{"id":"W4394803455","doi":"10.1080/1828051x.2024.2340097","title":"Milk yield and quality at udder quarter level are influenced by quarter position, pathogen, and somatic cell score","year":2024,"lang":"en","type":"article","venue":"Italian Journal of Animal Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi di Padova","keywords":"Milking; Udder; Somatic cell count; Quarter (Canadian coin); Animal science; Mastitis; Lactose; Biology; Lactation; Veterinary medicine; Food science; Medicine; Ice calving; Genetics; Pregnancy; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074198,0.0001520334,0.0002170319,0.0000341788,0.000364094,0.0003670317,0.000290761,0.00007237396,0.0002431843],"category_scores_gemma":[0.0001318472,0.00006565213,0.00007432134,0.0003470081,0.0004768625,0.0008272478,0.00009358103,0.0001690404,0.00001292805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003735616,"about_ca_system_score_gemma":0.00003151533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004778973,"about_ca_topic_score_gemma":0.0001202708,"domain_scores_codex":[0.9983581,0.00007733018,0.0004529986,0.0003225838,0.0004920987,0.0002968819],"domain_scores_gemma":[0.9991112,0.0001936845,0.0001989085,0.00005538729,0.0001621686,0.0002786185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004231104,0.00003529206,0.01018241,0.00005201175,0.00000459849,0.00002754579,0.0007145777,2.515277e-7,0.9815084,0.0002056977,0.005799775,0.001427078],"study_design_scores_gemma":[0.0003113546,0.00243977,0.9467739,0.0007089416,0.00004466932,0.0005342093,0.00568247,0.00007531125,0.0366914,0.002058452,0.004125501,0.0005540465],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947175,0.001659501,0.00003097164,0.002837289,0.0001927657,0.00008523718,0.0001415424,0.00001649295,0.0003187297],"genre_scores_gemma":[0.999062,0.00006508297,0.0001414739,0.0004425111,0.0001401117,0.000001519555,0.000002581766,0.000001049486,0.0001436494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9448171,"threshold_uncertainty_score":0.3539295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04582408467734193,"score_gpt":0.2615523886460654,"score_spread":0.2157283039687234,"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."}}