{"id":"W2121639913","doi":"10.2987/5609.1","title":"USE OF GEOGRAPHIC INFORMATION SYSTEMS TO ASSESS THE FEASIBILITY OF GROUND- AND AERIAL-BASED ADULTICIDING FOR WEST NILE VIRUS CONTROL IN BRITISH COLUMBIA, CANADA","year":2007,"lang":"en","type":"article","venue":"Journal of the American Mosquito Control Association","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control","funders":"National Research Council Canada; British Columbia Centre for Disease Control","keywords":"West Nile virus; Geographic information system; Outbreak; Geography; Cartography; Biology; Virus; Virology","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":[0.002661873,0.0001128477,0.0008542799,0.00009770821,0.0001085882,0.0001532888,0.000181045,0.00005787951,0.000002680826],"category_scores_gemma":[0.003850365,0.0001022569,0.000227273,0.0004122961,0.00007107689,0.0002530888,0.00001636905,0.000182463,5.870136e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007590174,"about_ca_system_score_gemma":0.0007131905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7215105,"about_ca_topic_score_gemma":0.7356797,"domain_scores_codex":[0.9973109,0.0003012206,0.00122962,0.0001167746,0.0007418283,0.0002996877],"domain_scores_gemma":[0.9936702,0.001388626,0.003092496,0.0002301854,0.001477894,0.0001406509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001624475,0.0001266681,0.9869311,0.00009389944,0.0002327588,0.000002287288,0.00005782644,0.001604684,0.005514565,0.000007204944,0.0005178115,0.003286738],"study_design_scores_gemma":[0.006659578,0.0005523579,0.9833485,0.0002197335,0.0005246271,0.00000903217,0.0006302245,0.007477944,0.00004499122,0.000007671201,0.0004340939,0.00009116936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929426,0.0001562742,0.003197649,0.001267321,0.0004082162,0.001679722,0.0003397061,0.000004336846,0.000004223527],"genre_scores_gemma":[0.9978625,0.00001298541,0.00005799452,0.001822168,0.0001796804,0.00003577706,0.000005427492,0.00001156348,0.00001196201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01416925,"threshold_uncertainty_score":0.4609524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407008249802355,"score_gpt":0.2556496760534621,"score_spread":0.2415795935554386,"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."}}