{"id":"W2091003662","doi":"10.3138/jvme.33.4.543","title":"Consortia and Centers of Excellence: Issues and Answers","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":"Excellence; Food supply; Veterinary education; Modalities; Business; Veterinary medicine; Marketing; Medical education; Medicine; Political science; Curriculum; Economics; Agricultural economics; Economic growth; Sociology","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":[0.08663429,0.001409923,0.002230091,0.002890703,0.009431691,0.02351743,0.008144415,0.05459709,0.04030123],"category_scores_gemma":[0.1891239,0.001194515,0.001844316,0.005333698,0.02102987,0.04772829,0.01626588,0.02156054,0.006785824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01092724,"about_ca_system_score_gemma":0.03621842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007224483,"about_ca_topic_score_gemma":0.007910087,"domain_scores_codex":[0.9373618,0.0297004,0.005196923,0.00449013,0.01429413,0.008956659],"domain_scores_gemma":[0.7407576,0.117209,0.01786181,0.01094628,0.06010417,0.05312106],"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":[0.0001129829,0.0002166701,0.002554364,0.001152279,0.00005700827,0.0003483509,0.001970029,0.0002191267,0.00008552612,0.3549896,0.557277,0.08101713],"study_design_scores_gemma":[0.0003087764,0.0001256198,0.004016784,0.004326399,0.00005797295,0.0009069487,0.02972086,0.0008507511,0.0001109225,0.3225529,0.6368117,0.0002103336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005106871,0.0097,0.0006146541,0.9791606,0.005818432,0.00003173553,0.00004668175,0.00003352214,0.004083693],"genre_scores_gemma":[0.16706,0.0658066,0.02386957,0.650458,0.06776869,0.0008768768,0.0006599244,0.0002301166,0.02327016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08663429,"threshold_uncertainty_score":0.4581714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2297007535007429,"score_gpt":0.5296600263639609,"score_spread":0.2999592728632181,"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."}}