Thailand and the Southeast Asian Networks of the Vietnamese Revolution, 1885-1954
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
Christopher Goscha resituates the Vietnamese revolution and war against the French into its Asian context. Breaking with nationalist and colonial historiographies which have largely locked Vietnam into 'Indochinese' or 'Nation-state' straightjackets, Goscha takes Thailand as his point of departure for exploring how the Vietnamese revolution was intimately linked to Asia between the birth of the 'Save the King Movement' in 1885 and the Battle of Dien Bien Phu in 1954. But his study is more than just a political history. Goscha brings geography to bear on his subject with a passion. While he considers the little-known political movements of such well-known faces as Phan Boi Chau and Ho Chi Minh across Southeast Asia, the author takes us into the complex Asian networks stretching from northeastern Thailand and the port of Bangkok to southern China and Hong Kong - and beyond. There, we see how Ho and Chau drew upon an invisible army of Vietnamese and Chinese traders, criminals, prostitutes, sailors and above all the thousands of emigres living in Vietnamese communities in Thailand.
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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 | 0.004 |
| 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