{"id":"W2010145990","doi":"10.3138/jvme.33.2.244","title":"A Status Report of Veterinary Education in Ethiopia: Perceived Needs, Past History, Recent Changes, and Current and Future Concerns","year":2006,"lang":"en","type":"review","venue":"Journal of Veterinary Medical Education","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Mandate; Veterinary medicine; Veterinary education; Livestock; Medicine; Quality (philosophy); Curriculum; Political science; Geography","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":[0.004597238,0.0004240088,0.0002790811,0.002776397,0.00120469,0.00258345,0.0008056174,0.0008162355,0.005921855],"category_scores_gemma":[0.004325943,0.0002676928,0.0003970231,0.002887201,0.0004474617,0.002243246,0.001337285,0.001107568,0.001039998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002577516,"about_ca_system_score_gemma":0.005846168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361083,"about_ca_topic_score_gemma":0.01499939,"domain_scores_codex":[0.9987515,0.000237626,0.0001564393,0.00008467292,0.0003712542,0.0003984568],"domain_scores_gemma":[0.9934859,0.0008067851,0.0009519175,0.00008786497,0.002162572,0.002504973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003672391,0.0005638078,0.5506557,0.007308755,0.0001202046,0.002773511,0.01723222,0.0004984188,0.003686996,0.00410376,0.1309704,0.2817191],"study_design_scores_gemma":[0.00002139208,0.000641932,0.6328341,0.002484213,0.00007490133,0.002554168,0.06822258,0.0003128867,0.0006376067,0.0004859041,0.2916617,0.00006855304],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7165025,0.1376139,0.001349377,0.05977925,0.005446587,0.0004812372,0.0183721,0.0003914053,0.06006361],"genre_scores_gemma":[0.8596774,0.09161555,0.003356552,0.00597345,0.001174183,0.0002936732,0.00954105,0.0000597733,0.02830831],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01361083,"threshold_uncertainty_score":0.02706325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289702793963634,"score_gpt":0.3895894877934239,"score_spread":0.2606192083970605,"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."}}