Rhetoric and the Public Sphere
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Theoretical or conceptualConsensus signal: Theoretical or conceptual
- Genre
- Candidate signal: EmpiricalConsensus signal: none
- Teacher disagreement score
- 0.985
- Threshold uncertainty score
- 0.793
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| 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)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.300 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
The pathologies of the democratic public sphere, first articulated by Plato in his attack on rhetoric, have pushed much of deliberative theory out of the mass public and into the study and design of small scale deliberative venues. The move away from the mass public can be seen in a growing split in deliberative theory between theories of democratic deliberation (on the ascendancy) which focus on discrete deliberative initiatives within democracies and theories of deliberative democracy (on the decline) that attempt to tackle the large questions of how the public, or civil society in general, relates to the state. Using rhetoric as the lens through which to view mass democracy, this essay argues that the key to understanding the deliberative potential of the mass public is in the distinction between deliberative and plebiscitary rhetoric.
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.
The record
- Venue
- Political Theory
- Topic
- Critical Theory and Philosophy
- Field
- Social Sciences
- Canadian institutions
- University of Toronto
- Funders
- not available
- Keywords
- RhetoricDeliberationDeliberative democracyPublic sphereDemocracyPolitical scienceCivil societyState (computer science)SociologyPublic administrationEpistemologyLaw and economicsLawPoliticsPhilosophy
- Has abstract in OpenAlex
- yes