From Prediction Through Reflection: Guiding Students: Through the Process of L2 Listening
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 article attempts to bridge the apparent gap between L2 listening theory and practice by examining the effect of two tasks designed to teach students how to listen. This small-scale study involved two groups of students (N=41) registered in the second semester of a beginner-level French as a Second Language course. Students completed each task and then reflected on its usefulness in facilitating comprehension and its effectiveness in raising their awareness of the listening process. Students reacted positively to both listening tasks and provided suggestions for improving the second task. Student responses highlighted the benefit of predictions, the usefulness of discussion with a partner, and the motivational effect of focusing attention on the process as well as the product of listening. This study illustrates the potential of applying current knowledge about developing metacognitive processes and metacognitive knowledge in L2 listening pedagogy.
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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 | 0.001 |
| 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 | 0.000 |
| 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