Out of the Shadows of Angkor
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
With nearly 400 pages, Out of the Shadows of Angkor: Cambodian Poetry, Prose, and Performance through the Ages is an outstanding collection of classic and contemporary writing. The volume emerges from the thirty-year effort of a community to gather Cambodian literary and cultural works. In doing so, they not only translated rare works into English for the first time, but also helped to rescue writing lost during the Khmer Rouge regime (1975–1979). Readers will find the following and more: –Cambodian writing ranging over fourteen hundred years, from the seventh century to the present; –translations of classical texts;selections of modern Cambodian poetry, prose, and folk theater; –contemporary writings by Cambodian refugees and children of the diaspora living in countries from Australia to the United States, Canada, and Europe; –visual art, including oil paintings by Theanly Chov and excerpts from a graphic novel by Tian Veasna. “The work included in Out of the Shadows of Angkor is just a part of the vast, diverse repertoire of Cambodian literature created by those born in Cambodia, in the camps, and in new lands. Soth Polin once told me, ‘What we have lost is indescribable . . . what we have lost is not reconstructable. An epoch is finished. So when we have literature again, it will be a new literature.’ We hope this book brings out of the shadows some of the lost, hidden, and emerging gems of Cambodian literature—past, present, and moving into the future.” —From the overview essay by guest editor Sharon May
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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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