Beyond the “weakness of the state”: Canada’s intervention in post-agreement Colombia
Bibliographic record
Abstract
During the 2021 mass protests in Colombia, and while international calls for the Colombian government to respect human rights were intensifying, Canada's position remained somewhat ambiguous. Part of Canada's ambiguity can be explained by a simplistic characterization of Colombia as a "weak state." This article assesses Canada's bilateral relationship by historizing the development of Colombia's governance in the key overlapping sectors of security, human rights, and natural resources. From extensive fieldwork, we distinguish two competing rationalities based on the articulation of the notions of "conflict" and "dissent" with the notion of the "rule of law." We believe that Canada's bilateral relation with Colombia in the last decades has overlooked the contradictions that exist between democratizing rationalities and antipolitical rationalities. As a result, Canada's foreign policy has been based on an overly simplistic conception of the relationship between development, security, and the rule of law.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".