{"id":"W2948945147","doi":"10.5539/hes.v9n3p12","title":"Student Evaluation of Lecturers – What do Faculty Members Think about the Damage Caused by Teaching Surveys?","year":2019,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Interpersonal communication; Teaching method; Higher education; Medical education; Qualitative research; Affect (linguistics); Mathematics education; Pedagogy; Sociology; Medicine; Social psychology; Social science","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":[0.04191604,0.0002638549,0.0004301044,0.001548908,0.001293789,0.002792148,0.0005937848,0.001111165,0.001705352],"category_scores_gemma":[0.1646915,0.0002114311,0.0005884102,0.00122155,0.001572287,0.001951109,0.001828741,0.001024701,0.0005453483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719624,"about_ca_system_score_gemma":0.0013453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470286,"about_ca_topic_score_gemma":0.001804058,"domain_scores_codex":[0.9333062,0.0484515,0.003753675,0.00119368,0.0116755,0.001619486],"domain_scores_gemma":[0.8107501,0.1027651,0.04344441,0.007656097,0.02953645,0.005847806],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002533229,0.0002054696,0.7273366,0.0003880451,0.0001335412,0.0002048623,0.08027694,0.0002393393,0.002301479,0.0007781705,0.004023934,0.1838582],"study_design_scores_gemma":[0.00002459653,0.001346787,0.7736416,0.0007612373,0.0000889071,0.0008564242,0.1951656,0.001316522,0.003161801,0.001101199,0.02242855,0.0001068527],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835805,0.00093894,0.003493111,0.004920726,0.0001657668,0.0000851342,0.0001041095,0.00005788322,0.00665381],"genre_scores_gemma":[0.9972628,0.00034734,0.0007216376,0.0007858293,0.00009262635,0.00005317567,0.00005844534,0.00001189975,0.0006661695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.958084,"threshold_uncertainty_score":0.2216758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2087912294203597,"score_gpt":0.530091739423609,"score_spread":0.3213005100032493,"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."}}