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
No less than he did for poetry, Ezra Pound successfully redefined both the conceptual and procedural terms for translation as a mode of literary production during the modernist period and after. Over practically his entire long career, Pound engaged in a sustained and enormously varied effort as both a practitioner and theorist of translation. Stretching at least from the early Sonnets and Ballate of Guido Cavlacanti (1912) all the way to the late collection of Love Poems of Ancient Egypt (1962), Pound published renderings of numerous different works from a wide range of languages, including Greek, Latin, Provençal, and classical Chinese, in addition to medieval Italian and Egyptian. Over and above the sheer volume of these efforts at rendering particular texts, he repeatedly, if never systematically, engaged in critical reflection about the practice, discussing both the larger cultural significance of translation and its proper methods. Taken together, his achievements in the arena of translation comprise a substantial and fundamentally important part of his overall accomplishment as a writer.
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 | 0.001 |
| 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