{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005953185,0.0002142672,0.0003722147,0.0004694139,0.0001528492,0.0005327526,0.0001518444,0.0002018638,0.0009949598],"category_scores_gemma":[0.001246782,0.0001818743,0.0003367754,0.0004065859,0.0002361955,0.0001999067,0.0003103562,0.0001874529,0.0001595099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002299614,"about_ca_system_score_gemma":0.0001470638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364296,"about_ca_topic_score_gemma":0.002393649,"domain_scores_codex":[0.9994971,0.0001724589,0.00003362108,0.0001179946,0.0001107225,0.00006819533],"domain_scores_gemma":[0.9991289,0.0003071569,0.0003169824,0.00007325811,0.0000764633,0.00009725999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001306174,0.00006166578,0.8915793,0.000032239,0.000156635,0.0001158116,0.0001378352,0.0002184551,0.09815171,0.00002224408,0.00003352863,0.008184338],"study_design_scores_gemma":[9.478465e-7,0.0001133703,0.9987103,7.809334e-7,0.00001300274,0.00003733605,0.00002938367,0.0001601316,0.0008964207,0.000006924229,0.00003024041,0.000001155717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999461,0.0001405374,0.0002204137,0.000004716301,9.861328e-7,0.000002223688,0.00007653287,0.000003453463,0.00009018223],"genre_scores_gemma":[0.9992212,0.00007024386,0.0003222893,0.000007426794,0.000001998811,0.000003058456,0.0001871254,0.000003487281,0.0001831202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001364296,"threshold_uncertainty_score":0.003328443,"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."}}