{"id":"W4409354115","doi":"10.1002/9781119290506.ch1","title":"Introduction, General Husbandry, and Disease Prevention","year":2025,"lang":"en","type":"other","venue":"","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Guelph","funders":"","keywords":"Animal husbandry; Disease; Medicine; Biology; Ecology; Pathology; Agriculture","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":[0.0005582665,0.0004626788,0.0002215746,0.0005537526,0.0006764802,0.0005837326,0.0006056949,0.001088242,0.09045932],"category_scores_gemma":[0.001006374,0.0001142266,0.0002099083,0.0002650162,0.0003297136,0.0004785225,0.0007535991,0.00066323,0.01837938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006422566,"about_ca_system_score_gemma":0.001434022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004412176,"about_ca_topic_score_gemma":0.008391418,"domain_scores_codex":[0.9997284,0.00007698375,0.00001526388,0.00003422946,0.00008005578,0.00006503078],"domain_scores_gemma":[0.999577,0.00003410925,0.00003888173,0.00002635221,0.0001054899,0.0002182054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001374393,0.001443586,0.02446678,0.0006601706,0.00001549927,0.001696583,0.0002775859,0.0001669651,0.003358382,0.004971833,0.3241651,0.6386402],"study_design_scores_gemma":[0.00006969119,0.0007626083,0.073535,0.001191121,0.00002302019,0.004692564,0.0006693941,0.0002551474,0.0008214609,0.003058736,0.9149072,0.00001404297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03500822,0.0318506,0.005276472,0.03311519,0.002989571,0.0009664969,0.001440288,0.000830716,0.8885224],"genre_scores_gemma":[0.1543027,0.05160236,0.01101341,0.0196254,0.003544407,0.0006725968,0.002288193,0.0001663911,0.7567845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9095407,"threshold_uncertainty_score":0.3026165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163939832842907,"score_gpt":0.2468533178476184,"score_spread":0.2304593345633277,"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."}}