The Philosophic Origins of Deliberative Ideals
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
Abstract Deliberative democracy is a relatively recent development in democratic theory. But the theorists and practitioners of deliberative democracy often reach far back for philosophical and theoretic resources to develop the core ideas. This chapter traces some of those sources and ideas. As deliberative democracy is itself a somewhat contested theory, the chapter does not present a linear story of intellectual heritage. Instead it draws on a variety of sometimes disparate sources to identify different ideals that become stressed in different versions of deliberation and deliberative democracy. The philosophic sources canvased include Aristotle, Jean-Jacques Rousseau, Immanuel Kant, John Stuart Mill, John Dewey and American Pragmatism, John Rawls, and Jürgen Habermas. The chapter pays special attention to the way different philosophical sources speak to the balance between the epistemic and normative claims of deliberative democracy.
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 | 0.001 | 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 | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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