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
Abstract Beginning with the much-discussed pair of similes in Books 5 and 6 likening Jason to Sirius, Chapter 14 argues that Valerius draws an analogy between Jason and Sirius outside of these similes, as well, in the closing books of the epic. It demonstrates that there is a meaningful conjunction between Jason as Sirius and Absyrtus and Aron as two other bright celestial bodies, the sun and the morning star, hinting at the conditions for cosmic ekpyrosis. It then turns to an earlier episode in the epic, the rape of Hylas, and argues that a set of connections between Hylas’s depiction at the moment of his rape and a network of reflected light similes in Greek and Latin epic helps to figure Hylas, too, as an embodiment of the morning star. A concluding discussion of the phrase tale iubar, used in describing both Hylas and the Temple of the Sun at Colchis, looks forward to the next chapter.
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) | 0.001 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.109 | 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