A Study on the Metaphors of Chinatown in The Concubine’s Children
Bibliographic record
Abstract
The literary background of Denise Chong’s novel The Concubine’s Children mainly sets in Chinatowns in Canada, where Chinese immigrants struggled for a living, strived for their dreams, and preserved their “portable root”, in second half of the nineteenth century. By narrating the real family stories and representing living conditions of her former generations in Chinatown, Denise Chong expressed her admiration and pride to them, and even stood in awe of them. Chinatown in Canada, once was the enclave for the early Chinese-Canadians who were isolated from the social mainstream, political and cultural life. It is not only a witness of the history of Chinese-Canadians and a spiritual home, but also a muse who gives inspiration to the creation of Canadian-Chinese literature. By analyzing the metaphorical figures of Chinatown--Utopia, transplanted tree, and invisible dome, the essay probes into the implications and significance of Chinatown, its multifaceted images being unveiled. Meanwhile, courage, tolerance and persistence in Chinese immigrants are revealed.
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 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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.020 | 0.025 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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".