Writing in Two Cultures: Chinese Professors Return from the West
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
Little is known about nonnative English language teachers who, after having been awarded an MA or PhD in the West, return to their home countries and write academic papers mainly in their first language. This study, based on interview data, reports on the writing and teaching experiences of nine Western-trained Chinese TESOL (Teaching English to Speakers of Other Languages) professionals in China. The findings show that the participants were all conscious of their biliterate/bicultural intellectual identity. Although some had different views about what counted as logic and digression in academic discourse, most of the participants were persistent in promoting a direct and linear English approach in their own writing as well as in their teaching of both English and Chinese writing. The study highlights the complexity of bilingual/bicultural intellectual identity and the contribution of Chinese TESOL scholars either toward or against an Anglo-centric globalization of rhetorical development.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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