DE L'AMÉNAGEMENT LINGUISTIQUE Á LA POLITIQUE LINGUISTIQUE : LE CONTACT DES LANGUES AU TRAVAIL EN MILIEU MINORITAIRE ACADIEN
Bibliographic record
Abstract
Seront presentes dans cet article les resultats d'une recherche ethno-sociolinguistique de longue haleine menee dans un milieu de travail bilingue situe en Acadie du Nouveau-Brunswick.Nous insisterons surtout sur I'interet que presente Ie genre d' etude dans I' analyse des situations sociolinguistiques et dans la formulation des strategies d'intervention qui s'ensuivent.Autrement dit, comment I'ethno-sociolinguistique et la sociolinguistique critique peuventelles, en tant que disciplines, contribuer a la reflexion sur les mesures d'amenagement linguistique et eclairer d'un nouveau jour I'analyse des situations sociolinguistiques?Nous insisterons particulierement sur I'importance de la prise en compte de la dimension symbolique de la langue dans Ie processus d'analyse des situations linguistiques et, partant, dans Ie processus d'amenagement qui s'ensuit.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.014 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".