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Record W2175347425

The security-development nexus as risk management: a multiple-donor case study of the coordination of security and development in US, UK and Canadian policy

2015· dissertation· en· W2175347425 on OpenAlexaboutno aff
Eamonn McConnon

Bibliographic record

VenueArrow@dit (Dublin Institute of Technology) · 2015
Typedissertation
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsnot available
Fundersnot available
KeywordsNexus (standard)Security studiesNational securityCritical security studiesMainstreamPolitical scienceSecurity policyPublic administrationEconomic growthNetwork security policyCloud computing securityComputer securityEconomicsEngineeringLaw
DOInot available

Abstract

fetched live from OpenAlex

The last twenty years has seen calls for greater coordination between security and development policy, based on assumptions of the interconnectedness of security and development. Since 9/11 and the War on Terror (WoT), the national security of Western states has been added to this relationship. This research seeks to understand this dimension of development aid contributing to donor national security: as part of mainstream development policy, over an extended period of time and across multiple donors. This is done through content and discourse analyses of donor policy documents complemented with interviews with key informants in donor development agencies and fieldwork interviews in Ethiopia and Kenya. This case study approach: looks at a time period from the late 1990s to 2012 to capture the merging of security and development both pre and post-9/11; looks at the US, the UK and Canada to separate out the differences between donors approaches; looks at both the development and security policy of these donors to capture any influence development has on security in addition to security influencing development; and looks at how these donors have dealt with security in their development programmes in Ethiopia and Kenya. From this it is argued that in the security-development nexus, development aid is expected to manage long-term risks to the national security of donors.

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.

How this classification was reachedexpand

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.477
Threshold uncertainty score0.766

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.014
GPT teacher head0.303
Teacher spread0.288 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueArrow@dit (Dublin Institute of Technology)Same topicPeacebuilding and International SecurityFrench-language works237,207