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Record W4206352548 · doi:10.18785/jhe.1701.06

Sexual Minority Rights Are Not Just for the West: Health and Safety Considerations in Africa

2021· article· en· W4206352548 on OpenAlexaff
Robert Scott Stewart, Dionne van Reenen, Richard Watuwa

Bibliographic record

VenueJournal of Health Ethics · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Sexualities and LGBTQ+ Issues
Canadian institutionsCape Breton University
Fundersnot available
KeywordsMoralityConstitutionAnomieHuman rightsHomosexualityBodily integritySociologyLawGender studiesCriminologyPolitical scienceEnvironmental ethics

Abstract

fetched live from OpenAlex

In a recent article, C.O. Akpan argues that it is “unnatural for a man to sleep with a man as with a woman, and the idea of marriage in this sense is an abomination” (“The morality of same-sex marriage: How not to globalize a cultural anomie,” Online Journal of Health Ethics, 13(1), 2017, p. 9). Arguments in favor of same sex marriage, he claims, are “driven and motivated by the human right fad” (p. 9) that is inappropriate for African countries. We argue that the specific arguments Akpan employs against the morality of homosexuality and same-sex marriage are flawed. Our paper also presents evidence that human rights are not simply a fad, nor are they of concern and appropriate only to the West. Finally, we examine the case in South Africa, the only African nation to include LGBTQ+ rights in its constitution. In particular, we show that by doing so, South Africa has increased the health and safety not only the LGBTQ+ community, but of the nation’s citizens at large.

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)0.008
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.949
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.282
GPT teacher head0.458
Teacher spread0.176 · 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.

Study designQualitative
Domainnot available
GenreCommentary

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
Published2021
Admission routes1
Has abstractyes

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