The Hmong of Australia : Culture and Diaspora
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
The Hmong are among Australia’s newest immigrant populations. They came as refugees from Laos after the communist revolution of 1975 ended their life there as highland shifting cultivators. The Hmong originate from southern China where many still remain, and others live in Vietnam, Thailand and Burma. Hmong refugees are now also settled in the USA, Canada, France, Germany and French Guyana. Already the beauty and richness of traditional Hmong culture, in particular their shamanism and embroidered costume, has attracted the attention of the Australian public, but little is known about these people, their background or the struggles they have faced to adjust to a new life in Australia.This interdisciplinary collection of articles deals with their music and textiles, gender and language, their social adaptation and their global diaspora. The book aims to bring knowledge of the Hmong to a wider public and contribute to the understanding of these people.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| 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