{"id":"W4399337166","doi":"10.15407/animbiol26.01.003","title":"Feed efficiency of dairy cattle as genetic trait","year":2024,"lang":"en","type":"article","venue":"The Animal Biology","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feed conversion ratio; Residual feed intake; Heritability; Dairy cattle; Biology; Trait; Dry matter; Biotechnology; Animal feed; Fodder; Animal science; Agronomy; Body weight","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001403717,0.000121996,0.0001797872,0.000005288382,0.0001423316,0.00001626176,0.0003192353,0.0001117445,0.0004721815],"category_scores_gemma":[0.00004007313,0.0000255906,0.0001215218,0.0002977229,0.0002715058,0.00001701002,0.000119623,0.0001106442,0.0001590385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007409178,"about_ca_system_score_gemma":0.000005122323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002732583,"about_ca_topic_score_gemma":0.000114622,"domain_scores_codex":[0.9991807,0.00008194262,0.0001831784,0.0002470416,0.00006378655,0.0002434017],"domain_scores_gemma":[0.9995381,0.0003212353,0.00003748072,0.0000385161,0.00003113663,0.00003355862],"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":[0.00004159307,0.0000494028,0.002270803,0.000006371792,0.00003521547,0.000003558057,0.0001234676,3.963631e-7,0.9256954,0.005541324,0.0009576975,0.06527478],"study_design_scores_gemma":[0.00007205545,0.003204818,0.8841773,0.000020025,0.00004757362,0.00004662421,0.0005478761,0.00001394395,0.01611341,0.004768227,0.09074626,0.0002418296],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879056,0.004745433,0.000002304928,0.00362189,0.0001169035,0.0001274222,0.00003798932,0.00007265639,0.003369799],"genre_scores_gemma":[0.9988462,0.0002137176,0.00001289807,0.0002806675,0.0003224217,0.00001104797,0.00002099558,4.691155e-7,0.0002915282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.909582,"threshold_uncertainty_score":0.5170056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223068299870639,"score_gpt":0.2390982782374557,"score_spread":0.2167914482503918,"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."}}