The Roles of Amicus Curiae (Friend of the Court) in Judicial Systems with Emphasis on Canada and Alberta
Bibliographic record
Abstract
In administrating their judicial functions, courts can resort to different devices. One of these devices is the appointment of an amicus curiae or a friend of the court. There have been many debates on the origins of this institution and even its definition due to its evolving nature. In this article, the author will consider what this nature is and whether judicial systems are prepared to appreciate this evolution or departure from the amici’s origins. The author is of the opinion that, at least in Canada, the judicial system is required to be careful in expanding the roles of amici and to appoint them in exceptional cases where their appointment is necessary for advancing the administration of judicial functions. In Alberta in particular, some cases are more prone to the amicus’ appointments but still the courts are cautious about determining their roles. The author concludes that in Canadian judicial systems, amici generally contribute to furthering the administration of justice in an orderly and fair manner.
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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 | 0.000 |
| 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 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".