The Study of the Development of Writing Skill in the Textbooks of the Action-Oriented Approach, a Case of Iranian Learners of FFL
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
<p class="apa">This paper analyses the written competence and corpus of Iranian learners of French at two levels (A1 and A2). The data were collected in a quantified and qualified manner with auto evaluation grids and narrative text writing to analyze the action-oriented approach textbooks’ efficiency in writing. Basically the approach of the three manuals, <em>Alter ego, Echo and Connexions</em> advantaging of the implicit approach grammar teaching, calls into question their effectiveness regard to the written skill. The <em>Alter ego</em> manual is less effective in the teaching of writing skills and in return the Echo manual is more. This difference was especially remarkable about the Content of written productions of three groups of learners. In the Iranian context that we are the only inductive approach does not meet the student needs who are used to learn the traditional manner grammar.</p>
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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 | 0.002 | 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 | 0.000 | 0.001 |
| 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