Article use in Cameroon English and in non‐standard British English
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
ABSTRACT: This study is concerned with the various uses of articles in certain non‐standard dialects of British English and in Cameroon English (CamE). Variations in the use of definite and indefinite articles are dealt with. More specifically, the paper examines various contexts in which definite and indefinite articles are used in Cameroon: specific and non‐specific reference, institutional and non‐institutional meaning, count and noncount uses, among others. This paper is based on the observation that the influence of the British colonists, especially missionaries (many of whom were not always speakers of Standardized varieties of British English), on various CamE grammatical usages in general and article use in particular has so far been grossly under‐researched. In fact, in some contexts, a sizable portion of educated CamE speakers use the articles in much the same way as speakers of certain non‐standard dialects of the British Isles. One of the conclusions this paper arrives at is that the history of colonization and evangelization through mission schools might have played a major role in the transportation to, and transplantation into, the colonies (Cameroon in this case), of British non‐standard dialects, many features of which eventually took root.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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