{"id":"W4413384226","doi":"10.3168/jdsc.2025-0805","title":"Milk component, farm, and industry-level factors associated with elevated free fatty acids in bulk tank milk on conventional dairy farms","year":2025,"lang":"en","type":"article","venue":"JDS Communications","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada); University of Guelph","funders":"Dairy Farmers of Ontario; University of Guelph","keywords":"Bulk tank; Dairy industry; Component (thermodynamics); Food science; Milk fat; Business; Agricultural science; Environmental science; Chemistry; Animal science; Biology; Physics; Herd","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000327748,0.0001793957,0.0002334272,0.00004876249,0.0004673254,0.00006283034,0.0009582417,0.0002824539,0.0001682735],"category_scores_gemma":[0.0003144029,0.00008731215,0.0000546278,0.0006565657,0.0003081451,0.00008402713,0.0004603175,0.0006670151,0.000004549585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008382042,"about_ca_system_score_gemma":0.00003139152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007157717,"about_ca_topic_score_gemma":0.01343069,"domain_scores_codex":[0.9986138,0.0003404065,0.0003371859,0.0002642936,0.0002039434,0.0002403935],"domain_scores_gemma":[0.9983933,0.0008801428,0.0001268093,0.0004213188,0.0001016547,0.00007677039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001486214,0.002322454,0.837258,0.00002709478,0.0002731949,0.000004497444,0.0006750773,0.00005788383,0.02905786,0.1149016,0.004313622,0.01096007],"study_design_scores_gemma":[0.0008030482,0.0001133046,0.977776,0.0001932867,0.00002047807,7.753785e-7,0.000624441,0.0002128858,0.0004313113,0.003420404,0.01619489,0.0002091716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875038,0.000187264,0.00002812043,0.007462059,0.00006772154,0.0002955263,0.0006923674,0.00008096844,0.003682158],"genre_scores_gemma":[0.9968817,0.0001261412,0.0002173035,0.0005935211,0.00001345945,0.00005169771,0.001229208,0.000001570497,0.0008853726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140518,"threshold_uncertainty_score":0.749464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016485076063607,"score_gpt":0.2922316518269065,"score_spread":0.1905831442205458,"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."}}