What Socrates Learned From Parmenides. Part 2. Hypothesis, Antilogy, and Philosophical Self-Defense in the Phaedo
Bibliographic record
Abstract
My first study identified the cognitive abilities and argumentative skills developed by the gymnasia presented in Plato’s Parmenides. Since the correspondence with the intellectual virtues Socrates displays in other dialogues is too remarkable to be a coincidence, I concluded that Socrates must have trained with Parmenides’ eightfold routine in his youth. My second study supports this conclusion by drawing attention to textual evidence found in the Phaedo. The autobiographical account Socrates shares in that dialogue indicates how the gymnasia impacted his intellectual development, mostly through the action of hypothesizing. This strategic move used by the Eleatics transformed the originally sectarian way So- crates related to Forms and enabled him to protect his theory from attacks in a secure yet non-dogmatic way.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".