{"id":"W1806526396","doi":"10.1071/an14630","title":"Pregnancy scanning can be used as a source of data for genetic evaluation of reproductive traits of ewes","year":2015,"lang":"en","type":"article","venue":"Animal Production Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Genetics","funders":"South Australian Research and Development Institute; Commonwealth Scientific and Industrial Research Organisation","keywords":"Domestic sheep reproduction; Flock; Biology; Litter; Fertility; Animal science; Environmental management system; Trait; Weaning; Pregnancy; Demography; Irrigation; Agronomy; Genetics; Ecology; Population","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":[0.00356464,0.0001165462,0.0002526576,0.000049947,0.0001260208,0.00001057381,0.0007773759,0.00004073765,0.00001090199],"category_scores_gemma":[0.006019673,0.00005829567,0.00004194313,0.001066908,0.001192003,0.0006724641,0.000208782,0.00006047331,7.554427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004070318,"about_ca_system_score_gemma":0.0002594005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004069441,"about_ca_topic_score_gemma":0.00002537151,"domain_scores_codex":[0.9971669,0.0001604137,0.0004078341,0.001101071,0.0009387204,0.0002250089],"domain_scores_gemma":[0.9963943,0.00008212685,0.0005615103,0.0004213581,0.002474249,0.00006644343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009579583,0.0001100646,0.001880442,0.00001602403,0.00001132681,2.724419e-8,0.001011215,0.0005059824,0.9771085,0.0001241234,0.00009949203,0.01903697],"study_design_scores_gemma":[0.0002071199,0.002929533,0.3928489,0.0000757898,0.00007075094,0.00001125075,0.002216876,0.0005021082,0.5976445,0.003206345,0.0001376918,0.0001490923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997123,0.0003733332,0.00001877658,0.001215378,0.0001803427,0.0009461934,0.00003613969,0.00001657128,0.00009024439],"genre_scores_gemma":[0.9971604,0.000004987553,0.002441049,0.000007210333,0.0002708176,0.00003617633,0.00001760446,0.000001501816,0.00006029728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3909685,"threshold_uncertainty_score":0.7206546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.259820499016592,"score_gpt":0.3725466341007731,"score_spread":0.1127261350841811,"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."}}