Bibliographic record
Abstract
Parmi tous les îlots identitaires de la francophonie maritimienne, celui du Madawaska, situé au nord-ouest du Nouveau-Brunswick, affiche haut et fort sa distinction. Dans cette région francophone peuplée par des colons acadiens et canadiens-français, l’identité régionale, dans son incarnation la plus poussée, prend parfois même la forme d’une négation de l’appartenance de la région à l’Acadie contemporaine et la promotion d’un autre type identitaire, le Brayon de la mythique République du Madawaska. Cet article examine le processus de construction identitaire au Madawaska au XXe siècle. Il cherche à mettre au jour les représentations identitaires qui prennent forme dans la région et à les mettre en lien avec l’identité acadienne. Entre la promotion des liens du Madawaska à l’Acadie et la mise en valeur des traits régionaux distinctifs, il montre que les représentations identitaires régionales se recomposent au fil du siècle, au fur et à mesure que l’environnement se modifie.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.012 | 0.013 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| 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".