{"id":"W2083964343","doi":"10.1371/journal.pone.0108592","title":"Prediction and Control of Brucellosis Transmission of Dairy Cattle in Zhejiang Province, China","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Specialized Research Fund for the Doctoral Program of Higher Education of China; China Postdoctoral Science Foundation; National Natural Science Foundation of China; International Development Research Centre","keywords":"Brucellosis; Transmission (telecommunications); Dairy cattle; Veterinary medicine; Brucella; China; Brucella abortus; Biology; Environmental health; Livestock; Cattle Diseases; Medicine; Geography; Animal science; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0007608674,0.0004720958,0.0002998684,0.0008150681,0.000280137,0.0007572132,0.0006573206,0.0003625001,0.0003437565],"category_scores_gemma":[0.001175678,0.0002362482,0.0003159028,0.0004576777,0.0002401178,0.0003702255,0.0003346153,0.0002129117,0.00005571178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220574,"about_ca_system_score_gemma":0.001469612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1303336,"about_ca_topic_score_gemma":0.06494747,"domain_scores_codex":[0.9997732,0.00003999154,0.00002147652,0.0000543407,0.00004732995,0.00006370441],"domain_scores_gemma":[0.9994996,0.0001732184,0.0001088615,0.00001789833,0.0001233953,0.00007691778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002055049,0.0001638061,0.4809496,0.00008911633,0.00008551032,0.0004439859,0.0001514011,0.4953785,0.002351067,0.0006287206,0.0007501675,0.01880268],"study_design_scores_gemma":[0.00001860086,0.00006449881,0.06726196,0.0000125701,0.00002660428,0.00002038993,0.0001131121,0.9316111,0.0004630046,0.0002303851,0.0001698556,0.000007949268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968778,0.0001341032,0.002402284,0.0001002386,0.000007078226,0.00001057868,0.0001547278,0.0000295006,0.0002837201],"genre_scores_gemma":[0.9990103,0.0000866863,0.0004428424,0.0000071437,0.000002595283,0.000003770599,0.0002706723,0.000001237845,0.0001747355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303336,"threshold_uncertainty_score":0.25915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512708049112459,"score_gpt":0.2659351396221949,"score_spread":0.2108080591310703,"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."}}