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Doing Justice in South Africa and Canada

2019· book-chapter· en· W3027427544 on OpenAlex
Brian Stanley

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePrinceton University Press eBooks · 2019
Typebook-chapter
Languageen
FieldSocial Sciences
TopicAmerican Constitutional Law and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsHuman rightsDeclarationPolitical scienceStatus quoEconomic JusticeIndigenousLinguistic rightsLawInternational human rights lawRight to propertyEnvironmental ethicsSociology

Abstract

fetched live from OpenAlex

This chapter highlights the impact on the churches of the human rights agenda in its application to issues of racial justice and the treatment of indigenous peoples. Most discussions of human rights discourse in the second half of the twentieth century begin with the aftermath of the Second World War and the Holocaust, and the consequent adoption of the Universal Declaration of Human Rights at the Third General Assembly of the United Nations in Paris in December of 1948. Ecumenical leaders, influenced by concerns arising from mission field experience in Asia and Latin America, were determined that the Declaration should go further still, incorporating a full statement of freedom of religion, including the increasingly contested right to convert to another religion. In the course of the 1960s and 1970s, human rights discourse acquired a sharper edge. Alongside its older Cold War use as a weapon against communist totalitarianism there developed a radical human rights tradition that addressed the condition of oppressed groups and spoke the language of liberation. This alternative human rights tradition confronted the churches with a choice—either to realign themselves with the demands for liberation, or to pay the price for their apparent collusion with the status quo.

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.998
Threshold uncertainty score0.827

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.000
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 head0.024
GPT teacher head0.217
Teacher spread0.194 · 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