Les commémorations nationales pour les Acadiens de Nouvelle-Écosse : un espoir face à l’assimilation ?
Bibliographic record
Abstract
Les Acadiens forment une communauté dispersée géographiquement mais qui se retrouve dans une histoire et une culture communes. Pour l’essentiel, ils vivent dans l’Est canadien. Actuellement, ce sont ceux de la province du Nouveau-Brunswick qui détiennent le leadership, de par leur poids démographique et leur reconnaissance officielle. Ceux de Nouvelle-Écosse sont beaucoup plus fragiles ; pourtant, cette province est celle des principales implantations originelles. Dans cette province, ils forment de petits groupes villageois éloignés les uns des autres, et traditionnellement minorés. Dans une telle situation, les commémorations revêtent un enjeu beaucoup plus prégnant pour leur avenir à court terme. Leurs lieux emblématiques et la réception régulière de congrès acadiens sont dès lors des outils d’une survivance espérée.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.020 | 0.011 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| 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".