{"id":"W2893765414","doi":"10.3168/jds.2018-14794","title":"The effect of individual quarter dry-off in management of subclinical mastitis on udder condition and milk production in organic dairy herds: A randomized field trial","year":2018,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Landbrugsstyrelsen; Coordination of European Transnational Research in Organic Food and Farming Systems; Miljø- og Fødevareministeriet; Ministry of Environment; Internationalt Center for Forskning i Økologisk Jordbrug og Fødevaresystemer","keywords":"Udder; Milk production; Field trial; Animal science; Herd; California mastitis test; Mastitis; Milking; Production (economics); Dairy cattle; Quarter (Canadian coin); Medicine; Veterinary medicine; Lactation; Biology; Ice calving; Agronomy; Geography; Pregnancy; Economics","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":[0.003429068,0.00145737,0.003171041,0.0008908627,0.0007105244,0.0008135895,0.00159228,0.00230165,0.002621657],"category_scores_gemma":[0.003212428,0.000808649,0.001112976,0.0004948527,0.001800843,0.0008804405,0.0006162631,0.001843916,0.0002751096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135838,"about_ca_system_score_gemma":0.001758969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482845,"about_ca_topic_score_gemma":0.002721579,"domain_scores_codex":[0.997323,0.00159363,0.0001661684,0.0003674979,0.0002054395,0.0003442988],"domain_scores_gemma":[0.9965821,0.001246729,0.0006689181,0.0002470724,0.0001546988,0.001100436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9454289,0.04069916,0.0006611789,0.0002318136,0.0001928983,0.00001973883,0.00004606219,0.0002272265,0.001793037,0.00003705379,0.000108874,0.0105541],"study_design_scores_gemma":[0.4753914,0.5189819,0.003660523,0.00003237793,0.0001994629,0.0000164594,0.00003901076,0.0006464435,0.0006272471,0.0001002535,0.0002877947,0.00001724953],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960412,0.0008611656,0.0002924898,0.0001466972,0.0001679195,0.00197636,0.0001313714,0.0000318812,0.0003509346],"genre_scores_gemma":[0.9913356,0.000773567,0.002305855,0.0003198678,0.0004248575,0.003629216,0.0002086269,0.000008389281,0.0009939562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003429068,"threshold_uncertainty_score":0.01813489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888304581013758,"score_gpt":0.2877551962952874,"score_spread":0.2688721504851498,"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."}}