{"id":"W2025612163","doi":"10.3138/jvme.30.3.215","title":"The Royal Veterinary College, London","year":2003,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Medicine; Medical education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009851716,0.001548658,0.0009719576,0.001744172,0.001299887,0.003716015,0.001035428,0.003813063,0.447895],"category_scores_gemma":[0.00405356,0.0006995351,0.0005380085,0.002578623,0.001414346,0.0023774,0.002049346,0.002742596,0.2084077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133784,"about_ca_system_score_gemma":0.002965157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006571542,"about_ca_topic_score_gemma":0.01973553,"domain_scores_codex":[0.9983761,0.0002941352,0.0002642202,0.0002866765,0.0005943588,0.0001845004],"domain_scores_gemma":[0.9964561,0.0006196084,0.0005687891,0.0005027978,0.001125511,0.0007271899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002318506,0.00004743576,0.00076893,0.002846547,0.00002750474,0.001695146,0.0005810396,0.000237574,0.003132745,0.008493664,0.5650241,0.4169134],"study_design_scores_gemma":[0.0000255724,0.00004395216,0.00127874,0.0005089676,0.000006658782,0.000707383,0.000218989,0.00002256279,0.0001657099,0.0003776287,0.9966363,0.000007599493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006801472,0.1268131,0.00158928,0.03973988,0.02092218,0.0002416735,0.005651536,0.0005742533,0.7976666],"genre_scores_gemma":[0.01191757,0.03361985,0.001089753,0.001778176,0.001436267,0.0001227744,0.001072572,0.0002196929,0.9487433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.447895,"threshold_uncertainty_score":0.7875108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3034840086770147,"score_gpt":0.5327882929156855,"score_spread":0.2293042842386708,"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."}}