{"id":"W2918486065","doi":"","title":"Implementation of genomic evaluation for digital dermatitis in Canada","year":2018,"lang":"en","type":"article","venue":"Bulletin - International Bull Evaluation Service/Interbull bulletin","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Hoof; Population; Heritability; Medicine; Biology; Veterinary medicine; Genetics; Environmental health; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007705518,0.0004324492,0.0003174952,0.002063106,0.00218058,0.001599887,0.001655214,0.0003270604,0.003519031],"category_scores_gemma":[0.007819152,0.0002746905,0.0004381207,0.00218476,0.0006903332,0.0003982096,0.001429909,0.0006142529,0.0006837972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03137491,"about_ca_system_score_gemma":0.07983321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9590976,"about_ca_topic_score_gemma":0.970202,"domain_scores_codex":[0.9952468,0.0007777011,0.0001837423,0.0005564189,0.002398894,0.0008364125],"domain_scores_gemma":[0.9861413,0.0007086616,0.0004698451,0.0007126218,0.01073528,0.001232175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008494341,0.0009375114,0.4845622,0.0003733009,0.000150016,0.0008483807,0.004999112,0.005267104,0.01773222,0.00412625,0.05089486,0.4292597],"study_design_scores_gemma":[0.00009512538,0.0006470444,0.8964424,0.0002658232,0.00008774651,0.0001692678,0.002560316,0.007354734,0.005684041,0.000506998,0.08611085,0.00007554475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7900923,0.001714652,0.05879123,0.007671351,0.0003744268,0.01252872,0.03593533,0.003303429,0.08958866],"genre_scores_gemma":[0.7789333,0.00209416,0.1605919,0.002185815,0.00006499937,0.002922815,0.02512191,0.0003240965,0.02776101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04090244,"threshold_uncertainty_score":0.2276419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06565962095498364,"score_gpt":0.3738910119146532,"score_spread":0.3082313909596696,"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."}}