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
An awareness of the alarming reality of wrongful convictions in both Canada and other criminal justice systems led the Supreme Court of Canada in 2001 to overturn prior jurisprudence that allowed Canada to extradite fugitives to face the death penalty. 1 The Court decided that extradition to face the death penalty would generally violate the principles of fundamental justice in the Canadian Charter of Rights and Freedoms. 2 The Court stressed that DNA would not be available in all cases, 3 and that even "a fair trial does not always guarantee a safe verdict." 4 This case presents a challenge to all courts and policy-makers to do better in responding to the risk of wrongful convictions. 5 It is also a reminder that all criminal justice systems that use the death penalty run an unacceptable risk of executing an innocent person.Another measure of the recognition of the reality of wrongful
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 | 0.000 | 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 | 0.000 | 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) | 0.002 | 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