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Beyond the Contours of Normally Acceptable Political Violence: Is Cameroon a Conflict/Transitional Society in the Offing?

2019· article· en· W2946755514 on OpenAlexfundno aff
Avitus Agbor, Esther Njieassam

Bibliographic record

VenuePotchefstroom Electronic Law Journal/Potchefstroomse Elektroniese Regsblad · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Political and Social Dynamics
Canadian institutionsnot available
FundersWilfrid Laurier University
KeywordsTransitional justicePoliticsPolitical sciencePolitical violencePolitical economyCriminologyDevelopment economicsSociologyLawEconomics

Abstract

fetched live from OpenAlex

Legal scholars and other social scientists agree that political violence comprising assaults on civil and political liberties may occur in the context of contentious politics. Unfortunately, there have been instances in history where such politics is marked by intermittent attacks against people's rights and freedoms. Such attacks occur when politics has gone sour, and there are times when the violence exceeds the bounds of what is acceptable. From the documented atrocities of Nazi Germany, the horrendous crimes of the regime of Slobodan Milosevic in the former Yugoslavia, the outrageous crimes perpetrated during the genocide in Rwanda, the shameful and despicable inhumanities inflicted on the people of Darfur in the Sudan, and the violence in post-electoral Kenya, to the bloodshed in areas like Mali, the Democratic Republic of the Congo, the Central African Republic, etc, violent conflict has punctuated world history. Added to this list of countries is Cameroon, which in the last quarter of 2016 degenerated into a hotspot of political violence in the English-speaking regions. The perpetration of political violence in Cameroon has raised serious questions that may be relevant not only to the resolution of the political problem that gave rise to the violence but also to laying the foundations of a post-conflict Cameroon that is united and honours the principles of truth, justice and reconciliation.
 This paper describes some of the salient occurrences of political violence in Cameroon and argues that the presence of specific elements elevates this violence to the level of a serious crime in international law. It is argued herein that crimes against humanity may have been committed during the state action against the Anglophones in Cameroon. It is also argued that the political character of the violence, added to the scale of the victimisation and its systematic and protracted nature, qualify Cameroon as a transitional society engaged in conflict that is in need of transitional justice.
 Reflecting on the extent of the suffering of the victims of such political violence, this paper discusses the function of the justice system in establishing the truth and holding the perpetrators accountable. Past instances of political violence in Cameroon have been glossed over, but in our opinion, healing a fragmented and disunited Cameroon with its history of grave violations of human rights requires that the perpetrators be held accountable, and that truth and justice should prevail. Such considerations should be factored into the legal and political architecture of a post-conflict, transitional Cameroon.
 

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.040
Threshold uncertainty score0.079

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0080.010
Scholarly communication0.0050.006
Open science0.0000.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.007
GPT teacher head0.273
Teacher spread0.266 · 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 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

Citations4
Published2019
Admission routes1
Has abstractyes

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