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Record W4281615721 · doi:10.1080/07393148.2022.2079319

The Limits of Igbt Rights in Rwanda: International Action and Domestic Erasure

2022· article· en· W4281615721 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

VenueNew Political Science · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicHuman Rights and Development
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsHuman rightsGovernment (linguistics)Political scienceState (computer science)Power (physics)Gender studiesSociologyPolitical economyLaw

Abstract

fetched live from OpenAlex

Abstract When African countries and lgbt people are written about, a lot of the focus is on elites’ use of politicized homophobias to target lgbt people. However, there has been significantly less attention paid to countries where governments do not politicize homophobia, but also do not legislate for Igbt people’s human rights. Rwanda is one such country where senior government officials, including the President, have declined to politicize homophobia, even whilst many of their neighbours were doing so. However, lgbt activists report that discrimination remains widespread in the country, including from state actors. Therefore, it is surprising that at the United Nations Rwanda has increasingly although not universally moved to supporting Igbt rights positions. Rather than assuming Rwanda has adopted these differing positions for coercive reasons due to donor pressure or because of officials’ personal beliefs, I argue the Rwandan government’s approach is a strategic recognition of the importance of Global South actors supporting lgbt rights. Rwanda’s government does more internationally than domestically, but this is still enough to differentiate the country from its neighbours, and this gives it power in the international system as a Global South government that is willing to support lgbt rights internationally.

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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.555
Threshold uncertainty score0.888

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 studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.044
GPT teacher head0.365
Teacher spread0.321 · 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