Bibliographic record
Abstract
In a recent article published in theCQI argued the likelihood that in comparable underworld scenes Vergil modelled Charon's challenge to Aeneas inAeneid6.388–97 on Aeacus' challenge to Heracles in a surviving fragment of the tragedyPirithouscomposed by either Euripides or Critias, and I took the episode to be a reinforcement or a possible modification of E. Norden's suggestion that Aeneas' descent into the Underworld is modelled on acatabasisof Heracles. In the play Aeacus sees a figure approaching him and demands to know of the stranger both his identity and his business in coming. Heracles responds by giving his name and explaining that he has come hither at Eurystheus' command to fetch Cerberus alive from Hades and bring him to Mycenae's gates. Heracles must then have overcome Aeacus. for we next find Theseus and Heracles conversing in the Underworld about Pirithous. Earlier in the play Pirithous had lamented that he still languishes in Hades for having attempted, with Theseus as his accomplice, to carry off from the world below the goddess Persephone to be his bride. In the usual version both heroes are caught and punished in the world below and only Theseus is rescued by Heracles. In this play, however, Heracles now heaps praise upon Theseus for his loyalty in electing to stay with his friend Pirithous in Hades. Heracles then rescues both heroes.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.013 | 0.016 |
| Scholarly communication | 0.009 | 0.009 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.020 | 0.004 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".