Perspectives démographiques de Québec et ses environs, 2006-2026
Bibliographic record
Abstract
Sont analysés ici quelques résultats tirés d’une projection basée sur une mise à jour des hypothèses de l’édition 2003 des perspectives de population et de ménages de l’Institut de la statistique du Québec. L’évolution démographique attendue d’ici à 2026 est présentée pour les municipalités composant la région métropolitaine (RMR) de Québec, tandis que le portrait régional est complété par des données concernant les diverses MRC des régions administratives de la Capitale-Nationale et de Chaudière-Appalaches. En suivant les tendances actuelles, on estime que la ville de Québec connaîtra, à l’instar de l’ensemble de sa RMR, un accroissement démographique de 10 % et une augmentation de ménages de 20 % entre 2006 et 2026. Les MRC les plus éloignées de la ville centre pourraient quant à elles subir un léger déclin démographique, malgré une augmentation du nombre de ménages.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.008 | 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".