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Climate change as the ‘new’ security threat: implications for Africa

2007· article· en· W2109259473 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

VenueInternational Affairs · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsUniversity of OttawaInternational Institute for Sustainable Development
Fundersnot available
KeywordsClimate changePolitical economy of climate changeDevelopment economicsPolitical sciencePopulationNatural resource economicsEnvironmental resource managementGeographyEconomicsEcologySociology

Abstract

fetched live from OpenAlex

Once it was an environmental issue, then an energy problem, now climate change is being recast as a security threat. So far, the debate has focused on creating a security ‘hook’, illustrated by anecdote, to invest climate negotiations with a greater sense of urgency. Political momentum behind the idea of climate change as a security threat has progressed quickly, even reaching the United Nations Security Council. This article reviews the linkages between climate change and security in Africa and analyses the role of climate change adaptation policies in future conflict prevention. Africa, with its history of ethnic, resource and interstate conflict, is seen by many as particularly vulnerable to this new type of security threat, despite being the continent least responsible for global greenhouse gas emissions. Projected climatic changes for Africa suggest a future of increasingly scarce water, collapsing agricultural yields, encroaching desert and damaged coastal infrastructure. Such impacts, should they occur, would undermine the ‘carrying capacity’ of large parts of Africa, causing destabilizing population movements and raising tensions over dwindling strategic resources. In such cases, climate change could be a factor that tips fragile states into socio-economic and political collapse. Climate change is only one of many security, environmental and developmental challenges facing Africa. Its impacts will be magnified or moderated by underlying conditions of governance, poverty and resource management, as well as the nature of climate change impacts at local and regional levels. Adaptation policies and programmes, if implemented quickly and at multiple scales, could help avert climate change and other environmental stresses becoming triggers for conflict. But, adaptation must take into account existing social, political and economic tensions and avoid exacerbating them.

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)0.001
metaresearch head score (Gemma)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.988
Threshold uncertainty score0.396

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.046
GPT teacher head0.344
Teacher spread0.298 · 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