{"id":"W4225128179","doi":"10.1093/jas/skac119","title":"Letter to the editor: Comments on Schalich et al. (2021), Colostrum testing with Brix is a valuable on-farm tool. doi.org/10.193/jas/skab083","year":2022,"lang":"en","type":"letter","venue":"Journal of Animal Science","topic":"Animal health and immunology","field":"Veterinary","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Disease Control Laboratory","funders":"","keywords":"Colostrum; Brix; Animal science; Mathematics; Medicine; Biology; Food science; Immunology; Antibody","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":[0.003086772,0.0008041139,0.001191848,0.0006877757,0.00249249,0.002339928,0.001557425,0.02686612,0.007603257],"category_scores_gemma":[0.01978217,0.000777126,0.0007816912,0.0005674309,0.001611066,0.002548325,0.0007134543,0.023329,0.01118055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177719,"about_ca_system_score_gemma":0.002912634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003557284,"about_ca_topic_score_gemma":0.006543985,"domain_scores_codex":[0.9983631,0.000425094,0.0002131997,0.0002674001,0.00054492,0.0001863479],"domain_scores_gemma":[0.9918665,0.003494681,0.0005465716,0.0002121322,0.002531751,0.001348328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003854156,0.00001986961,0.00022723,0.00002203913,0.000005435634,0.000818769,0.00004494952,0.00001900645,0.00007728147,0.0002584822,0.9956886,0.002779701],"study_design_scores_gemma":[0.0001181267,0.0001080654,0.001901905,0.0002670675,0.00003150143,0.00366944,0.0004198687,0.0004537348,0.0003838266,0.003243652,0.9893219,0.0000808552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003995579,0.0007514139,0.00007842037,0.9599721,0.03696051,0.00001410286,0.00007710444,0.00005666784,0.001690166],"genre_scores_gemma":[0.003749647,0.0008221863,0.0002393977,0.9475152,0.03932817,0.00003163862,0.00004540299,0.00004452015,0.008223907],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02686612,"threshold_uncertainty_score":0.02543545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08389391362639984,"score_gpt":0.3609297607836173,"score_spread":0.2770358471572175,"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."}}