Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Federal agencies are intensifying efforts to create or approve new tools to help combat the deadly Ebola epidemic, which is raging through three West African countries. Last week, NIH and the Department of Defense announced an early clinical trial of an Ebola vaccine, the second new trial in as many months. FDA also cleared the way for two new diagnostic tests for the disease. The NIH/DOD Phase I clinical trials will test a vaccine, VSV-ZEBOV, developed by Canada’s Public Health Agency and licensed to NewLink Genetics Corp. of Ames, Iowa. The drug is a version of the vesicular stomatitis virus that has been genetically engineered to express the outer protein of the Zaire Ebola virus strain. The study at NIH’s Clinical Center in Bethesda, Md., will examine the safety of and immune response to two doses of the vaccine. The DOD trial at Walter Reed Army Institute of Research in ...
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.
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 it