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Record W4398135802 · doi:10.4324/9781003279112-4

Four Stories about Canada's Separation of Powers Doctrine

2024· book-chapter· en· W4398135802 on OpenAlexaffabout
Vanessa MacDonnell, Keenan MacNeal

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicInternational Law and Aviation
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsDoctrineSeparation of powersSeparation (statistics)Political scienceHistoryLawComputer science

Abstract

fetched live from OpenAlex

In Canada, as in other Westminster states, there are good reasons to question the salience of the separation of powers as a constitutional principle. After all, there is no “strict” separation of powers between the executive, legislative, and judicial branches, and, until recently, the concept attracted relatively little attention from the Supreme Court of Canada. In the past several years, however, there has been a noticeable uptick in references to the separation of powers in the Supreme Court&s;s jurisprudence. This raises the question of what is driving increased resort to the principle, and what value(s) the Supreme Court is upholding when it invokes the separation of powers in its jurisprudence. This chapter employs systematic doctrinal analysis to examine Canada&s;s separation of powers doctrine. Four stories emerge from the analysis: first, that references to the separation of powers seem to be on the rise; second, that this trend is being led by specific judges; third, that, contrary to what might be assumed, the principle has been invoked to protect the sphere of action of the legislature, the executive, and the courts; and finally, that while the justices of the Supreme Court appear to largely agree on the meaning of the separation of powers as a concept, members of the Court are far less likely to agree on how the principle applies in practice. This has produced several cases in which the separation of powers forms the basis of a dissent.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.853
Threshold uncertainty score0.989

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.005
Science and technology studies0.0470.034
Scholarly communication0.0150.005
Open science0.0020.003
Research integrity0.0060.012
Insufficient payload (model declined to judge)0.0040.000

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.

Opus teacher head0.018
GPT teacher head0.299
Teacher spread0.282 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2024
Admission routes2
Has abstractyes

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Same topicInternational Law and AviationFrench-language works237,207