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Record W4311470571 · doi:10.1177/0308518x221135823

Financializing urban infrastructure? The speculative state-spaces of ‘public-public partnerships’ in Jakarta

2022· article· en· W4311470571 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueEnvironment and Planning A Economy and Space · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicSocioeconomic Development in Asia
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsSpeculationRestructuringDevelopmental statePoliticsGeopoliticsUrbanizationCorporate governanceLeverage (statistics)State (computer science)Public infrastructureBoomEconomic growthBusinessEconomicsFinancePolitical science

Abstract

fetched live from OpenAlex

Mega city-regions in the global South facing challenges posed by rapid urbanization have turned to infrastructural solutions, steeped in speculative ‘global-city’ imaginaries and national developmental aspirations, in order to unclog catch-up growth. This infrastructural imperative for growth reflects a broader infrastructure fix, as creditor states and development banks with geopolitical and geoeconomic interests advance competing market-based and state-led models to finance and develop infrastructure. In Jakarta, Indonesia, I examine the coming together of these models as they articulate with the political-economies of city and state, and their path-dependent restructuring following the 1997 Asian Financial Crisis. In Jakarta's speculative state-space political interests and developmental objectives of state and city governments are entangled with the capital accumulation strategies of State-Owned Enterprises. With a number of rail transit projects in the city-region driving a boom in Transit-Oriented Development, State-Owned Enterprises speculate on market conditions and the ‘world-class city’ dreams of middle-class residents to leverage their property assets. This financial speculation is equally premised on political speculation around the planning and execution of infrastructure projects, framed by the developmental politics of affordability and accessibility to the city. I examine how these strategies, practices and tensions come together to produce innovative governance arrangements in the provision and management of transport and housing through Public-Public Partnerships.

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.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.706
Threshold uncertainty score0.482

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.042
GPT teacher head0.250
Teacher spread0.208 · 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