{"id":"W2003225560","doi":"10.3138/jvme.33.1.1","title":"The Past Is Prologue?","year":2006,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary education; Veterinary medicine; Service (business); Medical education; Political science; Medicine; Public relations; Curriculum; Business; Law; Marketing","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":[0.00547602,0.0005948047,0.0007464276,0.001391439,0.009596019,0.0154741,0.001631376,0.006062835,0.03075336],"category_scores_gemma":[0.01797854,0.0002722942,0.0005521349,0.001577672,0.009713139,0.01703615,0.004999421,0.01581255,0.0106009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004238739,"about_ca_system_score_gemma":0.004337682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004874189,"about_ca_topic_score_gemma":0.01103569,"domain_scores_codex":[0.9961765,0.001614404,0.0001827169,0.0005296516,0.0008020697,0.0006946467],"domain_scores_gemma":[0.9901012,0.00288328,0.0009570784,0.0006914898,0.002146015,0.003220853],"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":[0.00004852412,0.00005250912,0.00128053,0.0003072316,0.00001686395,0.0006281635,0.006229191,0.00005518243,0.0001525931,0.1473766,0.7856557,0.05819703],"study_design_scores_gemma":[0.000002116594,0.0000167828,0.0002718855,0.0003567769,0.000003043615,0.0004607722,0.00648015,0.00002529233,0.00003615204,0.01336316,0.9789692,0.0000146879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001473414,0.0386026,0.000963549,0.842941,0.07209722,0.000008276903,0.00007129488,0.00005572254,0.04378691],"genre_scores_gemma":[0.09629203,0.07933541,0.00314795,0.5884534,0.0600794,0.00006491729,0.0001923198,0.0002926907,0.172142],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03075336,"threshold_uncertainty_score":0.1028802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3069631221036601,"score_gpt":0.545010640580138,"score_spread":0.2380475184764779,"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."}}