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Record W990187918 · doi:10.11575/prism/27729

Security Challenges of States Building Crisis in West Africa since 1955

2014· dissertation· en· W990187918 on OpenAlexfundno aff
Mulago Jean-Pierre Shamvu

Bibliographic record

VenuePRISM (University of Calgary) · 2014
Typedissertation
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsnot available
FundersUniversity of GhanaCouncil for the Development of Social Science Research in AfricaUnited Nations Population FundUnited Nations Educational, Scientific and Cultural OrganizationUniversity of AlbertaUNICEF
KeywordsPolitical scienceGeography

Abstract

fetched live from OpenAlex

West African states have been struggling to build their nation-states since the independences that started in 1957. The same ills that struck these states since the beginning seem to have stuck with them despite several attempts at healing them. Instead of modern and prosperous states, people are witnessing the chronic weakness of their states. This research seeks to contribute to the understanding of states’ weakness in West Africa and to the analysis of possible solutions to address the problem. The opening chapter sets the stage of the research by introducing the phenomenon of states’ weakness in West Africa. The next chapter looks at the literature that deals with states power and weakness. The frames of analysis used to evaluate these states’ strength and weaknesses are also introduced in this chapter. These are the critical mass, political skills, economic wealth, military and security assets. These resources offer a view of a state’s potential. Chapter three delves on some of the causes of West African states’ weakness. These states are weak because of the structures and internal socio-political dynamics within them. Some other causes of their weakness come from the global powers’ influences. The last section of the chapter offers an overview of how the Cold War (1945-1989) influenced events in the sub region. The political environment of overlay by global powers shapes considerably the states under study. Security Reform and Governance is posited as the solution to the lack of capacity of West African states. Chapter four of this work delves on this subject. The security sector covers most state’s institutions that need to be reformed in West Africa. The closing chapter demonstrates how the Economic Community of West African States is a nascent security community. Its security architecture endorses the Security Sector Governance mechanism and therefore stands a better chance of strengthening member states if provided with the needed resources.

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)0.001
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.276
Threshold uncertainty score0.962

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.011
GPT teacher head0.239
Teacher spread0.228 · 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; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2014
Admission routes1
Has abstractyes

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