5 - Nigeria’s Foreign and Defence Policies During Babangida's Regime: An Assessment
Bibliographic record
Abstract

 
 
 This article investigates the changes to and achievements of Nigeria’s foreign and defence policies from 1985 to 1993. It also examines the economic, political, and sociocultural implications of these policies on the nation. The article argues that despite some identified failures of Ibrahim Babangida’s regime, certain innovations and actions, especially the foreign and defence policies that were introduced and carried out by his government, were signif icant in nature. The article also addresses the interlocking relationship between defence and foreign policy execution and concludes with recommendations on how this can be managed to promote the effectiveness of Nigeria’s external relations. The article depended largely on archival materials from the Nigerian Institute of International Affairs, supported by scholarly journal articles, books and newspaper materials.
 
 
 
 
 
 
 Dele Jemirade, Department of History, Faculty of Liberal Arts and Professional Studies, York University, Toronto, Ontario, Canada. Email: delej@yorku.ca
 
 
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".