Niveau de scolarité de la population âgée de 25 à 64 ans, population autochtone hors réserve, population non-autochtone, et population totale
Bibliographic record
Abstract
Niveau de scolarité de la population âgée de 25 à 64 ans, population autochtone hors réserve, population non-autochtone, et population totale, Canada, provinces et territoires. Ce tableau est présenté dans Section D : Études postsecondaires : Niveau de scolarité de la population âgée de 25 à 64 du Programme d’indicateurs pancanadiens de l’éducation (PIPCE). Le PIPCE tire de l’information d’un large éventail de sources de données pour fournir des renseignements sur la population d’âge scolaire, l’éducation primaire, secondaire et postsecondaire, les transitions et les résultats sur le marché du travail, fournissant des indicateurs pour l’ensemble du Canada, les provinces et les territoires, ainsi que certaines comparaisons internationales au fil du temps. Le PIPCE est une initiative en cours du Conseil des statistiques canadiennes de l’éducation, le fruit d’un partenariat entre le Conseil des ministres de l’Éducation (Canada) et Statistique Canada.
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 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.012 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.018 | 0.010 |
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".