Le prix du savoir : l'acces a l'education et la situation financiere des etudiants au Canada.
Bibliographic record
Abstract
Source des donnes utilises dans ce documentprovenant des dix provinces canadiennes et dont les individus sont gs de 15 ans et plus (excluant les personnes qui vivent dans les rserves indiennes, les membres temps plein des Forces armes canadiennes ainsi que les dtenus des tablissements correctionnels).Le sous-chantillion visait les jeunes Canadiens gs de 18 24 ans (17 24 au Qubec).Au total, 5 141 questionnaires ont t remplis auprs d'un chantillon de 6 456 jeunes repr dans l'EPA ce qui donne un taux de rponse de 79.6%.Au moment o l'enqute ft ralise, environ deux tiers des rpondants taient ou avaient dj t tudiants.Ainsi, le nombre d'tudiants s'lve 3 400 tandis que les non-tudiants s'lve environ 1 700.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 teacher head, 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".