{"id":"W2022905830","doi":"10.1603/me11221","title":"Predicting Weekly Variation of<i>Culex tarsalis</i>(Diptera: Culicidae) West Nile Virus Infection in a Newly Endemic Region, the Canadian Prairies","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Saskatchewan Ministry of Agriculture; University of Saskatchewan","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Culex; West Nile virus; Biology; Vector (molecular biology); Abiotic component; Abundance (ecology); Ecology; Mosquito control; Infection rate; Western hemisphere; Virology; Virus; Geography; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001805066,0.0001292752,0.0004416958,0.0002938593,0.00007886238,0.00001390532,0.0001774554,0.0003103735,0.0002977675],"category_scores_gemma":[0.002267931,0.00008653077,0.0001600113,0.0002616085,0.0001616162,0.0001622911,0.00003276526,0.0007234901,0.000006877844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535181,"about_ca_system_score_gemma":0.001216593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2055242,"about_ca_topic_score_gemma":0.1810204,"domain_scores_codex":[0.9976378,0.0003088769,0.0007907063,0.000113911,0.0007496763,0.000399016],"domain_scores_gemma":[0.9982333,0.0002397912,0.0005185221,0.0001715704,0.0002090494,0.000627721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003268206,0.0003015212,0.984719,0.00006075421,0.0001713898,0.0002436713,0.002192298,0.00003310279,0.0002859776,0.001966811,0.003282846,0.006415805],"study_design_scores_gemma":[0.002869155,0.0004690167,0.9804588,0.0002352743,0.0002978882,0.002729706,0.0001917995,0.0009356827,0.00004639125,0.0002459721,0.01143841,0.00008188884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640215,0.00186616,0.001178941,0.0308955,0.001209567,0.0002288515,0.000003975818,0.00001073074,0.000584756],"genre_scores_gemma":[0.9955407,0.0003670077,0.00003732818,0.002566253,0.00141175,0.00001010721,0.000006720384,0.00001303537,0.00004704493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03151923,"threshold_uncertainty_score":0.8339238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148625660488557,"score_gpt":0.2838025763360541,"score_spread":0.2689400102871984,"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."}}