Maximiser le potentiel économique du Québec - 13 réflexions
Bibliographic record
Abstract
The ageing of the population and the acceleration of economic growth in emerging countries, particularly China, have led many economists to say that the time has now come to see economic growth in developed countries slow down. Some even talk about a new standard, indicating that this slower growth will be a permanent phenomenon and that it is better to get used to it. Where is Quebec in all this? What decisions must be made by our leaders to maximize, in this context, the province's economic potential in the short, medium and long term? In an attempt to answer these major questions, this book calls on 13 economists, who have given themselves the mandate to write a practical guide. The recommendations are clear and the analysis made is accessible to all readers who want to know more about Quebec's economic future. From the "Point de mire sur le Québec économique" series, edited by Mario Lefebvre with Marcelin Joanis and Luc Godbout and published by Presses de l'Université Laval (PUL), the book is available electronically via the PUL website or in bookstores. Le vieillissement de la population et l’accélération de la croissance économique dans les pays émergents, notamment la Chine, font dire à plusieurs économistes que l’heure est maintenant venue de voir ralentir la croissance économique dans les pays développés. Certains parlent même d’une nouvelle norme, indiquant que cette croissance plus lente sera un phénomène permanent et qu’il vaut mieux s’y habituer. Où se situe le Québec dans tout cela? Quelles décisions doivent être prises par nos dirigeants afin de maximiser, dans ce contexte, le potentiel économique de la province à court, à moyen et à long terme? Pour tenter de répondre à ces grandes questions, cet ouvrage fait appel à 13 économistes, lesquels se sont donné comme mandat de rédiger un guide pratique. Les recommandations y sont claires et l’analyse effectuée est à la portée de tous les lecteurs soucieux d’en savoir davantage sur l’avenir économique du Québec. De la collection « Point de mire sur le Québec économique », sous la direction de Mario Lefebvre avec Marcelin Joanis et Luc Godbout et publié aux Presses de l’Université Laval (PUL), l’ouvrage est disponible de façon électronique via le site Web des PUL ou en librairies.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.020 | 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; 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".