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Record W4380048205 · doi:10.1080/00085006.2023.2200669

Against academic “resourcification”: collaboration as delinking from extractivist “area studies” paradigms

2023· article· en· W4380048205 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCanadian Slavonic Papers · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicAmazonian Archaeology and Ethnohistory
Canadian institutionsnot available
FundersArts and Humanities Research Council
KeywordsBusiness

Abstract

fetched live from OpenAlex

This article engages Asia Bazdyrieva’s idea of the “resourcification” of Ukraine – that is, the reduction of Ukraine in Soviet and Western geopolitical imaginations to a mere extraction resource – to develop and criticize the idea of “academic resourcification.” The author argues that Western researchers have often treated Ukrainian (and other non-Western) subjects as extraction resources, mining their expertise and knowledge, without acknowledging their agency or contributions in their work. The article argues for the decolonization of Western academic practice in the form of “delinking” from such exploitative and extractivist paradigms of knowledge production and instead aspiring, in the words of the decolonial scholar Walter Mignolo, to “thinking and doing otherwise.” Asking what it means to decolonize academia, the article turns for inspiration to Ukrainian decolonial researcher-artist-activists, considering the ways in which these individuals are modelling more equitable and ethical forms of knowledge production. The article ends by advocating collaborative methods – that is, the co-production of knowledge with local thinkers, rather than about them – as a productive model for Western scholars in their efforts to decolonize their research.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.793
Threshold uncertainty score1.000

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 studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.002

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 head0.075
GPT teacher head0.295
Teacher spread0.220 · 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