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Record W2006455302 · doi:10.1002/pad.387

Local government and the governance of metropolitan areas in Latin America

2005· article· en· W2006455302 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePublic Administration and Development · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicLocal Government Finance and Decentralization
Canadian institutionsnot available
FundersUnited States Agency for International Development
KeywordsMetropolitan areaLatin AmericansDecentralizationCorporate governanceUrbanizationQuarter (Canadian coin)Government (linguistics)Local governmentMegacityEconomic growthPolitical scienceDevelopment economicsGeographyEconomyPublic administrationEconomics

Abstract

fetched live from OpenAlex

Abstract Two of the most important trends occurring in Latin America and the Caribbean during the past quarter century have been rapid urbanisation and government decentralisation. With approximately 75% of its 520 million inhabitants living in urban areas, the region has seen the emergence of such mega‐cities as Buenos Aires, Lima, Mexico City and Sao Paulo. At the same time, the region, partly on its own and partly prodded by international organisations and donors, has been struggling with the issue of decentralising its historically highly centralised national governments and strengthening its traditionally very weak and highly dependent local governments. In this article, the authors examine local governance structures in several major urban areas of Latin America in order to understand how these two sometimes highly contradictory developments are impacting upon the governance of metropolitan areas and the resolution of the major problems facing them. Particular attention is paid to emerging cooperative arrangements that may in the future help to address significant metropolitan area issues. Copyright © 2005 John Wiley & Sons, Ltd.

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)0.000
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.808
Threshold uncertainty score0.219

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 studies0.0000.000
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 head0.017
GPT teacher head0.266
Teacher spread0.249 · 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