Battered women charged with homicide in Australia, Canada and New Zealand: How do they fare?
Bibliographic record
Abstract
This article examines trends in the resolution of homicide cases involving battered women defendants from 2000 to 2010 in Australia, Canada and New Zealand. Australia and Canada appear to have some commonalities in their treatment of such cases with higher acquittal rates and a greater reliance on plea bargaining to produce manslaughter verdicts, as compared with New Zealand. Although New Zealand’s small number of cases makes it difficult to generalise, its overall trends appear to be different from those observed in Australia and Canada, in both the high proportion of cases proceeding to trial and those resulting in conviction for murder. The authors conclude that there is a need to re-examine prosecutorial practices of proceeding to trial on murder rather than manslaughter charges even when manslaughter would be ultimately satisfactory to the prosecution, and of accepting guilty pleas to manslaughter verdicts in circumstances where the battered woman appears to have a strong self-defence case.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".