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Record W1604224115

Legal Aspects of the Security-Development Nexus: International Administrative Law as a Check on the Use of Development Assistance in the "War on Terror"

2012· article· en· W1604224115 on OpenAlexaffabout
Graham Mayeda

Bibliographic record

VenueChicago journal of international law · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsInternational lawPolitical scienceLegitimacyTerrorismLawAdministrative lawPublic administrationPublic international lawLaw and economicsPoliticsSociology
DOInot available

Abstract

fetched live from OpenAlex

When delivering international development assistance, states should not be able to place the goal of protecting their citizens from transnational terrorism above that of alleviating poverty in developing countries. And yet this is precisely what they do on a regular basis when they use their policy on international development assistance to achieve security goals, as Canada, the US, and the UK have done in Iraq and Afghanistan. This is bad development policy, it does not increase the safety of those in developed states, and it is objectionable on political and moral grounds. This Article argues that international administrative law can be used to challenge the legitimacy of using development policy to achieve security aims. While many modern advocates of the international administrative law paradigm restrict its application to the promotion of procedural norms, thus making it difficult to review the discretionary decisions of government policymakers, nineteenth-century advocates of international administrative law-for example, Loren von Stein and Karl Neumeyer-were bolder. I develop their arguments in this Article, demonstrating that in a globalized world, the impact of governments' decisions on the welfare of those in other states requires us to recognize a cosmopolitan legal order. This legal order recognizes that each individual on the globe has a right to self-actualization, which is a right to have a say in decisions that affect her. The norm of equality inherent in a cosmopolitan conception of international law can have a direct effect on domestic law, limiting the ability of policymakers to make government policies that disregard the negative effects on the poor in developing countries. The domestic courts in donor and recipient countries can be used to ensure that harmful government policies are more consistent with the equality of all and the protection of basic human nights.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.025
metaresearch head score (Gemma)0.029
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.025
Threshold uncertainty score0.133

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0250.029
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0160.114
Scholarly communication0.0240.024
Open science0.0030.010
Research integrity0.0210.021
Insufficient payload (model declined to judge)0.0030.001

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 head0.064
GPT teacher head0.328
Teacher spread0.264 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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
Published2012
Admission routes2
Has abstractyes

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