{"id":"W157274250","doi":"10.1016/j.cvfa.2013.12.002","title":"Preface","year":2014,"lang":"en","type":"article","venue":"Veterinary Clinics of North America Food Animal Practice","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine","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":[0.001810528,0.0007202904,0.0004772512,0.002446217,0.002406393,0.0025225,0.001038933,0.0008771472,0.371576],"category_scores_gemma":[0.01421738,0.0002116465,0.0003942962,0.001181304,0.0004776635,0.00168481,0.001995589,0.002737335,0.211488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560007,"about_ca_system_score_gemma":0.0026107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004958999,"about_ca_topic_score_gemma":0.006237877,"domain_scores_codex":[0.9992249,0.0001365608,0.00005658664,0.0001065806,0.0003963885,0.00007895815],"domain_scores_gemma":[0.9906359,0.001360689,0.0002961782,0.0005720108,0.005734957,0.001400209],"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":[0.00002387996,0.00001399398,0.0001034989,0.00005692578,9.434959e-7,0.00004573962,0.00004091851,0.0000223136,0.00007496195,0.001535817,0.9767033,0.02137777],"study_design_scores_gemma":[0.000003818767,0.000009660435,0.0003574413,0.00007977107,0.000001074947,0.00005106619,0.0000763562,0.00001602533,0.00005706535,0.0009006724,0.9984441,0.000002824092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001842394,0.009207109,0.00384125,0.06031207,0.4844542,0.0008181997,0.009170945,0.001014053,0.4293397],"genre_scores_gemma":[0.006366417,0.003628316,0.001620345,0.01505259,0.05003555,0.0004404464,0.004947342,0.0004722268,0.9174368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.628424,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05202024203289089,"score_gpt":0.3444910824783431,"score_spread":0.2924708404454522,"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."}}