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
In this article I argue that the conception of discourse ethics that Jürgen Habermas advances in his seminar paper, ‘Discourse Ethics: Notes on a Program of Philosophical Justification’, is subject to significant revision in later work. The central difference has to do with the status of the universalization principle and its relationship to the ‘rightness’ validity claim. The earlier view is structured by a desire to provide a weak-transcendental defense of the universalization principle. The later revision, however, essentially undercuts the basis of this argument, because it severs the conception of practical discourse from the analysis of speech acts. As a way of responding to the difficulties this creates, I propose a ‘reboot’ of the discourse ethics program. This involves reverting to the earlier, more Durkheimian and less Kantian, formulation of the theory. The result is a program that is no longer encumbered by sterile debates about the correct formulation of the universalization principle, but can plausibly claim to provide insight into the role that language-dependence plays in the development and entrenchment of increasingly pro-social behavior patterns within our institutions.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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