{"id":"W4247807976","doi":"10.13031/2013.11607","title":"MONITORING OF QUARTER HEALTH STATUS BY PERIODIC MILK CONDUCTIVITY MEASUREMENT: A USEFUL MANAGEMENT TOOL IN DAIRY HERDS","year":2013,"lang":"en","type":"article","venue":"","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herd; Milking; Somatic cell count; Udder; Mastitis; California mastitis test; Quarter (Canadian coin); Animal science; Veterinary medicine; Medicine; Biology; Lactation; Geography; Ice calving; Pathology","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":[0.001710105,0.0003301288,0.0003936478,0.001902248,0.0002922428,0.000477006,0.0005688192,0.0005728515,0.0006133029],"category_scores_gemma":[0.002093601,0.0002614068,0.0001240562,0.001045947,0.0002035981,0.0004663714,0.000369537,0.000256386,0.0002159828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005280942,"about_ca_system_score_gemma":0.0003100475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003740167,"about_ca_topic_score_gemma":0.01096774,"domain_scores_codex":[0.9991984,0.0002752006,0.00008233269,0.000176558,0.0001897147,0.00007776726],"domain_scores_gemma":[0.9980407,0.000343307,0.0009889633,0.00008380062,0.0002901104,0.0002532508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002832013,0.0001396562,0.9685292,0.00007422932,0.00002460464,0.00009834641,0.0003076291,0.0001985781,0.003619393,0.000008867482,0.000440429,0.02627584],"study_design_scores_gemma":[0.000008885574,0.0004892564,0.9973496,0.00001779283,0.00001892925,0.000115697,0.0001418103,0.0008839629,0.000675607,0.0000130714,0.0002785176,0.000006776273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972837,0.0004171663,0.000761885,0.00007869556,0.000005967328,0.00003721778,0.0006688467,0.00007437613,0.0006720666],"genre_scores_gemma":[0.9935696,0.0003296571,0.004461838,0.00005118731,0.00002805968,0.00005284049,0.001091596,0.000004996416,0.0004101365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003740167,"threshold_uncertainty_score":0.009043992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945136474969533,"score_gpt":0.2456443838005294,"score_spread":0.2261930190508341,"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."}}