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Record W4403699885 · doi:10.1177/00420980241286305

The new private urban governance: Vestiges, ventures and visibility

2024· article· en· W4403699885 on OpenAlexafffund
Randy K. Lippert, Debra Mackinnon, Stefan Treffers

Bibliographic record

VenueUrban Studies · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicUrban Planning and Governance
Canadian institutionsYork UniversityLakehead UniversityUniversity of Windsor
FundersSocial Sciences and Humanities Research Council of CanadaGovernment of Canada
KeywordsCorporate governanceVisibilityBusinessEconomic geographyGeographyFinance

Abstract

fetched live from OpenAlex

Despite the growth, prevalence and influence of private urban governance, scholarship that explores the intimate workings of these manifold and mutating forms remains limited. While these private ventures carry forward elements from the past, the landscape of urban governance has nonetheless undergone profound transformation. Over the past few decades, the global expansion and influence of private governing ventures have reshaped how cities are managed, organised and experienced. This special issue on the New Private Urban Governance examines the constantly evolving modalities of private governance (i.e. business improvement districts/areas, condominium/strata corporations, gated communities, POPS and others) in a global context. Organised around new, interrelated themes of vestiges, ventures and visibility, this issue comprises case studies, syntheses of longstanding empirical projects and novel theoretical/conceptual interventions into political and spatial practices, knowledges and technologies of these privately governed realms. Focused on the spatialisation of politics, vestiges reflects the idea that while neoliberal forms of private urban governance continue to proliferate, they rely and build upon, rather than fully replace, earlier, more public governance practices, logics and spaces. Ventures emphasises that the private and market-oriented thrust of urban governance is heavily predicated on the protection and extraction of value and the intensifying financialisation of urban landscapes and life. Visibility highlights how governing technologies render private urban governance visible and in doing so highlight the politics of space. These three themes together expose the workings of the new private urban governance while invigorating further explorations of this complex phenomenon.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.806
Threshold uncertainty score0.819

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.028
GPT teacher head0.329
Teacher spread0.301 · 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 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

Citations5
Published2024
Admission routes2
Has abstractyes

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