{"id":"W2990239312","doi":"","title":"Genomic Prediction for Reproductive Traits of Commercial Sows in Health Challenged Herds","year":2019,"lang":"en","type":"article","venue":"Iowa State University animal industry report","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Parity (physics); Trait; Genomic selection; Biology; Herd; Ranging; Genetics; Animal science; Gene; Computer science; Single-nucleotide polymorphism; Genotype; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.001160265,0.0002974297,0.0002028076,0.0003335302,0.0001335409,0.0003838147,0.0001563652,0.0002954449,0.0005523962],"category_scores_gemma":[0.001967518,0.00008761279,0.0002314963,0.0002446887,0.0001542824,0.0002054323,0.0002257915,0.0002291136,0.000155746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184514,"about_ca_system_score_gemma":0.0001268143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657349,"about_ca_topic_score_gemma":0.00401922,"domain_scores_codex":[0.9997366,0.0001083565,0.00001348166,0.00008276637,0.00002950597,0.00002927409],"domain_scores_gemma":[0.9988986,0.0007040355,0.0001793597,0.0000699711,0.00009552448,0.00005250658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000339167,0.00005672898,0.9728867,0.0000172989,0.00008591911,0.0001638254,0.000113274,0.003703758,0.00955318,0.00004816817,0.0001568424,0.01287516],"study_design_scores_gemma":[0.00001281431,0.000265725,0.9797485,0.000006288099,0.00004029578,0.0001335917,0.0001425807,0.01764748,0.001657523,0.0001666211,0.0001714971,0.000007113149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970644,0.00005099193,0.002285022,0.00002203631,0.000003229209,0.000003633268,0.0003343614,0.00001717748,0.0002192037],"genre_scores_gemma":[0.9979358,0.00002078392,0.001340772,0.00001377769,0.000002916057,0.000003751687,0.0005504151,0.000002724734,0.000129027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002657349,"threshold_uncertainty_score":0.006136119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431293052127647,"score_gpt":0.2524706478561707,"score_spread":0.2281577173348943,"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."}}