Defence Disclosure: Is the Right to Full Answer the Right to Ambush
Bibliographic record
Abstract
In Canada, a complete set of codified defence disclosure rules does not exist. Rather, these rules exist in piecemeal form, some being statutory, some common law and others in place for the sake of expedience. Like the Crown, the defence is required to disclose at the investigative, pretrial and trial stages. Although defence disclosure appears to run contrary to the accused's right to silence and the right to make full answer and defence, it is emphasized that these rights are not absolute. They must be assessed against other Charter principles. The accused, for example, rarely remains silent until the final stages of the trial to subsequently "ambush " the Crown with his or her defence. The "ambush" defence, perceived as a strategic advantage, denies fundamental principles of fairness and ultimately hinders the search for truth. The author examines the numerous benefits of codifying the procedural rules. A clear statement of disclosure obligations, for example, would avoid lengthy debates over disclosure rules and thus ultimately lead to quicker resolution of the real issue. Further, should they operate unfairly against either party, the court would be in a position to waive them. Due to the many advantages and the corresponding lack of disadvantages such legislation would confer, it is strongly urged that a set of procedural disclosure rules be statutorily enacted.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.026 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.011 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.007 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".