Finding a Place for Critical Thinking and Self-voice in College English as a Foreign Language 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
Although the concepts of critical thinking and self-voice have been extensively discussed in a second language writing, little attention has been given, on the pedagogical level, to critical thinking and self-voice in college EFL writing instruction. To fill such a void, this paper attempts to propose some pedagogical tasks namely: persuasive writing tasks, draft workshops one-on-one mentoring approaches for finding a place for critical thinking and self-voice in EFL classrooms. In doing so, this paper provides the operational definitions of critical thinking and self-voice concepts. It then discusses how these two concepts are closely related to complement EFL writing learning. In what follows, it presents the rationale for finding a place for critical thinking and self-voice in EFL writing. It then touches on some pedagogical practices for developing critical thinking and self-voice in classrooms. Lastly, it addresses some challenges related to implementing critical thinking and self-voice tasks in EFL classrooms.
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 | 0.004 | 0.016 |
| 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 | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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