Bibliographic record
Abstract
Abstract Eastern equine encephalitis virus (EEEV) is a member of the Alphavirus group in the family Togaviridae . It is an enveloped, positive‐sense RNA virus and is part of a group of other important arthropod‐borne viruses such as chikungunya virus and Ross River virus. EEEV is the etiological agent of eastern equine encephalitis (EEE) disease in humans and equines. The main mosquito vector is Culiseta melanura , which is found in the southeastern United States, Central America, and northern South America, but other “bridge vectors”, such as Aedes , Culex , and Coquillettidia , which feed on both birds and mammals, are responsible for infections in equines and humans. EEEV has been detected only in the Western Hemisphere, being found in eastern Canada and all U.S. states east of the Mississippi as well as several other states, including Arkansas, Minnesota, South Dakota, and Texas. Clinical manifestations of EEE infection vary from low‐grade fever to severe encephalitis, including death.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 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) | 0.013 | 0.009 |
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; both teacher heads agree on what is shown here.
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".