{"id":"W2025009768","doi":"10.2527/jas.2011-4264","title":"Evidence of residual feed intake reranking in crossbred replacement heifers","year":2011,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Agriculture Food and Rural Development; University of Alberta","funders":"","keywords":"Residual feed intake; Animal science; Crossbreed; Silage; Biology; Feed conversion ratio; Body weight; Endocrinology","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":[0.001331136,0.00007139569,0.0001892329,0.00005517459,0.00009844351,0.00002322008,0.0004409468,0.00003315464,0.0001473771],"category_scores_gemma":[0.0004692994,0.00002833287,0.00005769562,0.0006776918,0.0004280473,0.0005170766,0.00007802959,0.0001203701,0.000002723393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004455047,"about_ca_system_score_gemma":0.00006522662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499637,"about_ca_topic_score_gemma":0.00007402469,"domain_scores_codex":[0.9987441,0.00006428772,0.000435238,0.0001658621,0.0003662846,0.0002241985],"domain_scores_gemma":[0.999074,0.0001299858,0.0003652383,0.00003785464,0.0003028671,0.00009008795],"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":[0.001146443,0.0001010284,0.03235484,0.000003867531,0.000001510094,0.00001135637,0.0003248364,8.70964e-7,0.963977,0.0003448966,0.00006089581,0.001672408],"study_design_scores_gemma":[0.0001588047,0.002645088,0.8465961,0.0002060684,0.000002725043,0.00002856008,0.0007175542,0.00000769016,0.148929,0.0006027995,0.00004455316,0.00006111421],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985893,0.000216229,0.000001730196,0.0005040218,0.000100752,0.00005865905,0.000001509817,0.000003537444,0.0005242341],"genre_scores_gemma":[0.999256,0.0001116186,0.0004666963,0.00008204981,0.00007454921,7.009554e-7,1.391237e-7,3.091158e-7,0.000007953674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8150481,"threshold_uncertainty_score":0.1613675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057092764819896,"score_gpt":0.2982536894773848,"score_spread":0.1925444129953952,"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."}}