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
Translation has been much maligned over the centuries, and that of poetry in particular (think of Dante, Cervantes, and Victor Hugo). The present article, drawing, for the most part, on modern German verse and its renditions into English, investigates the complex phenomenon of such endeavors and arrives at a somewhat different – or, at least, more differentiated – result. Of course, there is no dearth whatsoever of blunders and veritable howlers in translation; however, there do occur – if rather seldom, granted –instances of perfect and flawless end products and, indeed, even cases of a poetic enrichment of the original in the target language. The examples discussed include, among others, poems by Georg Trakl, Marie Luise Kaschnitz, Günter Eich, Karl Krolow, Günter Kunert, and, above all, Hans Magnus Enzensberger from German literature as well as (seemingly artless) Eskimo, or Inuit, poetry as once collected, under the title Snehyttens Sange , by the Danish ethnologist Knud Rasmussen.
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) | 0.001 | 0.001 |
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