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
Friedrich Nietzsche and Martin Heidegger hold firmly entrenched places within the canon of modern philosophy. And rightly so: both are penetrating critics of liberal modernity. Yet we need to ask ourselves whether, as academics teaching these thinkers, we are doing full justice to the more disturbing aspects of their thought. They don’t simply interrogate the axioms of modern life as a subject for intellectual reflection; they have a praxis-oriented project to demolish the post-1789 moral-political dispensation that we tend to take for granted and replace it with a new radically illiberal and anti-egalitarian dispensation. The task of reconsidering the perils of going too easy on these thinkers, or giving them the benefit of the doubt, is made more urgent by the apparent return of fascist or ‘fascoid’ modes of politics, and in particular, the emergence of a far-right intelligentsia all too keen to appropriate these thinkers for far-right purposes.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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