{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01181769,0.001007211,0.001394779,0.002082842,0.0004487113,0.002032846,0.002532847,0.003173939,0.01229881],"category_scores_gemma":[0.01800154,0.0005234872,0.001386693,0.001363145,0.001749721,0.005120412,0.001468044,0.006447892,0.009403053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055699,"about_ca_system_score_gemma":0.002772552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885151,"about_ca_topic_score_gemma":0.001882019,"domain_scores_codex":[0.9960684,0.001454978,0.00049738,0.0004013205,0.001404185,0.0001736639],"domain_scores_gemma":[0.9903216,0.004606612,0.0006868836,0.00125269,0.002779602,0.000352678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008624636,0.0001813137,0.0005192053,0.009457172,0.00008971897,0.0004549519,0.0003372129,0.0004821918,0.003065379,0.03869592,0.147537,0.7990937],"study_design_scores_gemma":[0.00001054969,0.00003011892,0.0003690485,0.001654645,0.00002832488,0.0005956814,0.00004828179,0.00003776232,0.0002769521,0.004237785,0.9926965,0.00001430981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001425829,0.8751408,0.02651488,0.0474708,0.01715707,0.0004293218,0.0009394392,0.001030309,0.02989164],"genre_scores_gemma":[0.009710512,0.8783634,0.05712066,0.02761555,0.007244262,0.0007341929,0.002418297,0.000299076,0.01649413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01229881,"threshold_uncertainty_score":0.06249869,"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."}}