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Record W4408092875 · doi:10.60082/2563-8505.1447

Un-Democratizing the City? Unwritten Constitutional Principles and Ontario’sStrong Mayor Powers

2024· article· en· W4408092875 on OpenAlexaboutno aff
Alexandra Flynn

Bibliographic record

VenueSupreme Court law review · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicLaw in Society and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceConstitutional reviewLawPublic administrationPolitics

Abstract

fetched live from OpenAlex

As both governments and administrative bodies, municipalities are complicated legal entities under Canadian law. The result is a contradictory medley of legislation and case law that has tried to make sense of this dual role of cities. This complex characterization of municipalities was acutely felt in 2022, when the Province of Ontario introduced legislation that allowed some mayors to exercise power with a one-third vote of city council. I suggest that this legislation sought to frame municipal legal status more squarely to that of an administrative body rather than a government. This paper examines the backdrop to this legislative change, and options for municipalities and their citizens, including an action on the basis of the unwritten constitutional principle of democracy. I argue that municipalities must challenge these actions forcefully and directly by strongly asserting their status as democratic governments — not through the courts, but in their city council chambers.

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)0.007
metaresearch head score (Gemma)0.008
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: Empirical · Consensus signal: none
Teacher disagreement score0.063
Threshold uncertainty score0.440

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0150.028
Scholarly communication0.0100.003
Open science0.0020.003
Research integrity0.0030.004
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 head0.040
GPT teacher head0.304
Teacher spread0.264 · 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
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
Published2024
Admission routes1
Has abstractyes

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