Cross-linguistic influence in scope ambiguity
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
Abstract Cross-linguistic influence of interface-conditioned properties in bilingual language acquisition has been reported in a large number of studies and various linguistic domains. While many of these studies have found that cross-linguistic influence can occur in the form of delay, few have shown evidence for acceleration (a.o., Kupisch, 2007 ; Meisel, 2007 ; Schwartz, Nir, Leikin, Levie, & Ravid, 2014 ). In this paper we investigate the interpretation of indefinites in sentences containing negation by simultaneous bilingual (2L1) English-Dutch and Italian-Dutch children. Our results provide evidence for cross-linguistic influence from Italian to Dutch in the form of acceleration, only. We conclude that in cases of partial overlap between a bilingual child’s two languages, the direction of cross-linguistic influence can also depend on language-internal properties.
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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 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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