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Record W3126288457 · doi:10.1080/00083968.2020.1868014

China’s spatial fix and ‘debt diplomacy’ in Africa: constraining belt or road to economic transformation?

2021· article· en· W3126288457 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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian Journal of African Studies / Revue canadienne des études africaines · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsnot available
Fundersnot available
KeywordsChinaDebtGovernment (linguistics)EconomyBannerBusinessPolitical scienceEconomicsGeographyFinance

Abstract

fetched live from OpenAlex

Mounting overaccumulation of capital and material has compelled the Chinese government to seek solutions overseas. The Belt and Road Initiative (BRI), with its transregional infrastructure projects connecting Eurasia and Africa, is the hallmark venture in this effort. Chinese road, railway, port and energy projects, implemented under the BRI banner, have become widespread in Africa. This article traces drivers of the BRI in the post-reform evolution of the Chinese economy and conceptualises the BRI as a multi-vector “spatial fix” aimed at addressing chronic overaccumulation. Focusing on Kenya, Djibouti and Ethiopia, the paper documents how loan financing related to BRI projects reveals contradictions that arise from China’s spatial fix in Africa. Concerns about a looming debt crisis on the continent and the questionable economic sustainability of some BRI projects have become more pressing amidst the COVID-19-induced economic contraction. Hopes for Africa’s economic transformation based on increasing connectivity under the BRI are unlikely to materialise.

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: Empirical
Teacher disagreement score0.900
Threshold uncertainty score0.944

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
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 head0.040
GPT teacher head0.278
Teacher spread0.238 · 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