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Record W3128656542 · doi:10.15173/glj.v12i1.4307

Beyond the Coronavirus: Understanding Crises of Social Reproduction

2021· article· en· W3128656542 on OpenAlexvenueno aff
Smriti Rao

Bibliographic record

VenueGlobal Labour Journal · 2021
Typearticle
Languageen
FieldHealth Professions
TopicEmployment and Welfare Studies
Canadian institutionsnot available
Fundersnot available
KeywordsReproductionSocial reproductionCapitalismCapital (architecture)PoliticsContradictionSocial capitalSociologyPolitical economyEconomicsPolitical scienceSocial scienceLawBiologyEcologyEpistemologyHistory

Abstract

fetched live from OpenAlex

From a feminist political economy perspective, the unfolding of the coronavirus is a further reminder of the fundamental contradiction between a capitalist system that prioritises profits, and a feminist ethic that prioritises life-making or social reproduction. This article argues for a more systematic understanding of crises of social reproduction under capitalism, stressing the difference between such crises for labour and those for capital. The coronavirus crisis represents an extraordinary example of a crisis of social reproduction for capital, but this article examines crises of social reproduction for capital and labour that arise from the more ordinary workings of capitalism. The focus is on unfolding such crises in the Global South, using the case of India to illustrate the usefulness of such an analysis. KEYWORDS: social reproduction; gender; labour; political economy; India

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)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.008
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0050.043
Scholarly communication0.0080.007
Open science0.0010.006
Research integrity0.0020.003
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 head0.148
GPT teacher head0.440
Teacher spread0.293 · 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 designTheoretical or conceptual
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

Citations68
Published2021
Admission routes1
Has abstractyes

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