Agency, identity and ideology in L2 writing
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
This study reports on how agency, identity and ideology played out in an L2 writing classroom. It investigated 31 L2 writers’ agency, identity and ideology as they accomplished their writing assignments in a required first-year composition class at a large North American university. The data for the study were collected from four different sources: (a) interviews with each participant; (b) process logs kept by each participant for the entire duration of the assignment; (c) class materials; and (d) classroom observation notes. Findings suggest that L2 writers’ portrayal of selves is not static and that it evolves during the course of the writing assignment. L2 writers’ agency leads them to use various writing strategies; perceive different writing activities to be difficult or easy; and adopt various lived experiences in composing. Their identity and ideology, on the other hand, help writers align with the writing tasks; influence their task perceptions; and mediate writing choices that are both rewarding and self-incriminating. Various implications for pedagogy and research are discussed.
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 | 0.000 | 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) | 0.002 | 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