{"id":"W4407517302","doi":"10.3138/jvme-2024-0063","title":"Themes from Veterinary Student Evaluations of Teaching Before and After Final Exams: Classroom Climate, Achievement Striving, Goal Attainment, and Operational Deliverables","year":2025,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; Psychology; Set (abstract data type); CLARITY; Deliverable; Curriculum; Medical education; Mathematics education; Pedagogy; Medicine; Computer science; Engineering","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":[0.00762951,0.0004933451,0.0005034697,0.001332105,0.002467719,0.001994049,0.0009783822,0.0008629806,0.001011364],"category_scores_gemma":[0.02460698,0.0002806208,0.0004124504,0.001328518,0.002228067,0.001232158,0.00299958,0.00192517,0.0002112947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521863,"about_ca_system_score_gemma":0.002027883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002966,"about_ca_topic_score_gemma":0.005142597,"domain_scores_codex":[0.9931076,0.00326936,0.0005279011,0.0004211826,0.001989582,0.0006843455],"domain_scores_gemma":[0.9763973,0.01418654,0.003104278,0.0004725974,0.004568995,0.001270354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001648659,0.0001105658,0.03604685,0.0004684031,0.00002235775,0.0009420948,0.9118898,0.0001984481,0.007489823,0.0008813158,0.002100749,0.03968479],"study_design_scores_gemma":[0.000007192612,0.0002306339,0.06934696,0.0002990317,0.00001668487,0.0005244373,0.9086981,0.000471592,0.002730091,0.0007535415,0.01685582,0.00006604187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914001,0.0001856182,0.003148777,0.001653005,0.0000741682,0.0001330981,0.0001961164,0.00002829181,0.003180818],"genre_scores_gemma":[0.9934253,0.0003010945,0.002354162,0.0004195411,0.00004847629,0.0003625774,0.0002083147,0.00004209532,0.002838521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00762951,"threshold_uncertainty_score":0.04034919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09946581077106995,"score_gpt":0.4853943422398776,"score_spread":0.3859285314688077,"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."}}