Syllable position effects in the perception of L2 Portuguese /l/ and /ɾ/ by L1-Mandarin learners
Why this work is in the frame
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Bibliographic record
Abstract
This study reports syllable position effects on second language (L2) Portuguese speech perception, revealing that L2 segmental learning may be prone to an influence from the suprasegmental level. The results show that first language (L1) Mandarin learners had diminished performance on the discrimination between the target Portuguese liquids (/l/ and /ɾ/) and their position-dependent deviant productions, suggesting that the cause of their perceptual confusability differs across syllable positions. Another syllabic position effect was attested in the acquisition order (/l/ onset > /l/ coda , /ɾ/ coda > /ɾ/ onset ), demonstrating that an L2 sound is not mastered equally in all positions. Furthermore, we also observed that an increase in L2 experience affected only the perceptual identification accuracy of [l], but not of [ɾ]. This seems to suggest that L2 experience may exert different degrees of impact, depending on the L2 segments. Both theoretical and methodological implications of these results are discussed.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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