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Record W6987085448

Sex for sale : a comparative analysis of legal models and the socio-economic determinants informing law reform in South Africa

2023· dissertation· en· W6987085448 on OpenAlexaboutno aff

Bibliographic record

VenueUnisa Institutional Repository (University of South Africa) · 2023
Typedissertation
Languageen
FieldSocial Sciences
TopicLegal Issues in South Africa
Canadian institutionsnot available
Fundersnot available
KeywordsLegislatureLegislationLaw reformNormativeContext (archaeology)Interpretation (philosophy)PoliticsUnemploymentUnderpinningHarm
DOInot available

Abstract

fetched live from OpenAlex

The overarching purpose of this research is to establish the need for legislative and policy reform in respect of the exchange of sexual acts for reward and peripheral crimes in South Africa. It has sought to do so through interrogating the context and the socio-economic determinants at work in South Africa, Canada, Sweden and India; and how each country’s unique context intersects with the chosen policy and legal framework. As a starting point the current criminalised legal framework is positioned as a constitutionally permissible legislative choice. In light of the fact that legislatures the world around draft legislation which regulates sensitive areas of morality, it would seem that the underlying question is which interpretation or understanding of morality should be used to inform legislative reform. This thesis is based on the assumption that the chosen legal framework is a policy choice and argues that this policy should be informed by available evidence and rational analysis, as opposed to political ideology. Evidenced-based research has been used to consider the complexity of the primary socio-economic drivers of poverty, inequality, unemployment and intersecting vulnerabilities such as early exposure to sexual violence as causal to entry into the sale of sexual services. Three global themes underpinning the need for law reform have been considered comparatively, including documenting the unfolding developments around law reform. This research has considered South Africa’s obligations in terms of binding international instruments to bring about normative change in respect of gender-based violence; recognise economic and social rights; curtail aspects associated with the exploitation of prostitution; guard against sex tourism; suppress all forms of trafficking in women, and address patriarchy and traditional stereotypes of women as sex objects. It is axiomatic that the solution to a problem sustained by socio-economic drivers is to be found in the disruption of those very same drivers. The outcome of this research is a recommendation in favour of substantive equality in the form of a country-specific legal framework of partial criminalisation coupled with the realisation of socio-economic rights.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science 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 score0.393
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.002
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.038
GPT teacher head0.281
Teacher spread0.242 · 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
Published2023
Admission routes1
Has abstractyes

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