The Voluntary Sterilisation Act: Best Interests, Caregivers, and Disability Rights
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.
Bibliographic record
Abstract
How can caregivers' interests be balanced with disability rights in decisions about whether to sterilise an intellectually disabled person? This question is considered in the context of Singapore, a commonwealth country that lacks a test case. Singapore has a lesser-known history of eugenics, and has struck an uneasy compromise between communitarian values and obligations under the United Nations Convention on the Rights of Persons with Disabilities (CRPD) in recent years. This article provides an overview of Singaporean law under the Voluntary Sterilisation Act 1974 and the Mental Capacity Act 2008, and compares this with the law in Canada, England and Wales, and Australia. This article also situates the CRPD in the context of Singapore's dualist view of international law and communitarian approach to disability policy. It argues that CRPD rights to bodily integrity can be presumptively upheld in best interests determinations on sterilisation, while caregivers' interests can be accommodated in a relational understanding of best interests. A decisional framework along these lines is proposed.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it