{"id":"W3109557760","doi":"10.21423/aabppro20207958","title":"Practical and applied use of veterinary feed directives in production","year":2020,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Agricultural safety and regulations","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Livestock; Productivity; Production (economics); Animal health; Feed additive; Business; Animal feed; Biotechnology; Risk analysis (engineering); Animal production; Veterinary medicine; Medicine; Food science; Animal science; Biology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001546961,0.00009299429,0.0002293986,0.0000178773,0.00006182001,0.00002811289,0.00004468942,0.00005298113,0.00003019103],"category_scores_gemma":[0.0008952995,0.00004684188,0.00003213029,0.0005763528,0.0001217306,0.0006311954,0.00003980679,0.0001273425,0.000001555993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004608962,"about_ca_system_score_gemma":0.00001857712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001722452,"about_ca_topic_score_gemma":0.00004428231,"domain_scores_codex":[0.9991447,0.00003289591,0.000269294,0.0002236971,0.0002107361,0.0001186707],"domain_scores_gemma":[0.9986645,0.0002335156,0.0007478052,0.00001317038,0.0002820047,0.00005901185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003916093,0.0001776705,0.1119476,0.00003111802,0.00004230551,2.946747e-7,0.001507916,0.00001104136,0.866884,0.004214917,0.0009242619,0.01386725],"study_design_scores_gemma":[0.0001406894,0.000534775,0.9853176,0.00002581616,0.00002484135,0.000003247949,0.004958587,0.0001947053,0.006548372,0.0001223604,0.00198739,0.0001415833],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955851,0.000003907127,0.00001358295,0.04338213,0.00001603901,0.0002091103,0.00001374358,0.00002964458,0.0004808893],"genre_scores_gemma":[0.9982002,0.0001112678,0.001415406,0.0001167372,0.00005819245,0.00001668868,0.00002646692,8.914006e-7,0.00005415818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.87337,"threshold_uncertainty_score":0.1910156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04532037410278823,"score_gpt":0.2570564069049326,"score_spread":0.2117360328021444,"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."}}