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Record W4251402695 · doi:10.5089/9781484390610.002

Rwanda: Fifth Review Under the Policy Support Instrument and Request for Extension, and Request for an Arrangement Under the Standby Credit Faciltity-Press Release; Staff Report; and Statement by the Executive Director for Rwanda

2016· article· en· W4251402695 on OpenAlex
International Monetary Fund

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

VenueIMF Staff Country Reports · 2016
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicNatural Resources and Economic Development
Canadian institutionsnot available
FundersWorld Bank Group
KeywordsQuarter (Canadian coin)PaymentBalance of paymentsMonetary policyShock (circulatory)AccountingEconomicsBusinessFinanceMonetary economics

Abstract

fetched live from OpenAlex

This paper discusses the economic performance of Rwanda. Despite an unfolding external shock, growth in Rwanda remained strong in 2015. Real GDP grew by an estimated 6.9 percent in 2015, buoyed by strong construction and services activity, and leading indicators suggest continued robust growth in the first quarter of 2016. However, in the absence of policy adjustment already underway, growth would remain at its potential, but the balance-of-payment situation would be unsustainable. The authorities are requesting to extend the current Policy Support Instrument (PSI)-supported program. The authorities believe the PSI framework has served well in anchoring their medium- and long-term growth and reform agenda, and signaling policy intentions and performance to investors and development partners.

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)0.003
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.222
Threshold uncertainty score0.888

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.039
GPT teacher head0.276
Teacher spread0.237 · 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