MétaCan
Menu
Back to cohort
Record W2031885758 · doi:10.1163/17087384-12342001

Africa’s Imperial Presidents: Immunity, Impunity and Accountability

2012· article· en· W2031885758 on OpenAlexvenueno aff
Charles Manga Fombad, Enyinna S. Nwauche

Bibliographic record

VenueAfrican Journal of Legal Studies · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsnot available
Fundersnot available
KeywordsImpunityPresidential systemConstitutionalismAccountabilityLawPolitical scienceAutocracyDemocracyRule of lawSeparation of powersPresidencyLaw and economicsHuman rightsSociologyPolitics

Abstract

fetched live from OpenAlex

Abstract A fundamental tenet of modern constitutionalism is that nobody, regardless of his status in society, is above the law. Constitutional reforms in the 1990s saw the introduction in many African countries of constitutions which for the first time provide some prospects for promoting constitutionalism and respect for the rule of law. This article reviews the extent to which these reforms have addressed the issue of presidential absolutism and the abuses that go with it. It examines some of the factors that made African presidents to be so powerful that the conventional constitutional checks and balances could not restrain their excesses. It also reviews the attempts to limit impunity through immunity provisions. It concludes that unfortunately, the 1990 reforms did not adequately address the problem of presidential absolutism. A number of ways, nationally and internationally, in which presidential accountability could be enhanced and the culture of impunity ended is suggested.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.008
Scholarly communication0.0050.003
Open science0.0000.002
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.067
GPT teacher head0.354
Teacher spread0.287 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations51
Published2012
Admission routes1
Has abstractyes

Explore more

Same venueAfrican Journal of Legal StudiesSame topicJudicial and Constitutional StudiesFrench-language works237,207