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
For Pound the Orient primarily meant China and Japan and his initial exchange with the Far East was through visual media. Born in Hailey, Idaho and raised in Pennsylvania, Pound witnessed America's early vogue for Japonisme and Chinoiserie. His parents, like many who had admired Far Eastern artifacts at the Centennial International Exhibition (1876), had a Ming vase in their house in suburban Philadelphia. Pound entered the University of Pennsylvania in 1901, just in time for a rich collection of Chinese wood-carvings, ink paintings, and calligraphic objects mounted in the newly opened Free Museum of Science and Art, now the University of Pennsylvania Museum. On a visit to his beloved “Aunt Frank” in New York City in his last years in America, he was shown a screen-book with waterscape scenes alongside manuscript poems in Chinese and Japanese. This screen-book, a relic from Japan, was to become the main source of Canto xlix.
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 | 0.001 | 0.001 |
| 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