{"id":"W4405484811","doi":"10.3168/jds.2024-25784","title":"International Symposium on Ruminant Physiology: One-carbon metabolism in beef cattle throughout the production cycle","year":2024,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Agricultural Research Service; National Institute of Food and Agriculture; Alabama Agricultural Experiment Station; U.S. Department of Agriculture","keywords":"Ruminant; Animal science; Production (economics); Beef cattle; Biology; Agronomy; Pasture; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007295631,0.0007719201,0.0008954006,0.001679112,0.0001966572,0.0007781857,0.0007085928,0.0008548842,0.004271979],"category_scores_gemma":[0.0004627535,0.0002096555,0.0003519979,0.001887961,0.0003596108,0.0007671886,0.0005947851,0.001383728,0.002296311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006968557,"about_ca_system_score_gemma":0.000894498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625963,"about_ca_topic_score_gemma":0.002988481,"domain_scores_codex":[0.9998578,0.00002699148,0.00002163346,0.00002872288,0.00004651366,0.00001831562],"domain_scores_gemma":[0.9997763,0.0000544831,0.0000347143,0.000008245172,0.00008047352,0.00004588248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001778158,0.00006530892,0.0002390642,0.006855392,0.00008240561,0.0001283257,0.00006111076,0.0003028587,0.003141433,0.001565359,0.03545626,0.9519246],"study_design_scores_gemma":[0.00001562176,0.0001660152,0.001441371,0.001814008,0.00009440543,0.000777353,0.00003701097,0.00009166483,0.0007031052,0.0005780194,0.9942688,0.00001266798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003430578,0.9964963,0.0002424995,0.0005370187,0.0008470232,0.000005043991,0.00003545876,0.00001481464,0.001478981],"genre_scores_gemma":[0.002157446,0.9933071,0.0004063633,0.0003405412,0.0007422881,0.00001000576,0.00009692879,0.000004095592,0.002935356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004271979,"threshold_uncertainty_score":0.01429123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122423328025496,"score_gpt":0.327216975663057,"score_spread":0.3059927423828021,"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."}}