{"id":"W4401389161","doi":"10.2139/ssrn.4916050","title":"The Paths of Introduction, Establishment, and Expansion of Aedes Aegypti and Dengue in a Temperate Region of Brazil","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Aedes aegypti; Dengue fever; Temperate climate; Geography; Aedes; Biology; Ecology; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005169912,0.0001763468,0.0001889323,0.000990264,0.0003940063,0.0008177103,0.0002946331,0.0002810717,0.001303329],"category_scores_gemma":[0.001964929,0.0001921535,0.0002582752,0.0009176746,0.0006433409,0.0006418301,0.0008146946,0.000256476,0.00009729069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148624,"about_ca_system_score_gemma":0.001386955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.105727,"about_ca_topic_score_gemma":0.1360825,"domain_scores_codex":[0.9997272,0.00008271683,0.00001825287,0.00006103299,0.00002615488,0.00008472428],"domain_scores_gemma":[0.9990718,0.0002760599,0.0003157496,0.00003558388,0.0001916086,0.0001090934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001538547,0.00002188491,0.9737548,0.0001228687,0.00009945864,0.000362165,0.003598303,0.0006865415,0.004711887,0.004612709,0.000282833,0.01159272],"study_design_scores_gemma":[0.000005966022,0.00003894931,0.9948428,0.00005132804,0.00003315005,0.0001876145,0.002155121,0.000700725,0.000189559,0.0004768739,0.001308445,0.000009466108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923736,0.00200015,0.0003921299,0.0003975993,0.000005445093,0.00002555138,0.0005072218,0.000006758598,0.004291633],"genre_scores_gemma":[0.9989038,0.0006221851,0.000190151,0.00002061204,0.000001919872,0.000005576848,0.00008198815,0.000001827977,0.0001720147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105727,"threshold_uncertainty_score":0.2102231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005705954796446948,"score_gpt":0.2545254289206835,"score_spread":0.2488194741242366,"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."}}