“The Provinces Elect Governments, Bangkok Overthrows Them”: Urbanity, Class and Post-democracy in Thailand
Bibliographic record
Abstract
Urban social movements are often associated with what are considered ‘progressive’ causes and most activists involved in such movements are inclined to describe themselves in such terms. The Thai coup of September 2006 poses problems for any such easy identification. Although executed by the military, on behalf of royalist interests, the coup was supported by an array of primarily Bangkok-based and middle-class groups, many of them associated with organisations such as NGOs and state enterprise unions. Although some of these groups claimed anti-neo-liberal political orientations, their support for the coup effectively placed them on the side of forces opposed to quasi-Keynesian policies and in favour of specific forms of neo-liberalism—at least for Thai villagers. This paper explores this development by focusing on the Bangkok/upcountry and urban/rural divisions in Thai politics, which, although socially constructed, have taken on political substance, in part because of their grounding in regionally differentiated class structures.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".