{"id":"W4205357299","doi":"10.1139/cjas-2021-0065","title":"The importance of B vitamins in enhanced precision nutrition of dairy cows: the case of folates and vitamin B<sub>12</sub>","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Animal Science","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitamin b; B vitamins; Vitamin; Nutrient; Dairy cattle; Limiting; Food science; Biology; Animal science; Biotechnology; Biochemistry; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001034184,0.0002565667,0.000636888,0.0005490782,0.0002799549,0.001329015,0.0004423148,0.001137938,0.001008868],"category_scores_gemma":[0.0009183602,0.0001330413,0.0003610422,0.0007031503,0.0004827818,0.0007460425,0.0003219681,0.0004738688,0.0001825355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065324,"about_ca_system_score_gemma":0.001283554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126406,"about_ca_topic_score_gemma":0.01465202,"domain_scores_codex":[0.9996837,0.0001062048,0.00002951837,0.00007605757,0.00007056987,0.00003397323],"domain_scores_gemma":[0.9995053,0.0002759377,0.00008410642,0.00001784461,0.00009951906,0.00001733322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001226978,0.0000859813,0.01412257,0.01994766,0.0006412792,0.002937287,0.0009545292,0.002147697,0.124944,0.01210789,0.004055435,0.8168287],"study_design_scores_gemma":[0.00008797952,0.002524437,0.09068003,0.006969268,0.002763416,0.008443956,0.003770825,0.003774578,0.07518515,0.0273852,0.7782241,0.0001911939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05175257,0.931792,0.003884832,0.005029747,0.0002119425,0.00002101725,0.0001776689,0.0000234276,0.00710687],"genre_scores_gemma":[0.3860223,0.5942957,0.01315115,0.001944153,0.0002733361,0.00003836365,0.0001552413,0.00001457619,0.004105017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01126406,"threshold_uncertainty_score":0.02239698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796641899046275,"score_gpt":0.2849200898318177,"score_spread":0.266953670841355,"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."}}