Port–FEZ Bundles as Spaces of Global Articulation: The Case of Tianjin, China
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
The authors examine possible ways to enhance interdisciplinary dialogue between transport geography and economic geography, its parent discipline. In the context of emerging paradigms of global production seeking to capture the outsourcing process with developing countries, the port–free-trade zone bundle is suggested as a valid intersect between spaces of production and spaces of circulation. Such zones act as interfaces between local and global spaces: they are spaces of global articulation. A case study of how such global articulation spaces are created in China is presented from the example of the Tianjin Economic Development Area (TEDA). Evidence suggests that, as the world factory, China purposely set up port–FEZs (free economic zone) in pairs and the use of containerized transport has been highly restricted to port-related production places; hence a dualism has been created in China's transport. It is found that TEDA consists of a continuum of customs-regulated spaces which act as a transition zone between domestic and international ‘status' commodities following a global production logic. At the same time, the creation of such enclaves consolidates a spatial ‘splintering’ effect that alienates such enclaves from their surroundings.
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 | 0.000 | 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 | 0.000 |
| 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