The Closing of the Coffin on Forensic Polygraph Evidence for Australia: Mallard v The Queen [2003] WASCA 296
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
Polygraphy has a chequered and colourful history. In New South Wales its use in criminal investigations was outlawed by the Lie Detectors Act 1983 (NSW) after an attempt to introduce such evidence in a District Court proceeding. Decisions by the Supreme Court of Canada have rejected such evidence. However, two events in 2003 will prove of more long-term significance. An in-depth National Research Council Report classified those studies which suggested that it is reliable as seriously flawed and recommended extensive independent research before its use should be sanctioned, even in employment contexts. In late 2003 the Western Australian Court of Appeal heard extensive evidence from international leaders in the debates about the status of contemporary polygraphy. In an extensive decision, Mallard v The Queen [2003] WASCA 296 the court robustly ruled against the admissibility of polygraphy. This is likely to close the lid on arguments for the foreseeable future about the use of the technique in Australian courts.
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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 | 0.000 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it