{"id":"W3002501115","doi":"10.3389/fvets.2019.00483","title":"The Influence of Sociodemographic Factors on the Engagement of Citizens in the Detection of Dead Corvids During the Emergence of West Nile Virus in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Veterinary College, University of Guelph; Canadian Wildlife Health Cooperative","keywords":"West Nile virus; Geography; Virus; Environmental health; Virology; Biology; Medicine","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":[0.0008836444,0.0001088316,0.000225456,0.000104978,0.0001472646,0.000006583154,0.0006983925,0.00002484645,0.0000163576],"category_scores_gemma":[0.0002752063,0.00005488156,0.00006495795,0.001059052,0.0007184197,0.00006924263,0.0000941072,0.0002886458,6.26785e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083755,"about_ca_system_score_gemma":0.000551649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3385217,"about_ca_topic_score_gemma":0.3008768,"domain_scores_codex":[0.9983487,0.000194568,0.0004350595,0.0002030559,0.0005884055,0.0002302123],"domain_scores_gemma":[0.9991119,0.0001833294,0.0002254284,0.0003712251,0.00006733053,0.00004077818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006591437,0.00009539383,0.8027851,0.0001035428,0.0000224777,0.00001778109,0.008401739,0.002446047,0.1845645,0.00008252056,0.00005431381,0.0007674088],"study_design_scores_gemma":[0.0003205391,0.0005614128,0.9836509,0.00009764005,0.00001402956,0.000001366727,0.009676239,0.0009789,0.004528348,0.00002958465,0.00009012945,0.00005096717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985217,0.0002993715,0.00002242854,0.0004190011,0.0001736684,0.0004803154,0.00001487281,0.000002141123,0.00006644212],"genre_scores_gemma":[0.9997035,0.0000929529,0.00001498314,0.000146694,0.000006088916,0.00002528656,4.956512e-7,0.000003990413,0.000005995718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1808658,"threshold_uncertainty_score":0.7118804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939785652555814,"score_gpt":0.2356972865773632,"score_spread":0.216299430051805,"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."}}