Regional innovation system and economic competitiveness: The case of British Columbia
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
According to the World Economic Forum (WEF), Canada has the world's twelfth most competitive economy. Nevertheless, it is not presumptuous to think that The Country is not achieving its full potential. Canada is somewhat an underperformer when it comes to innovation and business sophistication. To boost Canada's innovation performance is paramount to improve Canada's competitiveness and ultimately the maintenance of Canada amid the World's most developed economies. The main objective of this study is to investigate Canada's innovation capabilities focusing on a smaller unit of analysis - British Columbia. This paper includes a thorough literature review linking innovation, productivity, and economic competitiveness. Secondly, this study investigates the current status of innovation in British Columbia. Lastly, this study makes recommendations to be applied to British Columbia aiming at helping improving Canada's innovation performance.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it