Bibliographic record
Abstract
Qiaopi is the name given in Chinese to letters written home by Chinese emigrants to accompany remittances, in the 150 years starting in the 1820s. Qiaopi had numerous functions and dimensions, ranging from economic and social to cultural and political. In June 2013, the Qiaopi Project was officially registered under UNESCO's Memory of the World programme, set up in 1992 because of a growing awareness of the parlous state of preservation of documentary heritage in the world. This book presents around one hundred letters from Singapore, China, Malaysia, Thailand, the USA, and Canada, including photographic reproductions of the original letters, transcriptions in Chinese characters, and English translations, where necessary with explanatory notes. Most of the letters collected in Chinese and non-Chinese archives, and in this sourcebook, were products of the Qiaopi system as traditionally defined. A few, especially some to and from North America, especially in the second half of the twentieth century, went through the Post Office, and were not handled by Chinese remittance companies. Not all the letters accompanied remittances.
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.
How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.002 | 0.013 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.004 |
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; both teacher heads agree on what is shown here.
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".