{"id":"W2187981913","doi":"","title":"Estimation of milk lactose and somatic cells for the diagnosis of sub-clinical mastitis in dairy buffaloes","year":2007,"lang":"en","type":"article","venue":"International Journal of Agriculture and Biology (Pakistan)","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; Streptococcus agalactiae; Lactose; Somatic cell count; California mastitis test; Quarter (Canadian coin); Animal science; Dairy cattle; Staphylococcus aureus; Veterinary medicine; Food science; Medicine; Biology; Streptococcus; Lactation; Microbiology; Bacteria; Pregnancy; Ice calving","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":[0.0004444784,0.0002750309,0.0002546102,0.0006686029,0.0002079455,0.0003167505,0.000139547,0.000278023,0.0006370668],"category_scores_gemma":[0.001164994,0.0001950709,0.00009174658,0.0002059096,0.0004359613,0.0002706468,0.0002578775,0.0001961488,0.0001470647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174424,"about_ca_system_score_gemma":0.0001762423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556213,"about_ca_topic_score_gemma":0.002138355,"domain_scores_codex":[0.9997769,0.00005231493,0.00001966463,0.0000421467,0.00007616875,0.00003276683],"domain_scores_gemma":[0.9997217,0.00006640871,0.00007755795,0.00001217089,0.00005988255,0.00006223226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005477768,0.0001246326,0.8819402,0.00005732657,0.00002330154,0.0004644965,0.000249327,0.0001059307,0.1080445,0.00002346386,0.00008859544,0.008330471],"study_design_scores_gemma":[0.000009273693,0.0005865633,0.9912499,0.000008900044,0.00001789898,0.001344098,0.0003354261,0.0005170212,0.005573922,0.00002425291,0.0003279897,0.000004727387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993408,0.0002997312,0.0001605188,0.00001254446,0.000001638066,0.000004433158,0.00003062209,0.000002903279,0.000146807],"genre_scores_gemma":[0.9990863,0.000171818,0.0004813049,0.00001318051,0.00000479313,0.000005698962,0.00007139935,0.000001061609,0.0001644193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556213,"threshold_uncertainty_score":0.003094316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03790965599454624,"score_gpt":0.3407534106298957,"score_spread":0.3028437546353495,"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."}}