Bibliographic record
Abstract
This essay examines the questions raised by the present financial crisis through an enquiry into the institutional foundations of American finance. We view with some scepticism strong claims concerning the disastrous outcome for the structural dynamism of the global financial system and America's position in it. Many critical political economists tend to take the system of global financial markets as their point of departure and then locate the US in this system. Such approaches, however, generally fail to do justice to the decades-long build up of US financial power and do not capture many of the organic institutional linkages through which the American state is connected to the world of global finance and which are responsible for its imperial sprawl. In many ways, financial globalisation is not best understood as the re-emergence of international finance but, rather, as a process through which the expansionary dynamics of American finance took on global dimensions. Because the present system of global finance has been shaped so profoundly by specifically American institutions and practices, it will not do to evaluate the changes and transformations of this system on the basis of either an abstract, generic model of capitalism or mere extrapolations from conjunctural crises. Crisis and instability are part and parcel of the dynamics of imperial finance and so are the managerial capacities developed by the US state. The most important questions that should occupy critical political economists therefore have to do not with what appear to be external challenges to US financial power (or the putative opportunities for progressive change opened up by them), but, rather, relate to the ways in which the imperial network of intricate, complex and often opaque institutional linkages between the US state and global finance is managed and reproduced.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.008 | 0.007 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.015 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".