Platonic Reflections on the Aesthetic Dimensions of Deliberative Democracy
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 essay utilizes Plato's insights into the role of shame in dialogical interactions to illuminate the aesthetic dimensions of deliberative democracy. Through a close analysis of the refutation of Polus in Plato's dialogue, the Gorgias, I show how the emotion of shame is central to the unsettling, dynamic, and transformative character of democratic engagement and political judgment identified by recent aesthetic critics of Habermas' model of communicative action and democratic deliberation. Plato's analysis of shame offers a friendly amendment to these aesthetic critiques by showing how the psychological forces at the heart of shame make the outcome of our political engagements with others uncertain and unsettling, even while they make possible the kind of self-reflexivity necessary to foster the deliberative virtue of sincerity or truthfulness.
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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 | 0.001 | 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) | 0.001 | 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 it