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Record W2017380738 · doi:10.1093/afraf/adt039

The myth of global Islamic terrorism and local conflict in Mali and the Sahel

2013· article· en· W2017380738 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueAfrican Affairs · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Studies and Geopolitics
Canadian institutionsTrinity College
Fundersnot available
KeywordsTerrorismIslamBlameOpposition (politics)NarrativePolitical economyPolitical sciencePoliticsCorporate governanceViolent extremismCycle of violenceSociologyDevelopment economicsCriminologyGeographyPoison controlSocial psychologyLawDomestic violenceSuicide preventionPsychology

Abstract

fetched live from OpenAlex

IN THE WAKE OF THE RAPID escalation of the conflict in Mali, analyses and articles seeking to make sense of the situation and its actors have proliferated.1 Nevertheless, political figures, policy makers, and researchers continue to fall back on simplistic narratives in their attempts to explain the intensification of violent Islamist activity in the region. Without a finely tuned understanding of diverse groups – their structures, objectives, and modalities of violence – analysts risk recycling dangerously misleading narratives about Islamist violence in Africa and its consequences. This briefing draws on empirical evidence of violent Islamist activity, strategy, and structure to highlight the differentiated nature of groups operating in the Sahel region and further west, in what has come to be known as Africa's ‘arc of instability’.2 It contends that violent Islamist groups emerge in and are shaped by distinct domestic contexts and issues, a feature that is obscured by a totalizing narrative of global Islamic terrorism. In turn, leaders seek to cast opposition threats as extreme and associated with Al-Qaeda in order to locate the blame for violence elsewhere, away from poor records of governance, state capacity, and representation.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.875
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.004
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.007
GPT teacher head0.252
Teacher spread0.244 · 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