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Record W4413988844 · doi:10.1080/21528586.2025.2546483

Reclaiming Wage-Work: Power, Subordination and Contestation among Africa’s Precarious Workers

2025· article· en· W4413988844 on OpenAlexfundno aff
Ruth Castel‐Branco, Thabang Sefalafala

Bibliographic record

VenueSouth African Review of Sociology · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
FundersInternational Development Research Centre
KeywordsSubordination (linguistics)Precarious workWork (physics)WagePower (physics)Wage labourSociologyMigrant workersGender studiesLabour economicsPolitical scienceGeographyEconomicsEconomic growthArchaeologyEngineering

Abstract

fetched live from OpenAlex

Amidst global labour insecurity and rising unemployment, a growing body of scholarship has called for the decentring of wage-work from the social and political imagination. For some scholars, this has involved a recentring of the study of entrepreneurship; for others, a focus on the possibilities of repeasantisation; still others have argued for the need to shift away from politics at the point of production altogether, and towards redistribution, with universal basic income gaining particular traction. However, as our research illustrates, wage-work has not disappeared; it has become more precarious. In the tradition of the work of Professor Edward Webster, this paper challenges the “end of labour” thesis by exploring what work is actually taking place, how it is being done and what the implications are for building worker power. We draw on three case studies of African workers, namely private security guards in South Africa, domestic workers in Mozambique, and platform workers in Kenya. For each case study, we explore the variegated forms of subordination to capital; the implications for workers’ identities, aspirations and political demands; the emerging structures of representation; and contestations that have emerged in the context of a declining trade union movement. We argue that wage-work continues to be important to workers’ identities and social reproduction, even as working arrangements are restructured through externalisation and the exclusion of whole categories of workers from labour protections.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.021
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0190.032
Scholarly communication0.0080.005
Open science0.0010.006
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.017
GPT teacher head0.306
Teacher spread0.289 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2025
Admission routes1
Has abstractyes

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