{"id":"W2795973619","doi":"10.1111/jbg.12321","title":"Necessary changes to improve animal models","year":2018,"lang":"en","type":"review","venue":"Journal of Animal Breeding and Genetics","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Sire; Animal model; Computer science; Biology; Animal science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003474132,0.0004215047,0.0008967731,0.0001602689,0.00009446726,0.00007311464,0.0004676133,0.0004611483,0.000007205351],"category_scores_gemma":[0.00005362143,0.0003435372,0.0002751031,0.0001221904,0.0001169924,0.000004902533,0.0003043759,0.0003024616,0.00000503544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000174852,"about_ca_system_score_gemma":0.000223567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000192229,"about_ca_topic_score_gemma":0.000003773757,"domain_scores_codex":[0.99828,0.00006618596,0.0006325332,0.0004133138,0.0002538906,0.0003540243],"domain_scores_gemma":[0.998584,0.00002901296,0.0005515343,0.0002507258,0.000264213,0.0003205302],"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":[0.0005073754,0.0001419375,0.00001750788,0.004267046,0.0008306777,0.00001200121,0.0003839321,0.0000421418,0.010298,0.0004216908,0.02241229,0.9606654],"study_design_scores_gemma":[0.0002946306,0.01584741,0.00006515478,0.001791268,0.0006840868,0.0004921244,0.0000790508,0.00001356544,0.0004332734,0.0002935309,0.9794832,0.0005226485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00886078,0.9888368,0.001007156,0.00008741596,0.0005412668,0.0002413328,0.00005865356,0.000004890723,0.0003616756],"genre_scores_gemma":[0.002375102,0.9722072,0.02076005,0.0001554595,0.004199934,0.000006620224,0.00001098235,0.00006994983,0.0002146974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9601427,"threshold_uncertainty_score":0.9999017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05245921833711885,"score_gpt":0.3128281399461398,"score_spread":0.2603689216090209,"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."}}