‘Flowers and criticism’: The political economy of the renminbi debate
Bibliographic record
Abstract
Since 2003 China has faced increasing pressure, especially from the US and Japan, to revalue the renminbi. In July 2005 China responded by announcing a small revaluation and a switch from a dollar peg to a tightly managed float against a currency basket. The mainstream economic debate, which we briefly review, has focused on whether, and to what extent, the renminbi is undervalued. From a political economy perspective, however, the more interesting question is why China has been so reluctant to significantly revalue the renminbi especially since it was keen to prove itself a ‘responsible member of the international community’ by not devaluing in the wake of the Asian financial crisis in 1997–1998. We argue that this can be explained by three factors. These are, firstly, the diminished ability of China's policy-makers to use the export tax rebate policy to mitigate the effects of a revaluation. Secondly, there are differences in the regional context between the two time periods. Thirdly, in the international game of ‘problem assignment’, China refuses to accept that the US trade deficit is its ‘problem’.
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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 | 0.019 | 0.021 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.005 | 0.026 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.006 | 0.006 |
| Insufficient payload (model declined to judge) | 0.006 | 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".