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
bound and not far to the southward of Sable Island, Nova Scotia or,.rto quote the nanuscript record literally, in "Lat.about 43 N., and Long.60 W." "There had been a northeast gale for five days," which perhaps accounts for the occurrence of the bird so far to the westward.For two days previous to its capture it had been seen following the steamer.When it sought refuge on her decks it was utterly exhausted and very much emaciated, being, indeed, "nothing but skin and bones.""The men on board tried" to revive it "with food (probably corn beef and hard tack) .... but it died a short time before the steamer reached port."Her Second Officer, S. A. Cornwell by name, took it in the flesh to D. B. Mackie of Malden, Massachusetts, by whom it was skinned, sexed and mounted and from whom I afterwards purchased it, through the kind offices of Dr. Lombard C.Jones, also of Malden.I am further
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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