Les jeunes adultes québécois et le crédit*
Bibliographic record
Abstract
Connaissances, attitude et pratiques reliées au crédit de même que nature et niveau des dettes sont les aspects qui ont été évalués chez des Québécois de 18 à 29 ans. Les résultats indiquent que ces jeunes utilisent les produits de crédit à un niveau relativement élevé, mais connaissent peu leur fonctionnement. Leur attitude face au crédit et à l’endettement est partagée et une majorité d’entre eux prétend avoir certaines pratiques socialement désirables. Plus de 75% des jeunes ont au moins une dette, la plus répandue étant la dette d’étude, suivie du solde impayé sur une carte de crédit. L’étude permet de confirmer que le niveau d’utilisation du crédit et le nombre de jeunes ayant des dettes a cru considérablement depuis 10 ans.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.004 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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; both teacher heads agree on what is shown here.
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".