{"id":"W4391429926","doi":"10.2139/ssrn.4706164","title":"Effects of Ruminally Protected Isoleucine, Leucine, Methionine, and Threonine Supplementation to Low Protein Diets on The Performance And Nitrogen Balance in Lactating Holstein Cows","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Isoleucine; Methionine; Leucine; Threonine; Nitrogen balance; Animal science; Chemistry; Food science; Amino acid; Biochemistry; Endocrinology; Biology; Nitrogen; Serine; Enzyme","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":[0.0006248364,0.0007679713,0.0009810895,0.0004479028,0.0006417239,0.0009345578,0.0005762079,0.001210169,0.001537056],"category_scores_gemma":[0.001087516,0.0004403575,0.0003757172,0.0003617404,0.001117707,0.0006248578,0.0004033692,0.001287551,0.0003196077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008120168,"about_ca_system_score_gemma":0.0009192598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005850998,"about_ca_topic_score_gemma":0.00750606,"domain_scores_codex":[0.9995905,0.0001288584,0.00003116736,0.0001113154,0.00003789547,0.0001002559],"domain_scores_gemma":[0.9988058,0.0003176962,0.0001688796,0.00005743381,0.0000829471,0.0005672477],"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":[0.4110871,0.004457631,0.00331686,0.0005309228,0.0004235636,0.0002727527,0.0005581439,0.0005607748,0.5653416,0.0001540965,0.0002671754,0.01302946],"study_design_scores_gemma":[0.00744941,0.1183009,0.06614166,0.0001758326,0.001840267,0.0003824309,0.001084957,0.004376466,0.7951523,0.0005711786,0.004377028,0.0001476433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989568,0.0006210034,0.00008511241,0.00006223982,0.0000249424,0.0000061506,0.00005740104,0.000008829976,0.0001775735],"genre_scores_gemma":[0.9963818,0.0005296445,0.0003976174,0.0001531717,0.00004034416,0.00001850387,0.0001863902,0.00002896772,0.002263526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005850998,"threshold_uncertainty_score":0.01163387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008212057057360757,"score_gpt":0.2316113001236541,"score_spread":0.2233992430662933,"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."}}