{"id":"W3018642714","doi":"10.1016/j.heliyon.2020.e03840","title":"Survival analysis and reproductive performance of Dorper x Tumele sheep","year":2020,"lang":"en","type":"article","venue":"Heliyon","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Agricultural Research Institute","keywords":"Crossbreed; Domestic sheep reproduction; Weaning; Biology; Litter; Flock; Animal science; Veterinary medicine; Birth weight; Mortality rate; Demography; Pregnancy; Medicine; Agronomy; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006270742,0.0000777914,0.0001368624,0.0000199335,0.00002587459,0.00000420073,0.00007848877,0.00005401973,0.00003494944],"category_scores_gemma":[0.00003651343,0.00007167135,0.0000497164,0.0001490337,0.00006740908,0.000001830741,0.00006323803,0.00004389707,0.000003637249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001430399,"about_ca_system_score_gemma":0.00001642541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004738155,"about_ca_topic_score_gemma":0.000004980041,"domain_scores_codex":[0.9993958,0.00002634314,0.0001202887,0.0002860909,0.00007540204,0.00009599981],"domain_scores_gemma":[0.9996485,0.00000467366,0.00004487828,0.0001971751,0.00004895402,0.00005583612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004847478,0.00009023948,0.4486733,0.0003778315,0.0008390277,5.136402e-7,0.001090575,0.0023746,0.5369828,0.0008019376,0.0002679823,0.008016384],"study_design_scores_gemma":[0.0002766098,0.0006490081,0.7490195,0.000008566601,0.0001715346,0.000001530089,0.0001136107,0.00006751769,0.2464351,0.00002880255,0.003075487,0.0001527808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949245,0.00162627,0.00207643,0.0001565882,0.00005498816,0.00006298094,0.00001096543,0.000005143868,0.001082145],"genre_scores_gemma":[0.9949061,0.0003142789,0.004250586,0.0001076698,0.0001788401,0.000003176715,0.00002195343,0.000007157861,0.0002102404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3003462,"threshold_uncertainty_score":0.2922673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122400771862505,"score_gpt":0.223761454423884,"score_spread":0.212537446705259,"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."}}