Beating Time in the Slow Movements: Bensaïd’s Revolutionary Rhythms
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
Daniel Bensaïd was prominent among the revolutionary thinkers and activists who emerged from the mass insurgency of the 1960s, a period in which anti-capitalist organisers had genuine social weight grounded in connections to broad layers of the working class and radical movements. As the neoliberal offensive developed, working-class and allied movements experienced crucial defeats that marginalised anti-capitalist theory and practice. Bensaïd developed a unique theoretical analysis of radical mobilising during the neoliberal period, at once grounded in the history of revolutionary organising and audaciously open-ended in assessing the impact of capitalist restructuring and the employers’ offensive. The basis of his theoretical renewal lay in a new approach to understanding temporality that undercut any sense of socialist inevitability, and a commitment to revolutionary pluralism that was crucially located in the political sphere.
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 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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