World Englishes, English as an International Language and Applied Linguistics
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 study discusses World Englishes (WEs) in relation to English as an International Language (EIL) and Applied Linguistics. Taking into account Kachru's interesting but at the same time controversial debate about the status of English in its varieties, which is commonly called WEs and the opposing ideas presented by Quirk, it is aimed to present an overview of these discussions, providing some examples. Kachru's three concentric circles, the Interlanguage theory, Standard English and English as a Lingua France (ELF) were paid special attention while touching upon the controversial debates on World Englishes. Moreover, following these discussions on Wes, EIL and Applied Linguistics, some questions tried to be answered about teaching and teacher education, seeing that the  uses of English internationally are not just related to the Expanding Circle, but also it includes native speakers as well as members of the Outer Circle.
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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