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
This article investigates the curious motley in Plato’s Statesman (291a–b) as a chorus of predators that threaten the statesman’s singular identity to govern. It identifies those quasi animals and hybrids – lions, centaurs, satyrs, and – for the first time scientifically – octopuses. It also unmasks them by literary criticism and linguistic scholarship as guises of Odysseus, the wily arch-deceiver of the Homeric epics. It discovers their choral leader as the ‘supreme wizard’, the Archon Basileus, the king-priest by lot who supervised the Athenian religious festivals and personally appointed Plato a chorus master. By casting the Archon Basileus as a ‘magician’ amid the seers and priests, Plato assesses his traditional role as deceiving the populace. The motley and its leader embody Plato’s distinction between mere appearances and the defined reality of the statesman. The article concludes that the motley was Plato’s clever ploy to unmask sophists by sophistry.
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 | 0.000 |
| 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