French & English in Dieppe, New-Brunswick
Bibliographic record
Abstract
Le présent article décrit la situation linguistique à Dieppe. À la fois dernière ville francophone au sud-est de l'arc acadien et immédiate banlieue de la ville de Moncton, elle héberge une majorité de francophones en contact permanent avec la communauté anglophone, majoritaire dans la province du Nouveau-Brunswick. Le continuum linguistique est le plus étendu possible, allant de locuteurs unilingues français à des locuteurs unilingues anglais, en passant par des locuteurs parfaitement bilingues. À l'aide de différentes sources (sondages de Statistiques Canada, sondages municipaux et enquête de terrain), nous tentons de dresser le portrait des communautés francophones et anglophones, ainsi que des relations qu'elles entretiennent. Se dessine une relation plutôt apaisée, mais plus instable qu'on l'imagine de prime abord.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.060 | 0.006 |
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".