Periurban Land Redevelopment in Vietnam under Market Socialism
Why this work is in the frame
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Bibliographic record
Abstract
Starting in the 1990s, the Vietnamese state sought to expand and modernise the country’s urban system after four decades of anti-urban policies. This paper examines the reworking of the socialist land regime that followed from this shift. It begins by explaining how new legislation and institutions combined market and socialist principles to lure domestic enterprises into realising the state’s new urban ambitions. It then shows how this hybrid reordering of policy triggered local experiments with periurban land redevelopment and new forms of alliances between the state and private capital. Using the case of the Land-for-Infrastructure mechanism, which uses land as in-kind payment for the building of infrastructure, it is found that this experiment undermines the implementing of official planning orientations and regulations. Finally, the paper explores the relationship between this problematic outcome and the political-economic environment within which recent land policy changes have been implemented in Vietnam.
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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 | 0.000 | 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 | 0.001 | 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) | 0.001 | 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