{"id":"W3194068480","doi":"10.3389/fvets.2021.735345","title":"Transmission Dynamics of Corynebacterium spp. Within Two Danish Dairy Cattle Herds","year":2021,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grønt Udviklings- og Demonstrations Program","keywords":"Herd; Transmission (telecommunications); Biology; Mastitis; Veterinary medicine; Dairy cattle; Quarter (Canadian coin); Danish; Animal science; Corynebacterium; Bulk tank; Bacteria; Medicine; Microbiology; Geography","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":[0.00148292,0.0003121959,0.000406614,0.000534144,0.0004948645,0.0009724263,0.0007681344,0.0006418561,0.0006789697],"category_scores_gemma":[0.002408129,0.0003341661,0.0005927699,0.0003181997,0.0004519573,0.0004032114,0.0004875993,0.0003444065,0.00007321979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378962,"about_ca_system_score_gemma":0.0007751266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08807236,"about_ca_topic_score_gemma":0.06348886,"domain_scores_codex":[0.9993445,0.0002296974,0.00004416121,0.0001767825,0.00005470839,0.0001501261],"domain_scores_gemma":[0.9987119,0.0006560758,0.0002633655,0.00009112524,0.0001240487,0.0001534941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005722179,0.0002628131,0.9124017,0.00007384696,0.00031693,0.0006561961,0.001212151,0.070066,0.008092284,0.0008333017,0.0002162139,0.005296472],"study_design_scores_gemma":[0.00005822711,0.0005845861,0.7676224,0.00003392492,0.0002126981,0.0002934246,0.001922886,0.2270501,0.001037977,0.0004716012,0.000646489,0.00006565607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996743,0.0000309975,0.000168319,0.00001314726,6.889149e-7,0.000002430785,0.00004930806,0.000001502262,0.00005934407],"genre_scores_gemma":[0.9995661,0.00003102887,0.0001580817,0.000005068595,5.910225e-7,0.000002210672,0.0001313719,6.117646e-7,0.000104805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08807236,"threshold_uncertainty_score":0.1751195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320810160604839,"score_gpt":0.2544004909173734,"score_spread":0.231192389311325,"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."}}