{"id":"W2200655938","doi":"10.1016/j.cvfa.2010.11.001","title":"Preface","year":2011,"lang":"en","type":"article","venue":"Veterinary Clinics of North America Food Animal Practice","topic":"","field":"","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001649903,0.0007010308,0.0004651352,0.00233492,0.002392486,0.002435743,0.001017688,0.0008642602,0.3593317],"category_scores_gemma":[0.01211792,0.0002049768,0.0003916057,0.001170079,0.0004551655,0.001656293,0.00188669,0.002628774,0.2028169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502571,"about_ca_system_score_gemma":0.002407799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005054339,"about_ca_topic_score_gemma":0.006443372,"domain_scores_codex":[0.9992954,0.0001183852,0.00005016268,0.00009624159,0.0003671974,0.0000726451],"domain_scores_gemma":[0.9919744,0.001106548,0.0002527395,0.0005058376,0.004952231,0.001208339],"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":[0.0000237404,0.00001406054,0.0001004631,0.00005498807,9.381963e-7,0.00004648304,0.00004012725,0.00002274863,0.00007954772,0.001602926,0.9759246,0.02208922],"study_design_scores_gemma":[0.000003590256,0.000009381764,0.0003568076,0.00006976315,0.000001050187,0.00004745765,0.00007015051,0.0000155774,0.00005719656,0.0008342855,0.9985321,0.000002671804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001812411,0.009131557,0.00355843,0.05643885,0.4715405,0.0007432375,0.008219749,0.000941058,0.4476143],"genre_scores_gemma":[0.005825298,0.003365475,0.001366545,0.01241862,0.04466679,0.0003497645,0.004156879,0.0004041671,0.9274464],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6406683,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305757378155339,"score_gpt":0.349254737964343,"score_spread":0.2186790001488091,"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."}}