{"id":"W2054527004","doi":"10.3138/jvme.35.3.431","title":"Preparation for Practice by Veterinary School: A Comparison of the Perceptions of Alumni from a Traditional and an Innovative Veterinary Curriculum","year":2008,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Competence (human resources); Medical education; Medicine; Perception; Psychology; Pedagogy","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":[0.00247447,0.0002139696,0.0002405133,0.001055286,0.0008187828,0.001336827,0.000275266,0.0004356791,0.002138588],"category_scores_gemma":[0.005847371,0.0001971395,0.0002486181,0.0003738788,0.0005829942,0.0006771159,0.001177625,0.0006158815,0.0003077085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005554747,"about_ca_system_score_gemma":0.0008835791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640996,"about_ca_topic_score_gemma":0.002756336,"domain_scores_codex":[0.9988808,0.0003046833,0.00007972342,0.00007293269,0.000337064,0.000324742],"domain_scores_gemma":[0.9950873,0.0007669433,0.0009711395,0.00008015646,0.0007830229,0.002311354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003450058,0.0011446,0.9314283,0.00010775,0.00003635929,0.0001782035,0.03459036,0.00006881157,0.002998178,0.000137244,0.0006354866,0.02832966],"study_design_scores_gemma":[0.00002584988,0.002361123,0.9252541,0.0000467377,0.00001721259,0.0001717025,0.06903411,0.0002317685,0.0004898834,0.00005379979,0.002295181,0.00001852945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994461,0.00003906294,0.00004042515,0.00005520691,0.000006224024,0.00001111584,0.000004559659,0.000001184055,0.0003961911],"genre_scores_gemma":[0.9991923,0.00007101514,0.00008039001,0.00006594281,0.00001062921,0.00001180927,0.00002335305,0.000001230112,0.0005434513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00247447,"threshold_uncertainty_score":0.01308644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3999246848369412,"score_gpt":0.5762303311718442,"score_spread":0.176305646334903,"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."}}