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Im/mobility as a form of gender-based violence: the case of transnationally abandoned wives in India

2024· article· en· W4400915373 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

VenueJournal of Gender-Based Violence · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsQueen's University
FundersBritish Academy
KeywordsDomestic violencePsychologyGender studiesMedicineSociologyHuman factors and ergonomicsPoison controlMedical emergency

Abstract

fetched live from OpenAlex

Transnational marriage abandonment (TMA) of women is a growing form of violence reported across India and South Asia. The spouse, most commonly a husband, lives and works in a foreign country and exploits the advantages derived from his citizenship or visa status to exercise coercion and control over the immigrating wife. TMA takes different forms, including when a woman is left behind with the in-laws while waiting for the husband to provide visa sponsorship for her migration. Such women are vulnerable to financial precarity, isolation and domestic violence from in-laws, may be dispossessed from their marital home and served with ex parte divorces. Drawing on life-history interviews with 35 ‘never-migrant’ women conducted between 2013 and 2016, and subsequent policy and legal developments in India and the UK, this article seeks to unpack the gendered dimensions of im/mobility within TMA. Women’s immobilisation results from state migration policies, legal obstacles, patriarchal socio-cultural norms and purposive actions by husbands and their families to perpetually defer visa sponsorship and extract labour and/or money from women. Our findings indicate that immobilisation is a key facet of violence against women and legal responses to TMA must utilise a gender-based violence framework that can incorporate immobilised ‘never-migrant’ women.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.220
Threshold uncertainty score0.537

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.026
GPT teacher head0.330
Teacher spread0.304 · 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