Bibliographic record
Abstract
Les paiements aux producteurs, octroyés par le programme Agri-stabilité, ont augmenté en réponse à plusieurs facteurs différents comprennant la baisse des prix mondiaux, un accroissement des dépenses et une diminution des rendements dans certaines régions. Plusieurs nouveaux paiements en cas de catastrophe naturelle ont été mis en place dans le cadre du programme Agri-relance, aidant ainsi les éleveurs de l'Ouest canadien et les producteurs de pommes de terre du Québec. Le nouveau programme de la Loi canadienne sur les prêts agricoles (Canadian Agricultural Loans Act – CALA) remplace la Loi sur les prêts destinés aux améliorations agricoles et à la commercialisation selon la formule coopérative (LPAACFC) et améliore l'accès des producteurs et des coopératives agricoles aux garanties de prêts. Le Programme de transition pour les producteurs de tabac fournit une aide financière de 1.05 CAD par livre de quota aux producteurs souhaitant quitter ce secteur.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.006 | 0.006 |
| Meta-epidemiology (broad) | 0.005 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.005 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".