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Record W4417361443 · doi:10.1177/23996544251406474

Re-territorializing democracy: Social service regionalism and ‘recalibrated’ governance in Ontario’s Peel Region

2025· article· en· W4417361443 on OpenAlexaffabout
Clara Isabel Gómez-García, Roger Keil, Arvind Krishendeholl, Luisa Sotomayor, Elliot Li

Bibliographic record

VenueEnvironment and Planning C Politics and Space · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversity of TorontoYork University
Fundersnot available
KeywordsTechnocracyCorporate governancePoliticsRegionalism (politics)Network governanceBureaucracyGovernment (linguistics)Service (business)

Abstract

fetched live from OpenAlex

In 2023-2024, the Ontario government proposed dissolving Peel Region, a two-tier governance structure serving one of Canada’s most diverse and rapidly urbanizing suburban areas. While framed as technocratic restructuring, the initiative was underpinned by political calculation and populist appeals to local autonomy, revealing deeper tensions in how territory, governance and social service delivery are imagined and politicized. Approaching territory as a relational and contested construct—an active force in decision-making and a site of social relations imbued with meaning—the article critically examines the political stage surrounding the proposed dissolution and foregrounds how a network of non-profit social service providers, the Metamorphosis Network of Peel, became a key territorial actor resisting top-down reforms. Although the dissolution plan was ultimately abandoned, it exposed the fragility of state-led governance and opened space for alternative imaginaries and re-territorialization grounded in networks of care infrastructure and embedded forms of expertise. Tracing how Metamorphosis mobilized place-based advocacy and service-oriented networks, we argue that this coordinated response, while not municipalist in a classical or insurgent sense, reflects an incipient form of regionalist praxis that we call here “social service regionalism.” The Peel case contributes to international debates on re-territorialization by advancing a processual, post-sovereigntist account of spatial politics. It illustrates how regional governance is recalibrated in practice not through bureaucratic engineering but through polycentric spatial politics and embedded networks more attuned to local realities.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.349
Threshold uncertainty score0.891

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.029
GPT teacher head0.273
Teacher spread0.244 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations1
Published2025
Admission routes2
Has abstractyes

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