{"id":"W2098412127","doi":"10.5539/ijb.v1n1p3","title":"Mastitis Causing Pathogens within the Dairy Cattle Environment","year":2009,"lang":"en","type":"article","venue":"International Journal of Biology","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Streptococcus uberis; Herd; Mastitis; Veterinary medicine; Biology; Straw; Bedding; Animal science; Sawdust; Dairy cattle; Microbiology; Bacteria; Streptococcus; Ecology; Agronomy; Medicine; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003310245,0.0002062645,0.0003090076,0.0004376211,0.0004596482,0.0007555744,0.0001318209,0.0002599199,0.0009388761],"category_scores_gemma":[0.000520125,0.0001369155,0.0001310429,0.0003238305,0.0003197903,0.0002918733,0.0003230663,0.0002632421,0.0001191762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873051,"about_ca_system_score_gemma":0.0001771923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300336,"about_ca_topic_score_gemma":0.002650089,"domain_scores_codex":[0.9996415,0.00006574378,0.00002285911,0.00006943808,0.0000966795,0.0001037143],"domain_scores_gemma":[0.9995182,0.0001187179,0.0002003541,0.00001609939,0.00006438435,0.00008232528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004316487,0.0001658994,0.9107653,0.00007193629,0.00004719511,0.0003531139,0.0004611905,0.00007556639,0.08070637,0.00004796137,0.00003566094,0.006838043],"study_design_scores_gemma":[0.000003770381,0.0004054602,0.9953828,0.000007408418,0.00002219149,0.0005386857,0.000721438,0.00007764944,0.002606142,0.00003216527,0.0001993578,0.00000284296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999608,0.0001949823,0.00004872415,0.000006650874,9.899812e-7,0.000001591206,0.00001618261,8.759346e-7,0.0001220202],"genre_scores_gemma":[0.9994761,0.0001450557,0.000165665,0.00001138859,0.000003559806,0.000002213527,0.00005853446,4.938859e-7,0.0001368676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001300336,"threshold_uncertainty_score":0.003140807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272020170745931,"score_gpt":0.2593917298165033,"score_spread":0.2321897127419102,"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."}}