{"id":"W2028995051","doi":"10.3138/jvme.34.3.335","title":"Effect of the Recently Established Admissions Procedure on Success in the First-Year Exams at the University of Veterinary Medicine Vienna, Austria","year":2007,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Medical education; 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":[0.005059007,0.0003020989,0.0003397365,0.0008892878,0.0006858298,0.001349114,0.0008100788,0.0007352428,0.003544534],"category_scores_gemma":[0.03294636,0.0001913461,0.0005028397,0.0005899539,0.0008163491,0.0007568078,0.001354928,0.001357065,0.0005407961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344833,"about_ca_system_score_gemma":0.001616057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202665,"about_ca_topic_score_gemma":0.003137438,"domain_scores_codex":[0.9943235,0.002002883,0.0006019668,0.0003962743,0.001867003,0.0008084991],"domain_scores_gemma":[0.9589581,0.01361852,0.01373616,0.001258027,0.002129574,0.01029955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001678171,0.001600931,0.969991,0.00004733745,0.0000651165,0.0001806701,0.0002889435,0.0001583863,0.00114428,0.00006262039,0.0002139344,0.02456869],"study_design_scores_gemma":[0.00002553138,0.002902362,0.9957135,0.00001779433,0.00001537171,0.0001952575,0.0002355394,0.000119535,0.0005181983,0.00001435643,0.0002345497,0.000008151299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992143,0.000149769,0.00007327639,0.00007924784,0.00002375543,0.00002519713,0.00001623587,0.000004381106,0.0004138991],"genre_scores_gemma":[0.9993438,0.00008292755,0.0001474589,0.00003320395,0.00003989223,0.00002363683,0.00005375309,0.000002741009,0.0002725936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005059007,"threshold_uncertainty_score":0.02675492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04759327813069302,"score_gpt":0.3832037194255753,"score_spread":0.3356104412948823,"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."}}