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EGYPT: ‘Unbearable Pressure’

2024· article· en· W4405113394 on OpenAlexaboutno aff

Bibliographic record

VenueAfrica Research Bulletin Economic Financial and Technical Series · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsPsychology

Abstract

fetched live from OpenAlex

merchandising and processing, supply chain optimisation, digital transformation, and energy.This package includes a $65m participation from the Bank's own resources, along with $10m in concessional cofinancing from the Agri-Food Catalytic Financing Mechanism (ACFM) into ETGs Sustainable Linked Loan facility for financing its core value chain assets.The Agri-Food Catalytic Financing Mechanism is an internally managed Special Fund, capitalised by Canada's Department of Foreign Affairs, Trade and Development, to build markets and mobilise finance for gender-oriented and underserved agri-SMEs in Africa.Through participation in the Sustainable Linked Loan facility, the financing will be deployed to ETG's core value chains in 14 countries, namely Benin, Cte d'Ivoire, Ghana, Senegal, Nigeria, Burkina Faso, Ethiopia, Kenya, Tanzania, Uganda, Malawi, Mozambique, Zimbabwe, and Zambia.This will support ETG's processing and packaging facilities and warehouses and provide farmers with fertilisers and other agri-inputs.The Bank's financing may be deployed to up to 28 African countries based on ETG's emerging needs.The facility establishes annual sustainability key performance indicators and targets focused on decarbonisation, reforestation, zero deforestation, farmer extension services, and gender empowerment with inherent direct financial consequences for non-compliance.ETG plans to engage 600,000 smallholder farmers by 2027, with a 25% target for women farmers.This includes training on sustainable farming and improved access to resources.The project is expected to boost exports from Bank regional member countries and enhance intra-regional trade, particularly within the Economic Community of West African States (ECO-

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.

How this classification was reachedexpand

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.915
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.029
GPT teacher head0.319
Teacher spread0.291 · 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

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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