L'ajustement par l'innovation : l'expérience du Canada atlantique
Bibliographic record
Abstract
La faible densité humaine et la dépendance sur l'exploitation des ressources naturelles semblent être à la base des difficultés structurelles que connaît la région du Canada atlantique. Une précarité relative qui, au cours des années 1990, aurait pu s'amplifier face aux nouvelles contraintes émanant de la globalisation, de l'entrée en force des technologies, de la rationalisation de l'appareil public et de la maturation du capital-ressources. Contre toute attente, l'espace régional a pu surmonter ces obstacles et adapter sa base traditionnelle aux impératifs de la nouvelle économie. Mieux, la région a réussi à mettre en place une panoplie de secteurs à forte intensité technologique et de connaissances qui attirent de plus en plus les investisseurs étrangers. Reste le problème des régions de ressources qui, pour l'instant, ne semblent pas vraiment imprégnées de cette nouvelle dynamique.
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 | 0.008 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".