On the Learning of Auxiliary Use in the Referential Variety by Speakers of New Brunswick Acadian French
Why this work is in the frame
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Bibliographic record
Abstract
Abstract This study investigates the learning of Referential French by speakers of Acadian French at the university level. One difference between the two varieties lies in their use of auxiliaries in compound tenses. In Acadian French, avoir is used categorically in compound tenses with verbs of inherently directed motion and pronominal verbs, while Referential French uses être . A controlled-production task and an acceptability judgment task were administered to 80 speakers of New Brunswick Acadian French who were students at a francophone university in New Brunswick, 40 first-year students and 40 fourth-year students. Results show that, while there is still variability in the fourth-year students’ auxiliary use, their performance is significantly closer to Referential French than that of the first-year students.
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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 | 0.059 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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