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Record W2408558695

Crude Fictions: How New Nigerian Short Stories Sabotage Big Oil’s Master Narrative

2016· article· en· W2408558695 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

VenuePostcolonial text · 2016
Typearticle
Languageen
FieldArts and Humanities
TopicPostcolonial and Cultural Literary Studies
Canadian institutionsnot available
Fundersnot available
KeywordsCommodityLanguage changeNarrativePovertyProduct (mathematics)Production (economics)DisciplineNeoliberalism (international relations)BusinessPolitical sciencePolitical economySociologyEconomicsMarket economyLiteratureLawArt
DOInot available

Abstract

fetched live from OpenAlex

New Nigerian short stories, more easily available to readers than ever before, call into question the dominant discourse around oil production nationally and internationally as they depict the complex, lived reality of a resource-rich country riven by corruption, greed, and poverty. The struggle over oil resources and rights regularly involves acts of sabotage and because of their content, their form, and their distribution, the stories themselves can be considered as small acts of sabotage. The stories’ formal qualities - or lack thereof - reflect the circumstances of their production as a tertiary by-product of sabotage. Like the material by-product, the crude oil to be distributed as part of an informal economy, these stories are unrefined. This textual output, like that commodity form, is more quickly available, less constrained by production, less costly for being raw or unprocessed, and more willfully destructive of disciplinary institutions, corporate, national, and literary.

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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.767
Threshold uncertainty score0.998

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 studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.050
GPT teacher head0.242
Teacher spread0.192 · 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