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Record W1849597082 · doi:10.15173/glj.v6i3.2366

The Treatment Action Campaign's Quest for Equality in HIV and Health: Learning from and Lessons for the Trade Union Movement

2015· article· en· W1849597082 on OpenAlexvenueno aff
Mark Heywood

Bibliographic record

VenueGlobal Labour Journal · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Issues in South Africa
Canadian institutionsnot available
Fundersnot available
KeywordsAllianceSocial movementAction (physics)Human immunodeficiency virus (HIV)Trade unionPolitical scienceCollective actionEconomic growthPolitical economySociologyPublic relationsInternational tradeMedicinePoliticsBusinessLawEconomicsVirology

Abstract

fetched live from OpenAlex

<p>The Treatment Action Campaign (TAC) has been recognised as one of the most effective social movements in post-apartheid South Africa. Among other things, it is responsible for the world’s largest programme to provide anti-retroviral treatment to people with HIV through the public health system. This article looks at the lessons TAC learned from the trade union movement as it sought to build a mass movement of the poor around the human right to access essential medicines for millions of people infected with HIV. It explores how TAC sought to build an alliance with the Congress of South African Trade Unions (COSATU) and its affiliates, and the vital role that an independent COSATU played in supporting AIDS activism and using its social weight to support campaigns for AIDS treatment. Finally it looks at what trade unions can learn from social movements and explains why an effective alliance between unions and social movements is so essential for pro-poor reform in the twenty-first century.</p>

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.886
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.152
GPT teacher head0.431
Teacher spread0.279 · 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 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

Citations11
Published2015
Admission routes1
Has abstractyes

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