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Record W3018346852 · doi:10.1111/ajph.12635

“There are No Votes in Africa”?: Australia, Africa and the UN Security Council

2020· article· en· W3018346852 on OpenAlexfundno aff
David Mickler, Nikola Pijović

Bibliographic record

VenueAustralian Journal of Politics & History · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsnot available
FundersQueen's UniversityQueen's University Belfast
KeywordsSecurity councilPolitical scienceGovernment (linguistics)Public administrationResearch councilMunicipal councilPoliticsLaw

Abstract

fetched live from OpenAlex

This article examines how Australia's successful campaign for a non‐permanent seat on the United Nations Security Council (UNSC) (2008‐12) and its subsequent term on the Council (2013‐14) both encouraged and impacted on the country's engagement with Africa. Drawing on extensive interviews with senior Australian politicians and government officials with intimate knowledge of the country's campaign for the UNSC and its time on the Council, as well as with senior African diplomats, the article contributes new knowledge on how Canberra campaigned to secure African UN votes and how it engaged with the Council's Africa‐dominated agenda. The article concludes by evaluating the legacy of this period of high engagement for both ongoing Australia‐Africa relations and Australia's new campaign for a UNSC seat during the 2029‐30 term.

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)0.002
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.323
Threshold uncertainty score0.592

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.116
GPT teacher head0.288
Teacher spread0.173 · 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 designNot applicable
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
Published2020
Admission routes1
Has abstractyes

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