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
One of the most remarkable things about Thomas Wyatt’s poetry is how strikingly it tends to be neglected in Renaissance studies. This article focuses on some of Wyatt’s sonnets and muses on why the poet obsesses over time therein. While sonnets are generally said to be about love, Wyatt’s seem to be not only about this overfamiliar notion but also about the notion of time. The poet’s concern about time in his poetry is however not a solo concern, meaning it is not expressed on its own; rather, it is coupled in an astonishing complexity to the poet’s preoccupation with death. Wyatt in fact experienced impending death at an early age in his lifetime due to illness, which, I explain, is precisely what sets off those temporal reflections. Impending death can indeed trigger in one an instant reflection on time in that one becomes more attentive to its value, movement, and transience and feels the urgency to save and get more of it, which is generally called lateness. Wyatt’s poetry being imbued by lateness makes it endemic to a certain kind of style: a late style.
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 | 0.001 | 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) | 0.023 | 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