Contemporary capitalism, uneven development, and the arc of anti-capitalism
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
Uneven and combined development remains crucial for understanding the continued widening and deepening of capitalism. However, the nature of the heterogeneous and uneven development of contemporary capitalism, especially since the 1970s, makes problematic the characterization of capitalist totality, as a coherent stage and as a singular, albeit uneven, combination. This complicates the successful pursuit of anti-capitalism, which now requires varied but interrelated responses at all scales and involving a range of approaches, from local community activism and non-capitalist alternatives to mass Leninist-inspired parties, and an international socialist movement. Thus, a far more uneven anticapitalism is appropriate; and a single, overarching anti-capitalist process, such as Permanent Revolution may not be the only or way forward. This is not an argument for a post-Marxist horizontal heterogeneity; but rather an exploration of the reasons and possibilities for a dialectical anti-capitalism, where beneficial encounters occur across the arc of anti-capitalism, within which proletariat mobilization remains a central component. Such confluence offers one starting point for contending with the perennial duality of reform and revolution, manifest today in the either/or of an anti-capitalism of total revolution and an agonistic, fractional post-Marxist politics working to reduce oppression and hardship within capitalism.
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 | 0.000 |
| 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 | 0.003 |
| 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