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Record W4280625806 · doi:10.1111/gwao.12857

Deep care: The COVID‐19 pandemic and the work of marginal feminist organizing in India

2022· article· en· W4280625806 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueGender Work and Organization · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicGender Politics and Representation
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsCoronavirus disease 2019 (COVID-19)PandemicWork (physics)2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)SociologyVirologyMedicineEngineeringOutbreak

Abstract

fetched live from OpenAlex

Abstract In this paper, we adopt a Southern feminist epistemology to critically appraise the ways in which media discourse on gendered organizing during the Indian COVID‐19‐induced migrant crisis resists or reinforces hegemonic caste hierarchies. To contextualize this work, we briefly historicize scholarship on feminist organizing around land rights, hunger, and violence, while noting the politics of contagion and pollution narratives plaguing the pandemic discourse in India. After conducting a qualitative content analysis (QCA) followed by a critical discourse analysis (CDA) of media discourses across three tiers (international, national, and local), we found that international and national tiers of discourse largely deployed a savarna gaze that worked to 1) Reinforce brahminical and technocratic pandemic narratives and 2) Delegitimize Dalit marginal organizing feminist work and Dalit sensibilities through seven overlapping metrics of erasure. On the other hand, local tier of discourse confronted the savarna gaze, amplified voices of Dalit and Muslim women by centering their narratives of resistance, and tackled the exacerbation of casteist oppression under the pandemic in the service of emancipation. Local discourses also highlight how marginal organizing during the first pandemic lockdown involved provision of essential resources and services (food, medical care, security) for mostly Dalit and Muslim migrant workers, and women intersectionally facing domestic violence and savarna violence. Despite the brahmininal structural oppression, Dalit feminist praxis' emblematic resistance of oppressive structures, during and beyond times of crisis, constitutes what we call the work of deep care .

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.132
Threshold uncertainty score0.847

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.028
GPT teacher head0.277
Teacher spread0.249 · 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