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Record W4412402821 · doi:10.3138/gsi-2025-0420

Imperialist Conditions of Genocide: On Positioning Postcolonial African Genocide within the Broader Field of Genocide Studies

2025· article· en· W4412402821 on OpenAlex
Chigbo Arthur Anyaduba

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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueGenocide Studies International · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical and Contemporary Political Dynamics
Canadian institutionsUniversity of Winnipeg
Fundersnot available
KeywordsGenocidePolitical scienceCriminologyField (mathematics)SociologyLawMathematics

Abstract

fetched live from OpenAlex

This paper addresses the following question: How should we position specific examples of genocide within the broader field of genocide studies? In responding to this question, the paper reflects on the significance—particularly pedagogical significance—of “postcolonial” African genocides. I provide some provisional considerations about this significance based on my teaching of African genocides in a genocide and literature course at the University of Winnipeg, Canada. As I elaborate subsequently, the literary/cultural texts of postcolonial African genocide that I find valuable for my classes contextualize African and other genocides in historical and ongoing conditions of imperialism. By embedding occurrences of genocide in Africa within a broader violent history of imperialism, they mobilize a relational understanding of genocide by insisting on the traumatic linkages of genocides in Africa to genocides and mass atrocities elsewhere. These works consolidate thinking about genocides (especially since the dawn of Atlantic Slavery) less as disparate, separate events but instead as entangled in an expansive history of imperialism.

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)0.001
Version: codex-gemma-dda1882f352aValidation 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: none
Teacher disagreement score0.722
Threshold uncertainty score0.919

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.040
GPT teacher head0.343
Teacher spread0.303 · 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