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Record W2117536575 · doi:10.1002/sd.161

Shell, Nigeria and the Ogoni. A study in unsustainable development: I. The story of Shell, Nigeria and the Ogoni people – environment, economy, relationships: conflict and prospects for resolution1

2001· article· en· W2117536575 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

VenueSustainable Development · 2001
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicNatural Resources and Economic Development
Canadian institutionsYork University
Fundersnot available
KeywordsUnderdevelopmentCorporationEconomic growthSustainable developmentGovernment (linguistics)Political scienceBusinessDevelopment economicsEconomyEconomicsLaw

Abstract

fetched live from OpenAlex

Abstract The Shell Petroleum Development Company (SPDC) and its joint‐venture partners – particularly the Nigerian National Petroleum Corporation – have earned billions of dollars from the oil extracted from the land of the Ogoni in the Niger Delta. The Ogoni however complain that they have not seen adequate benefits; rather the oil has cost them dearly in terms of a deteriorating environment and underdevelopment and mobilized a successful national and international campaign against the Nigerian government and Shell. Despite the avowed non‐violent nature of the campaign, military repression resulted in thousands of Ogoni killed, raped, beaten, detained and exiled and the main leaders executed. Under pressure from the Ogoni, Shell was forced to pull out from Ogoniland in 1993. Since then, Shell International has re‐invented its corporate strategy in line with principles of sustainable development and it has committed itself to a level of stakeholder engagement on its environmental and social performance which would have been unthinkable in 1995. So for Shell, a return to Ogoni would be a powerful symbol that their corporate commitment to being a socially responsible company is being translated into action on the ground. However, there is still little trust between the company and the Ogoni people and their representative organization, the Movement for the Survival of the Ogoni People (MOSOP). Many of the issues raised by the Ogoni (such as the need for locally sustainable development, distribution of oil wealth, community projects and environmental issues) have yet to be addressed. This paper is the first of a trilogy examining the issues, relationships, management and strategic implications of the case. Copyright © 2001 John Wiley & Sons, Ltd and ERP Environment

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)0.007
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.524
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0000.001
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 head0.018
GPT teacher head0.202
Teacher spread0.184 · 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