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
[2]<br><br>the Park then by Livingston westward through Montana and Idaho on the N.P.R. through Washington to Seattle and by steamer to Victoria B.C.- Tacoma, Portland then leave by S.P.C. Shasta route southward through Oregon crossing the Siskiyou mountains & passing near Mount Shasta & through the Canon [diacritic] of the Upper Sacramento by daylight and then I leave the party at Martinez where I shall give myself the<br><br>[3]<br><br>pleasure of spending a day with you, to return after joining the C.P.R. by Glacier, Banff-Winnipeg & Toronto to this place. The tourist party goes on after I leave them to San Francisco San Jose Santa Cruz &c. &c. to Yosemite Valley & Canon of Arizona - Salt Lake City &c. go back to Philadelphia.<br>I would rather that this excursion started a week or 10 days earlier as their later start cuts into the time at my disposal , but at my time of life I considered it better to take advantage of a<br>
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