{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008210103,0.0001025375,0.0003012221,0.00007863009,0.00006997678,0.000004463342,0.00002035462,0.00003703521,0.00008248083],"category_scores_gemma":[0.0003558603,0.00005576473,0.0000918495,0.0001441817,0.00004246631,0.00006798501,0.00001214548,0.00003883931,0.0000435164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006524949,"about_ca_system_score_gemma":0.000006070845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227937,"about_ca_topic_score_gemma":0.00003397065,"domain_scores_codex":[0.9992761,0.0000195203,0.0002764085,0.0001545062,0.0001240999,0.0001493689],"domain_scores_gemma":[0.9995279,0.0001951671,0.0000459214,0.0001055872,0.00006671771,0.00005866013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004987316,0.001489257,0.6238137,0.001708904,0.0003982257,0.00001307388,0.003607093,0.00008137175,0.002114925,0.005770181,0.004966047,0.3555384],"study_design_scores_gemma":[0.004125097,0.0004347442,0.9635229,0.0009254944,0.0001891248,0.000008592905,0.0004398272,0.003596465,0.0002024398,0.0136911,0.01254415,0.0003201333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325304,0.0002848398,0.06356605,0.002457273,0.00006982175,0.000707908,0.000007652527,0.00008382863,0.0002922328],"genre_scores_gemma":[0.9930846,0.00009002315,0.005792042,0.00009391428,0.00005523059,0.00009544568,0.000007592678,0.00001357839,0.0007675507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3552183,"threshold_uncertainty_score":0.2274019,"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."}}