{"id":"W4281698545","doi":"10.3390/ani12121514","title":"Genes Involved in Feed Efficiency Identified in a Meta-Analysis of Rumen Tissue from Two Populations of Beef Steers","year":2022,"lang":"en","type":"article","venue":"Animals","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residual feed intake; Biology; Rumen; Transcriptome; Gene; Beef cattle; Population; RNA-Seq; Feed conversion ratio; Animal feed; Genetics; Animal science; Gene expression; Biotechnology; Fermentation; Food science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002451904,0.00007502794,0.000535813,0.0001030117,0.00005228699,0.000006000222,0.0001817536,0.00002461932,0.001571421],"category_scores_gemma":[0.000031008,0.00003545939,0.0002296187,0.001462942,0.0000431044,0.00004279438,0.00008560355,0.00005097723,0.000002160105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001550587,"about_ca_system_score_gemma":0.0000050729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112097,"about_ca_topic_score_gemma":0.01169064,"domain_scores_codex":[0.9988777,0.0002419027,0.000384591,0.0002157628,0.00015591,0.0001241464],"domain_scores_gemma":[0.9995276,0.0001911924,0.0001681783,0.0000533027,0.00003664474,0.00002302174],"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":[0.00004417448,0.0002178477,0.07605345,0.000001779266,0.0006308858,0.000002118701,0.0001473013,0.0007039314,0.9209633,0.0009153986,0.00001907354,0.0003007806],"study_design_scores_gemma":[0.0001791066,0.0001795233,0.9809466,0.000001297394,0.001769032,9.059371e-8,0.001058123,0.0002425605,0.01370978,0.001700465,0.00012893,0.00008450725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979685,0.001025583,0.000001103857,0.0004130597,0.0000183064,0.0001476959,0.0003306071,0.00000621943,0.00008890714],"genre_scores_gemma":[0.9996298,0.00001455949,0.00004883271,0.00004217954,0.00000743358,0.00003199049,0.0001852458,4.796702e-7,0.0000394844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9072535,"threshold_uncertainty_score":0.9993412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189098732676041,"score_gpt":0.3147188829674068,"score_spread":0.1958090096998027,"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."}}