{"id":"W2088866839","doi":"10.3138/jvme.30.1.62","title":"The Case for Continuing Education in Veterinary Colleges","year":2003,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary education; Continuing education; Work (physics); Veterinary medicine; Medical education; Political science; Medicine; Sociology; Curriculum; Pedagogy; Engineering","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":[0.06799185,0.0008465806,0.00112953,0.002854271,0.02533007,0.03053439,0.007011862,0.04823607,0.04999064],"category_scores_gemma":[0.1379285,0.001036909,0.001482744,0.002535021,0.03935499,0.02988505,0.03212017,0.04540294,0.006998233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01618198,"about_ca_system_score_gemma":0.07700738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02171713,"about_ca_topic_score_gemma":0.03401506,"domain_scores_codex":[0.9372153,0.02559415,0.00181029,0.005882386,0.01309292,0.01640501],"domain_scores_gemma":[0.7126112,0.06810442,0.01003465,0.01500423,0.02767979,0.1665657],"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":[0.00006627531,0.0001932138,0.002471948,0.0003516411,0.00002132605,0.001679818,0.009258509,0.0001877724,0.0001618935,0.4376191,0.482587,0.06540146],"study_design_scores_gemma":[0.00008125626,0.0001045337,0.00198155,0.001677366,0.000008432728,0.001362234,0.01039382,0.0002414962,0.00008064261,0.1228246,0.8611594,0.00008474661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003423928,0.004382534,0.001538549,0.9247016,0.005016791,0.00007152363,0.00002418567,0.0001046976,0.06073615],"genre_scores_gemma":[0.2776052,0.008315844,0.01057056,0.5828037,0.01915366,0.0008823967,0.0001534106,0.0004175276,0.1000977],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06799185,"threshold_uncertainty_score":0.3595796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2840841684507079,"score_gpt":0.5536520380663066,"score_spread":0.2695678696155987,"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."}}