The Effect of Negotiating Pedagogies in Saudi College EFL Writing Classrooms
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
Studies on the application of centre applied linguistics circles’ writing pedagogies in EFL settings have placed great emphasis on the agency and innovativeness of local teachers. Local teachers often exercise absolute power over students’ learning processes by transplanting Western approaches to writing into their local contexts. However, the active roles of student-writers in negotiating, constructing and transforming these pedagogical imports to suit their needs have been overlooked in the literature. This study examined how my students’ negotiations with writing pedagogies that I imported from the USA helped them to move from writing to display knowledge to writing in order to construct and transform knowledge, at levels such as self, content and form. It was found that these pedagogies helped me critically reflect upon my position as an EFL writing tutor as well as scaffold my students’ learning accordingly. They also helped my students to assume active roles in writing classes.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 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