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Record W2897177931 · doi:10.1080/09692290.2018.1490330

Limits to the BRICS’ challenge: credit rating reform and institutional innovation in global finance

2018· article· en· W2897177931 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

VenueReview of International Political Economy · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsAgency (philosophy)Order (exchange)EconomicsInstitutionPower (physics)Emerging marketsFinanceFinancial systemEconomic systemPolitical scienceSociology

Abstract

fetched live from OpenAlex

Although many scholars have analyzed the BRICS’ creation of the New Development Bank (NDB) and the Contingent Reserve Arrangement (CRA), less attention has been paid to other – less successful – BRICS efforts to challenge the dominant global financial order through institutional innovation. This paper examines the case of BRICS’ discussions to create their own credit rating agency (CrRA) which began in 2012 around the same time as the initiatives to establish the NDB and CRA. These discussions have been driven by discontent with US-based CrRAs which act as key authorities in global finance, but BRICS institutional innovation has been slower to emerge than in the NDB and CRA cases because the BRICS have shared less of a common social purpose on this issue. Even if a BRICS CrRA was created, this institution would be very unlikely to challenge the dominant order any time soon because of the enduring structural power of US and its CrRAs in this sector. The case shows how a wider case selection than the NDB and CRA reveals that the BRICS’ capacity to transform the global financial order through collective institutional innovation is dependent on specific conditions: the strength of their common social purpose and the degree of the structural power of established authorities.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.977
Threshold uncertainty score0.214

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 studies0.0000.000
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 head0.033
GPT teacher head0.356
Teacher spread0.323 · 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