{"id":"W2803405026","doi":"10.14202/vetworld.2018.642-648","title":"Exploring factors associated with bulk tank milk urea nitrogen in Central Thailand","year":2018,"lang":"en","type":"article","venue":"Veterinary World","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Kasetsart University; Royal Golden Jubilee (RGJ) Ph.D. Programme; Thailand Research Fund","keywords":"Lactose; Herd; Animal science; Somatic cell count; Linear regression; Mathematics; Bulk tank; Urea nitrogen; Urea; Statistics; Biology; Veterinary medicine; Medicine; Food science; Lactation; Ice calving; Endocrinology; Biochemistry; Creatinine","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":[0.000581687,0.000333507,0.0002350298,0.0006137766,0.0003146383,0.0008347231,0.000310975,0.0002199217,0.0006760883],"category_scores_gemma":[0.001095567,0.0002249189,0.0002788943,0.001359989,0.0003943026,0.0004275587,0.000403985,0.0003131871,0.00008277698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004647295,"about_ca_system_score_gemma":0.0006479115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01660918,"about_ca_topic_score_gemma":0.02212661,"domain_scores_codex":[0.9995518,0.0001216301,0.00005576814,0.0001281979,0.00007065186,0.00007185165],"domain_scores_gemma":[0.9987655,0.000213869,0.0006955049,0.00003486637,0.0001240337,0.000166243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005988132,0.00002149626,0.9972159,0.00002733486,0.0000353709,0.0002078388,0.0002292233,0.00007774809,0.0005606138,0.00001151902,0.00005183161,0.001501251],"study_design_scores_gemma":[0.000001422298,0.00006395359,0.9979512,0.00001267195,0.00001631523,0.0002421653,0.0009551506,0.0004940713,0.0001212197,0.00002263744,0.0001150871,0.000004109912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993513,0.0002157767,0.0001017968,0.00002004696,0.000002759105,0.000003756174,0.0001588789,0.000003060039,0.0001425419],"genre_scores_gemma":[0.9994938,0.0001086019,0.0001032733,0.00001191037,0.000003879314,0.00000481777,0.0001792017,0.000001865169,0.00009250428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01660918,"threshold_uncertainty_score":0.03302503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.189783340408046,"score_gpt":0.2601521128895956,"score_spread":0.07036877248154963,"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."}}