{"id":"W4412203003","doi":"10.3138/jvme-2024-0136","title":"The Experience of Using CASPer at One College of Veterinary Medicine in the United States","year":2025,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Situational ethics; Psychology; Cognition; Medicine; Family medicine; Social psychology; Psychiatry","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":[0.01236963,0.0005708016,0.0003998282,0.001441777,0.005760181,0.003322932,0.001587373,0.00209211,0.03134549],"category_scores_gemma":[0.01975687,0.0009321309,0.0004349372,0.001292488,0.003309211,0.003030709,0.006042004,0.004409362,0.006612332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00301602,"about_ca_system_score_gemma":0.01210764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007145982,"about_ca_topic_score_gemma":0.0354205,"domain_scores_codex":[0.9893393,0.004456095,0.0007417602,0.001684905,0.002278501,0.001499492],"domain_scores_gemma":[0.9529037,0.007109647,0.003567178,0.002524292,0.009665324,0.02422981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009026806,0.00388525,0.2028326,0.0008332283,0.0001291413,0.007407442,0.04033652,0.001791944,0.01956716,0.007076959,0.2406342,0.4746029],"study_design_scores_gemma":[0.0001534107,0.007926897,0.1664589,0.001136783,0.00009891277,0.01233871,0.06388748,0.003839653,0.007926902,0.006454628,0.7292399,0.00053785],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217023,0.007031704,0.03068124,0.1414761,0.005256041,0.001243094,0.00105816,0.001828132,0.08972321],"genre_scores_gemma":[0.8064645,0.006132174,0.05103767,0.05198833,0.002460468,0.0005896605,0.0007584949,0.0005113311,0.08005731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03134549,"threshold_uncertainty_score":0.1048611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139468944467509,"score_gpt":0.4663215629158111,"score_spread":0.326852618448302,"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."}}