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 recent years the rise of far-right politics in North America and Europe has called into question the stability and cohesion of the so-called liberal international order. Scholars and commentators have argued that this swelling configuration of reactionary social forces threatens the future of western hegemony within a 21st century global capitalism. This essay reflects on the role of transnational organizations, organic intellectuals and elite actors in shaping the modern far-right movement. This essay will discuss the rise of a transnational ideology of the contemporary far-right which I call ‘far-right civilizationism’. This far-right ‘hegemonic project’ seeks to challenge the centrist global governance model of ‘neoliberal cosmopolitanism’, which has been dominant in the West since the end of the Cold War. The reactionary worldview of far-right civilizationism represents an alternative elite grand strategy for world order, purposed to refurbish elite hegemony during a period of profound structural crisis.
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 | 0.003 |
| 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 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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