Some Morphosyntactic Features of Russian as a Heritage Language in the Speech of Bi/Multilingual Children in Canada
Why this work is in the frame
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Bibliographic record
Abstract
Abstract This article addresses the development of some features of morphology and syntax in the speech of bi/multilingual children in Saskatchewan, Canada, who are heritage speakers of Russian. The article reports on the results of a descriptive study examining some morpho-syntactic characteristics of the Russian speech of 29 children between 5 and 6 years old from immigrant families. These results are compared with a sample of speech data produced by Russian monolingual children ( ML ). This comparison demonstrates that child RHL speakers produce more morpho-syntactic non-canonical forms than their ML peers, but that the development of noun cases and verbal forms overall is similar to what is observed among ML speakers.
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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 | 0.001 |
| 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) | 0.001 | 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