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Record W7132877828

The Role of the State in the Problem of Intra-group Vulnerability: Addressing Polygamy and Forced Marriage Practices in Minority Communities

2021· dissertation· W7132877828 on OpenAlexafffund
Miriam Lavi Zucker

Bibliographic record

VenueTSpace · 2021
Typedissertation
Language
FieldSocial Sciences
TopicMarriage and Sexual Relationships
Canadian institutionsUniversity of Toronto
FundersUniversity of Toronto
KeywordsScholarshipState (computer science)Vulnerability (computing)Context (archaeology)MulticulturalismWork (physics)Government (linguistics)Redress
DOInot available

Abstract

fetched live from OpenAlex

This thesis examines the intra-group vulnerability of minority women subject to polygamy and forced marriage practices. The thesis focuses on these vulnerabilities in the context of the Bedouin-Arabs in Israel, and explores two questions: 1) should the liberal state address concerns about the oppressive potential of minority cultures’ practices for women? And, 2) if so, what approach should be taken to this end, and how should this approach inform state laws?Critical work discussing liberal multiculturalism has generated different proposals for addressing intra-group vulnerability concerns. But if we attempt to practically implement these proposals, we find that the proposed solutions come down to a binary choice between heavy-handed interventionism and a laissez-faire approach. Looking into actual cases of intra-group vulnerability to critically reflect on this theoretical scholarship reveals that the scholarship suffers from a striking gap in its proposed solutions – it overlooks the state’s role in creating and perpetuating the problem. This oversight can explain the tendency of scholars to fall into this binary. Viewing the state as a bystander restricts these scholars to ‘response strategies,’ either intervening against other community members, or holding back from acting at all. Investigating the vulnerability of Bedouin women to oppressive marriage arrangements highlights how the state could be implicated in this problem on different levels. This investigation illustrates how Israel’s policy of pushing the Bedouin out of their lands has reinforced this vulnerability. It further elucidates how Israel’s legal treatment of these practices has been significant in perpetuating this vulnerability. Finally, it reveals how discriminatory accessibility barriers to public resources, including family courts, welfare assistance, and protection against domestic violence, have made it harder for Bedouin women to resist and break away from oppressive marriage arrangements. This investigation also allows us to see why recognizing the (partial) responsibility of the state for this problem provides the key to escaping the laissez-faire/heavy-handed interventionism binary. Most significantly, it indicates how removing barriers impairing minority women’s access to various public resources can open up paths for these women to leave and resist unfavourable aspects of their community life, without forcing them to exit their community altogether.

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)0.008
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.419
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.073
GPT teacher head0.401
Teacher spread0.328 · 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 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
Published2021
Admission routes2
Has abstractyes

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