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Record W4413803101 · doi:10.29173/mlj1439

Constitutional Dimensions of the Consultation and Accountability Systems within Canada’s Emergencies Act

2025· article· en· W4413803101 on OpenAlexaboutno aff
Keith Newman

Bibliographic record

VenueManitoba Law Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsnot available
Fundersnot available
KeywordsAccountabilityPrinciple of legalityPolitical scienceCommissionLegitimacyDutyConstitutionalismCompliance (psychology)Public administrationLawLaw and economicsSociologyDemocracyPoliticsPsychology

Abstract

fetched live from OpenAlex

This article assesses the consultation and accountability mechanisms within Canada's Emergencies Act, focusing on their alignment with federalism and other elements of Canadian constitutionalism. Using the Rouleau Commission's Final Report as a backdrop, the article identifies gaps in these consultation and accountability mechanisms. The article argues that these gaps are of constitutional significance because the Emergencies Act’s effect of departing from standard constitutional norms makes it necessary for legality and legitimacy reasons to have sufficiently robust consultation and accountability mechanisms. The article proposes recommendations, including developing provincial consultation guidelines, implementing a non-whipped parliamentary confirmation vote, enhancing information accessibility for Parliamentarians, refining the inquiry process, and addressing the Emergencies Act's non-compliance with case law on the duty to consult. The analysis thus contributes to ongoing discussions on harmonizing Canada’s Emergencies Act with constitutional principles.

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)0.022
metaresearch head score (Gemma)0.048
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.151
Threshold uncertainty score0.985

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.048
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0240.031
Scholarly communication0.0170.003
Open science0.0030.005
Research integrity0.0050.007
Insufficient payload (model declined to judge)0.0030.000

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 head0.022
GPT teacher head0.270
Teacher spread0.248 · 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 designTheoretical or conceptual
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
Published2025
Admission routes1
Has abstractyes

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