{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003275935,0.0001204073,0.0002084647,0.00005945425,0.00005443788,0.00000335964,0.0001396991,0.0002600458,0.00001711355],"category_scores_gemma":[0.00002810885,0.0001455245,0.00006876273,0.00008506457,0.00009805529,0.000007631755,0.00007059311,0.000232774,0.00000132709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004960565,"about_ca_system_score_gemma":0.0003577657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000183461,"about_ca_topic_score_gemma":0.0001266872,"domain_scores_codex":[0.9988902,0.00006625908,0.0002880337,0.0004431806,0.0000946518,0.0002177004],"domain_scores_gemma":[0.9993383,0.000008883409,0.0002371741,0.0002451115,0.00009873687,0.00007184604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008814009,0.001436129,0.5625102,0.0007017027,0.0006128969,0.00007327984,0.005447092,0.01012148,0.3837951,0.00605619,0.007954605,0.0124774],"study_design_scores_gemma":[0.001237272,0.001724269,0.9592201,0.00003017913,0.00001324165,0.00005353718,0.001279386,0.00001492015,0.006183938,0.0001662191,0.02990646,0.0001704358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962877,0.00007489313,0.0006272405,0.0002458719,0.0001859824,0.0005429664,0.0001601712,0.000009514246,0.00186567],"genre_scores_gemma":[0.9950367,0.00002387213,0.001931495,0.00002696085,0.0001566694,0.000001561789,0.00009505459,0.00001287432,0.002714791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3967099,"threshold_uncertainty_score":0.5934318,"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."}}