The transmission of dengue virus with <i>Aedes aegypti</i> mosquito in a heterogeneous environment
Bibliographic record
Abstract
This paper deals with dengue virus transmitted by the mosquito Aedes aegypti. A reaction–diffusion model is proposed incorporating both human and the A. aegypti population, where we divided mosquitoes into two sub-populations: the winged population and an aquatic form, with the winged mosquito population divided into the susceptible and infected classes. The threshold [Formula: see text] depending on spatial heterogeneity is introduced for the mosquito population. Moreover, we introduce the basic reproduction number [Formula: see text] for the infected classes, as well as its analytical properties. [Formula: see text] and [Formula: see text] are utilized to investigate the stability of the mosquito-established equilibriums. Our results show that the mosquitoes persist if [Formula: see text], while the transmission of dengue virus depends on the condition whether [Formula: see text] or [Formula: see text].
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".