Geopolitical economy and the production of territory: The case of US–China geopolitical-economic competition in Asia
Why this work is in the frame
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Bibliographic record
Abstract
Recent work in political geography and Marxist, critical political economy has refocused attention on the interrelations between political economy and geopolitics. This paper examines the contributions of Antonio Gramsci to the theory of geopolitical economy and the production of territory. Doing so enables two key insights. First, explaining the production of territory requires unraveling multiple—sometimes competing—levels of geopolitical and geoeconomic power relations. It follows that geopolitical economy requires historicizing the practices of territorialization. The second point is that the practice of territorialization is today everywhere bound up with the project of producing and reproducing capitalist (i.e. class) social relations, including the capitalist form of the state as a social relation. To support this claim, we examine recent US–China hegemonic competition in regional, geoeconomic strategies—US’s “Trans-Pacific Partnership” and China’s “One Belt, One Road” Initiative.
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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 | 0.001 | 0.001 |
| 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