{"id":"W3006392482","doi":"10.1093/jme/tjaa020","title":"Mosquito Species Composition and Abundance in Quebec, Eastern Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Université Laval","funders":"","keywords":"Biology; Vector (molecular biology); Aedes; Range (aeronautics); Culex; Anopheles; DNA barcoding; Aedes albopictus; Abundance (ecology); Zoology; Ecology; Aedes aegypti; Larva; Malaria","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001783189,0.00007897016,0.0003707472,0.00004467133,0.00001398073,0.0000103323,0.0001156884,0.00008337594,0.0005216798],"category_scores_gemma":[0.0002472606,0.00006086681,0.00005006833,0.00007958493,0.00007927994,0.00003732612,0.00003692038,0.0003289134,0.00000200172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008713707,"about_ca_system_score_gemma":0.0008346525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1256302,"about_ca_topic_score_gemma":0.2619255,"domain_scores_codex":[0.9986309,0.00006690076,0.0003938907,0.0001067837,0.0006374254,0.0001640379],"domain_scores_gemma":[0.9990978,0.00007797337,0.000136029,0.00005703043,0.00006101266,0.0005701399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007029608,0.0009013732,0.7411239,0.0008972956,0.0005715456,0.05116531,0.002639537,0.00006528712,0.008703629,0.006227298,0.06677386,0.1139014],"study_design_scores_gemma":[0.01893384,0.001806304,0.8732352,0.0008804359,0.0003290609,0.003734956,0.001585445,0.009325514,0.0004020577,0.0001924767,0.0892586,0.0003161046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730106,0.002250675,0.0002587781,0.1239561,0.0002517428,0.00006242905,0.000002557117,0.000003193519,0.0002038783],"genre_scores_gemma":[0.9875749,0.0001758811,0.00003134388,0.01147222,0.0005921309,0.000001092617,0.000002338435,0.000005696694,0.0001443936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1362954,"threshold_uncertainty_score":0.8801923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297986992694391,"score_gpt":0.2629418480727744,"score_spread":0.2499619781458305,"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."}}