Evaluation of the effect of 2-borneol on the <i>Nauphoeta cinerea</i> model through oxidative stress and acute toxicity tests
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
Borneol, a compound found in resin-rich plants, is known for its aromatic and therapeutic properties. Widely used in countries, such as China, Japan, and Southeast Asia, borneol has also demonstrated efficacy in nanodrug administration. The primary objective of this study is to understand how borneol induces oxidative stress, its impact on the attraction and repulsion of Nauphoeta cinerea, and its acute toxicity. Results reveal that borneol acts as a repellent at higher concentrations, reducing the attractiveness of food. Additionally, borneol exhibits notable biochemical effects at specific concentrations, although without significant repellency. This suggests that borneol may be useful in the development of repellents, but further studies are needed to assess its environmental effects and topical applicability.
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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