The Therapy of Theōria: Counterpointing Russon’s Reading of Plato's Republic
Bibliographic record
Abstract
This article applies Russon's principles of reading Plato's dialogues to solve a problem arising from both the dramatic and philosophical aspects of Plato's Republic: persuasive speech seems effective only when its audience is already willing to listen and be convinced. Yet if so, then either persuasive speech is powerless to persuade anybody truly, or it is unclear how it differs from simple manipulation or brainwashing. This article resolves this dilemma by using Russon’s insights about the kind of rationality Plato invites us to assume, namely a “concrete rationality,” and by analyzing the irst three interlocutors of Socrates in the Republic: Polemarchus, Cephalus, and, of course, Thrasymachus. This approach enables us to differentiate these three interlocutors, explain Thrasymachus’s persistence in listening to the conversation until the end despite his unwillingness to listen, as well as the therapeutic function of theōria for providing him some momentary relief from his “hatred of speech” (misologia).
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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 | 0.006 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.009 | 0.064 |
| Scholarly communication | 0.007 | 0.006 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.004 | 0.009 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".