{"id":"W1982519461","doi":"10.3138/jvme.32.3.324","title":"Quality Assessment of Graduate Programs","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Medical education; Graduate students; Psychology; Medical physics; Medicine","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":[0.01890909,0.000265436,0.0006211045,0.008079589,0.001124399,0.002787114,0.001395183,0.0005444195,0.004001952],"category_scores_gemma":[0.07097469,0.0002566727,0.0006793636,0.007225748,0.0006286333,0.001321388,0.002466209,0.0007774063,0.0004351977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007104369,"about_ca_system_score_gemma":0.008478258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01914112,"about_ca_topic_score_gemma":0.02571494,"domain_scores_codex":[0.9855765,0.004652393,0.001088421,0.00110189,0.006421398,0.001159462],"domain_scores_gemma":[0.8958888,0.01582322,0.01699514,0.00405774,0.05754034,0.009694795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004912924,0.0003489479,0.8408094,0.0003035814,0.0001530672,0.00003693164,0.002176437,0.001433711,0.0005893198,0.001847964,0.006278897,0.1455305],"study_design_scores_gemma":[0.00004155316,0.0007934881,0.9867283,0.0001427973,0.00006921134,0.00004610574,0.001965359,0.002500749,0.0007691894,0.000652543,0.006272953,0.00001787919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662786,0.00226938,0.006289814,0.003434379,0.0001774446,0.0005041106,0.00368415,0.000213428,0.01714866],"genre_scores_gemma":[0.9917899,0.0003691844,0.00296617,0.0001858519,0.0000918516,0.0001110557,0.001937016,0.00003518553,0.002513865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01914112,"threshold_uncertainty_score":0.1000021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1909384274146029,"score_gpt":0.5131908122897193,"score_spread":0.3222523848751164,"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."}}