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
In his recent monograph on textual criticism, Richard Tarrant discusses the history, problems and practices of diagnosing interpolations in Latin texts, and persuasively argues for ‘restor[ing] interpolation to the editor's armoury’. In the hopes of better arming future editors, I identify a possible interpolation in the second book of Claudian's De Raptu Proserpinae (= DRP ). The passage in question describes the celebrations in the underworld that attend the wedding of Pluto and Proserpina; joining in the holiday mood, the Furies let their snaky hair down to enjoy a drink of wine while they light festive torches for the nuptials ( DRP 2.343–7): oblitae scelerum formidatique furoris Eumenides cratera parant et uina feroci crine bibunt flexisque minis iam lene canentes 345 extendunt socios ad pocula plena cerastas et festas alio succendunt lumine taedas.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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