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Record W2170489796 · doi:10.3968/4313

Praetorianism the Public Service: Analysis of the Impact and Consequences of Military Rule on Public Administration in Nigeria

2014· article· en· W2170489796 on OpenAlexvenueno aff
Afinotan L. Andy

Bibliographic record

VenueCanadian social science · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Education and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsDemocracyGovernment (linguistics)Public serviceService (business)Public administrationCorporate governanceGood governanceCivil servicePublic relationsPolitical scienceBusinessPoliticsLawEconomicsManagementMarketing

Abstract

fetched live from OpenAlex

The purpose of this paper is to examine the impact and consequences of military rule on the Public Service in Nigeria, as well as the major challenges that confront this principal administrative machinery of government in its drive to adjust itself to the demands of true democracy and good governance in Nigeria. This is done with a view to highlighting areas of emphasis in the on-going efforts at reform of the Public Service, and to make relevant recommendations towards making it more focused and adaptable to the needs of a truly democratic dispensation. Making use of library research methodology, the paper examined the impact and consequences of Military praetorianism upon the Public Service in Nigeria, especially as it relates to contemporary issues and challenges faced by the Nigerian Public Service. Listing viable alternative futures, the paper proffered new possibilities and solutions for re-positioning the Public Service, and urged Public Servants to rise up to the challenge of new innovations, and a new approach made mandatory by the imperatives of a new democratic order in the Country. The paper concluded that in this age of reforms the Public Service must accept the challenge of re-inventing itself and return to its pride of place. To do this the civil servant must shed the toga of civil master and rededicate itself to an irreversible return to the “tap” instead of aiming for the “top”.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.637
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
Bibliometrics0.0000.003
Science and technology studies0.0010.003
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 head0.028
GPT teacher head0.335
Teacher spread0.308 · 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 designObservational
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

Citations1
Published2014
Admission routes1
Has abstractyes

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