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Record W4413803095 · doi:10.29173/mlj1446

The Problem of Threshold in the Emergencies Act – A Triple Incapacity Model

2025· article· en· W4413803095 on OpenAlexaboutno aff
Karin Loevy

Bibliographic record

VenueManitoba Law Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Law and Evidence
Canadian institutionsnot available
Fundersnot available
KeywordsFraming (construction)AmbiguityPolitical scienceDeclarationLaw and economicsLawComputer securityPublic administrationSociologyComputer scienceEngineering

Abstract

fetched live from OpenAlex

This paper argues that the framing of the threshold for declaring a national emergency in section 3 of Canada’s Emergencies Act reproduces an unhelpful anxiety that is commonplace among theorists and practitioners of emergency powers — namely: the concern that unexpected catastrophic events require exceptional, ungovernable powers to handle them. Section 3 defines the thresholds for a national emergency within a triple-incapacity framework: incapacity on a provincial level (or) incapacity on a federal level (and) legal incapacity. On the face of it, this framework creates a very high threshold for the declaration of emergencies, but it also reproduces a language of exception that orients officials and the public towards the very extreme case in which competence is lost. This is an incongruous framing – it is responsible for ambiguity and endless quarrels about whether there is “no other law” and “no other capacity”, evading the purpose of emergency government which should be focused on capacities: the ability to construct and reconstruct — regularized, coordinated, multifaceted, multijurisdictional emergency management capabilities.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.558
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.053
GPT teacher head0.328
Teacher spread0.275 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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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