Colonised and Neurasthenic: <em>From the Appropriation of a Word to the Reality of a</em> Malaise de Civilisation <em>in Urban French Vietnam</em>
Bibliographic record
Abstract
Neurasthenia remains an important health problem in certain Asian populations, both in Asia as well as in a diasporic context. An anachronistic disease for Western observers, it has become an exotic culture-bound syndrome as well as a somatoform disorder too often hiding much more serious issues of depression. This article approaches this 'problematic' health issue from a historian's point of view and offers a colonial genealogy that will discuss neurasthenia's outline in French Vietnam. By retracing and analysing the different mentions, definitions, and uses of the term neurasthenia in the interwar period, it aims to better understand certain historical realities that might have shaped the local identity and spatiality of this problem (concentrated in colonial cities in which social change and modernity were expressed in their most salient forms), and perhaps even identify reasons that facilitated its post-colonial survival.
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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 | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.008 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".