Moth Luna (Actias luna)
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
The Luna moth (Actias luna) is American Moon Moth also known as the Nearctic moth of the family Saturniidae, subfamily Saturniinae, a group recognized as the giant silk moth. The Luna moth is found east of the Great Plains in the United States from Florida to Maine, North America, and Saskatchewan east through central Quebec to Nova Scotia, Canada. Luna moths are rarely found as vagrants in Western Europe. In June 1987, Luna moth appeared on a United States First Class postage stamp. Within two dozen butterflies have been honored in postage stamps, this was the only moth. This remarkable critter is recognizable by its wings. But, the most interesting thing about Luna Moth is that this insect doesn’t have a digestive system or a mouth. It lives only for about a week after leaving the cocoon and never eats.
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 | 0.001 |
| 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) | 0.002 | 0.006 |
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