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Record W2899060631 · doi:10.1177/0042098018793032

‘Does Africa not deserve shiny new cities?’ The power of seductive rhetoric around new cities in Africa

2018· article· en· W2899060631 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueUrban Studies · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicUrban and Rural Development Challenges
Canadian institutionsMcGill University
FundersSocial Sciences and Humanities Research Council of CanadaMcGill University
KeywordsRhetoricVisionFrontierArgument (complex analysis)SociologyEliteModernityPolitical economyModernization theoryThe ImaginaryPolitical scienceCriticismNarrativeStakeholderPoliticsLaw

Abstract

fetched live from OpenAlex

This paper explores the emerging new master-planned city-building trend on the African continent. Situating our research within urban policy mobilities literature, we investigate the ‘Africa rising’ narrative and representation of Africa as a ‘last development frontier’ and ‘last piece of cake’, an imaginary that provides fertile ground for the construction of new cities. Building upon research on the practices of ‘seduction’ that facilitate urban policy circulation, we argue for the relevance of critically examining elite stakeholder rhetoric to understand the relative ease with which the new city development model is being promoted in Africa. We investigate the enablers, advocates and boosters of new cities, represented mainly by states, corporations, non-profits and consultants to render visible the complex networks of relations and private interests that support and enable the creation and circulation of the new cities model in Africa. We also analyse the pervasive ‘right to development’ argument among African elites, which precludes criticism of new city ventures and circulates problematic assumptions about modernity and development. We conclude by discussing how stakeholder rhetoric limits the range of urban visions that are put into circulation and mobilized for Africa’s urban future.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.427
Threshold uncertainty score0.525

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.104
GPT teacher head0.310
Teacher spread0.205 · 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