Nigeria’s ‘Border Diplomacy’: Rhetoric or Substance for Regional Hegemonic Leadership?
Bibliographic record
Abstract
Following independence in 1960, Nigeria intentionally crafted a ‘big brother' honorific title for itself inspired by a Pan-Africanist Afrocentric ideology which it pursues through altruistic sharing of its human, military and economic resources. Successive governments have internalized this Africa-focused foreign policy thrust to establish a putative regional influence in Africa. However, despite belatedly signing the African Continental Free Trade Agreement which seeks to increase intra-African trade and introducing a novel visa-on-arrival policy for African passport holders, the porosity of Nigeria's boundaries continues to pose a threat and has led to the closure of land borders with its West African neighbours in August 2019. This article examines the implications of Nigeria's schizophrenic ‘border diplomacy' for its continental leadership and argues that the substance and rhetoric of the country's border diplomacy represent a foreign policy interest which prioritizes its people, economy and national security while normatively extending Nigeria’s hegemonic leadership in Africa.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.019 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".