{"id":"W4366158460","doi":"10.1016/j.ssaho.2023.100525","title":"Exploring students' willingness to provide feedback: A mixed methods research on end-of-term student evaluations of teaching","year":2023,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University","funders":"","keywords":"Summative assessment; Formative assessment; Set (abstract data type); Interview; Process (computing); Quality (philosophy); Psychology; Perception; Mathematics education; Medical education; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.08428494,0.0001594947,0.0003874591,0.0006349308,0.007242349,0.001236903,0.004072333,0.00006618268,0.0002001826],"category_scores_gemma":[0.006397008,0.0001567796,0.0001046242,0.001835712,0.001660154,0.002181632,0.001626256,0.0004567002,0.00007113232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004016468,"about_ca_system_score_gemma":0.001025391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199079,"about_ca_topic_score_gemma":0.007163286,"domain_scores_codex":[0.9849014,0.008353583,0.0006401039,0.0005576444,0.004847789,0.0006994446],"domain_scores_gemma":[0.9939651,0.004597798,0.0004367141,0.0002684938,0.000634237,0.00009764334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003296679,0.0002661175,0.006760696,0.00002971571,0.00005333507,0.000001062711,0.5134318,0.0002226598,0.0005011632,0.4168756,0.0007266615,0.06109811],"study_design_scores_gemma":[0.0004373304,0.0006564673,0.1385043,0.0003125794,0.00005691974,1.285503e-7,0.813305,0.00002980463,0.0006713449,0.01261151,0.03307815,0.0003364389],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052288,0.00002215378,0.00008140615,0.00417697,0.0009061182,0.001705646,0.00001035389,0.00008848929,0.08778007],"genre_scores_gemma":[0.9920574,0.00003683102,0.004177759,0.0001095279,0.0003736269,0.0005108608,0.000004121521,0.00001965089,0.002710205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4042641,"threshold_uncertainty_score":0.9997999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8405376058943768,"score_gpt":0.6972430548151286,"score_spread":0.1432945510792482,"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."}}