":0.02817559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5675075467113855,"score_gpt":0.5986915241704153,"score_spread":0.03118397745902979,"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."}}