Stuck on a Spoke: Proliferating Bilateral Trade Deals are a Dangerous Game for Canada e-brief
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
Canada’s Minister of International Trade, David Emerson, heralded a free trade agreement with the European Free Trade Association in June by saying “Canada is back in the game.” In July, the government announced talks on free trade with Colombia, Peru and CARICOM (the Caribbean Community). While the new agreement is an overdue triumph over special interests, and western-hemisphere liberalization offers economic and political benefits, a broader view of trade policy shows that Canada has fallen behind — and is perhaps even playing in the wrong arena. To be sure, with the Doha Round of multilateral negotiations in the World Trade Organization stalled, Canada should not merely watch as other countries pursue alternative trade strategies. Rather than poking about various corners of the world for new bilateral trade deals, however, Canada’s top priority should be guarding and enhancing links with its most important partner: the United States. Canadians seem to have forgotten some key trade interests that were frontof-mind 15 years ago. Following the 1988 Canada-US Free Trade Agreement (FTA), many observers saw threats to Canada from proliferating bilateral deals. The main concern was the emergence of hub-and-spoke arrangements — countries with larger economies or better negotiators amassing lots of bilateral arrangements with themselves at the centre.
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.
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 | 0.001 | 0.001 |
| 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