Expanding the Role for the Minister of Foreign Affairs in a World of Conditional Extradition
Bibliographic record
Abstract
The imposition of conditions on extradition and the judicial acceptance of the use of assurances to address risks of unfair treatment or an unfair trial in a foreign state leads to a need to expand the role for the Minister of Foreign Affairs in matters of extradition. Using extradition from Canada as an example, this article recognizes that arguments of speed and efficiency have long given the Minister of Justice the determinative role in deciding whether a wanted person should be surrendered to another state. This concentration of power has not, however, sped up extradition in controversial cases, such as those concerning the extradition of Canadian citizens many years after the commission of the alleged crimes, and those involving crimes of a transnational nature that could be prosecuted in either Canada or another state. With the use of conditions and assurances as the means to improve the fairness of extradition, there is a need to make use of the expertise that resides within a foreign ministry to determine their content, appraise their credibility and reliability, and monitor their post-extradition performance. Amending the Extradition Act to require the justice minister to consult with the foreign affairs minister after the receipt of an extradition request and before ordering surrender is a recommended reform.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.031 | 0.028 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.013 |
| Scholarly communication | 0.010 | 0.009 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.009 | 0.013 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".