Questioning the <i>Statesman</i>
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
There are three major themes in the dialogue thought to be Plato’s Statesman: the nature of statesmanship, the difference between perfect and less than perfect regimes and the method of division. In this paper I focus on the first two themes. I argue, first, that the dialogue makes a plausible case for what it takes to be a wise statesman. In doing so, I play down the importance of the second theme: the difference between regimes. In fact, I consider this discussion to be deeply flawed and even irrelevant to the argument of the first. My main purpose is to provide a critical analysis of the political theory articulated in the dialogue. My analysis is made plausible by abandoning the traditional view that the Statesman was written Plato in its entirety as a unified whole. In my view, a close reading of the text supports the hypothesis that it is, at best, semi-authentic; namely, that it is most likely a collage of fragments written at different times by Plato and other members of the Academy.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 it