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Record W2606529624 · doi:10.5539/ass.v13n5p24

The Challenges and Prospects for Regional and Economic Integration in West Africa

2017· article· en· W2606529624 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

VenueAsian Social Science · 2017
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal Politics and Economy
Canadian institutionsnot available
Fundersnot available
KeywordsGeneral partnershipRegional integrationEconomic integrationPurchasing powerSpace (punctuation)Economic growthScale (ratio)EconomicsPolitical scienceDevelopment economicsEconomic systemInternational tradeGeography

Abstract

fetched live from OpenAlex

The age-long practice of the individual survival of nations have long given way to the emergent concept of integration and cooperation among states as an option to meeting the collective development needs of the cooperating states. Practice has shown over time that when states take comparative advantage of each other’s strength and weaknesses, it opens the space and engenders the potentials for specialization, development of the economies of scale and indeed reduces the cost of production. Consequently, it enhances the purchasing power of the citizenry. In recent times, there have been significant increases in the efforts of developing countries especially in Sub-Saharan Africa to achieve regional economic integration. The advent of the African Union (AU) and the New Partnership for Africa’s Development (NEPAD) have given new impetus to the global African and regional integration processes and has focused particular attention on the need to take decisive action to tackle the continent’s numerous problems through the instrument of the economic integration strategy. This paper appreciates the evolution of regional integration and analyses the rationale for economic integration in West Africa. It evaluates the challenges and prospects of integration in West Africa.

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)0.000
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 score0.894
Threshold uncertainty score0.720

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 integrity0.0000.000
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 head0.061
GPT teacher head0.261
Teacher spread0.201 · 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