{"id":"W4304957943","doi":"10.5864/d2022-018","title":"The role of climate change in the spread of vectors and vector-borne disease in Windsor-Essex County","year":2022,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Windsor; Climate change; Vector (molecular biology); Public health; Geography; Ecology; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008982453,0.0001116769,0.0003860418,0.00002695524,0.00009779024,0.000002518317,0.0001300012,0.00001220825,0.0001587429],"category_scores_gemma":[0.0000184,0.00006990151,0.00007904321,0.0001348468,0.00008485952,0.00002979713,0.00009562558,0.000169538,0.000002211813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241385,"about_ca_system_score_gemma":0.0000471354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000295011,"about_ca_topic_score_gemma":0.00003963703,"domain_scores_codex":[0.9984391,0.0003408782,0.0004517382,0.0001856307,0.0003365321,0.0002460842],"domain_scores_gemma":[0.9992375,0.00009679473,0.0002058126,0.000346446,0.000001901554,0.0001115519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007075552,0.001402949,0.6949918,0.00927877,0.00002625327,0.00003438843,0.001165103,0.00000408615,0.0000869411,0.002139851,0.0001352922,0.290027],"study_design_scores_gemma":[0.0006580132,0.0002826301,0.9689748,0.001177775,0.00005987756,0.000004475875,0.0004787079,0.0001099655,0.000002471133,0.00002821773,0.02816575,0.0000573546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3434327,0.6481424,6.065415e-8,0.006486798,0.00003002589,0.001614396,0.0002293204,0.000002618294,0.00006168493],"genre_scores_gemma":[0.7102908,0.2872086,0.000001249304,0.002117747,0.00002022951,0.0003136286,0.00003619399,0.000008316952,0.000003227465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.366858,"threshold_uncertainty_score":0.2850501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266106800027793,"score_gpt":0.2911625174358538,"score_spread":0.2785014494355759,"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."}}