From “special relationship” to “strategic partnership”: prospects for renewal of Canada-CARICOM relations in a polarizing global political economy
Bibliographic record
Abstract
This paper assesses the prospect for a renewed era of bilateral cooperation amongst Canada and the Caribbean Community. It argues that ongoing efforts to operationalize the Canada-CARICOM Strategic Partnership entail promising preliminary signs, but that substantive renewal requires a new mutual fidelity encompassing credible commitments toward a more equitable political profit-sharing arrangement. For Canada’s part, these include enhancing domestic market access for key CARICOM exporters, explicit recognition of vulnerable CARICOM business sectors, effective legal protections for temporary foreign workers, and a new juridical approach toward naturalized legal offenders. For CARICOM, credibility entails renewed efforts at integrating member-state firms into Canadian value chains alongside a new collective vision for regional development. En lieu of such commitments the new strategic partnership seems destined to perpetuate an increasingly listless bilateral continuum.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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 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".