{"id":"W2417656158","doi":"10.1080/08898480.2013.836426","title":"Multiseason transmission for Rift Valley fever in North America","year":2016,"lang":"en","type":"article","venue":"Mathematical Population Studies","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Rift Valley fever; Outbreak; Geography; Population; Rift valley; Vector (molecular biology); Livestock; Transmission (telecommunications); Fishery; Virology; Biology; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003495456,0.0001131274,0.0001006657,0.0003101601,0.000280247,0.0002189576,0.0001818249,0.0001565563,0.002811692],"category_scores_gemma":[0.0009176129,0.00006509915,0.000100424,0.0002430421,0.000145409,0.0002569626,0.0001889837,0.0001848432,0.0001123938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433492,"about_ca_system_score_gemma":0.0003113054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01760948,"about_ca_topic_score_gemma":0.03076027,"domain_scores_codex":[0.9998518,0.00008028351,0.000005586811,0.00002004779,0.00001893953,0.00002328718],"domain_scores_gemma":[0.9996895,0.0001131496,0.0001071922,0.0000173394,0.00003416906,0.00003870359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003199118,0.0002580986,0.8673771,0.0002676738,0.0001447618,0.001675815,0.004125074,0.0008503866,0.007703432,0.004181662,0.007070553,0.1060254],"study_design_scores_gemma":[0.00001845962,0.0001960974,0.9885725,0.00008306627,0.00003303014,0.001492081,0.002163851,0.00201739,0.0002856347,0.0008706321,0.004254045,0.00001311227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920933,0.002141356,0.0009474399,0.000664893,0.00001791941,0.00002759824,0.0002374818,0.0000177735,0.003852126],"genre_scores_gemma":[0.9982226,0.000731067,0.0004472097,0.00006585012,0.00001002523,0.00001362138,0.0001091049,0.000002398631,0.0003980856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9823905,"threshold_uncertainty_score":0.03501397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07038216718508504,"score_gpt":0.370633347244897,"score_spread":0.3002511800598119,"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."}}