Bibliographic record
Abstract
Abstract Three archival photographs recently made public by the French National Library depict men associated with an event taking place in colonial Laos around 1920. However, upon examination of the pictures and textual sources, combined with contemporaneous documents, it turns out that the pictures are actually from Tonkin (colonial northern Vietnam) and may depict Batchai (Pa Chay Vue) a celebrated Hmong messiah in 1918 when he met with colonial authorities in an ultimate negotiation attempt before launching a four-year rebellion. Batchai famously led a violent revolt against Tai and French power in Tonkin and Laos between 1918 and 1921, which has been documented in French military reports. No photograph has ever been found of the rebel leader and his supporters and this find in itself would be of significance, especially for the Hmong diaspora in the West for whom Pa Chay Vue has achieved near-mythical status as a major folk hero. This article examines whether or not this is him; but beyond the simple task of identification, it proposes interpretations for the events that suggest a more complex affair than French military archives have ever been willing to tell, including the hypothesis of an administrative cover up.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.031 | 0.012 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".