open access to scientific and medical research Open Access Full Text Article Commentary Implications and reflections on the 2010 Supreme Court ruling on Canada’s AHR Act
Bibliographic record
Abstract
(AHR) Act, 1 a piece of federal legislation that resulted, in part, from the lengthy Royal Commission on New Reproductive Technologies (RCNRT), 2 which was struck to contextualize the new set of technologies within the milieu of Canadian values and concerns. The AHR Act identified which specific practices were to be controlled and prohibited in Canada and required the creation of a governmental agency, Assisted Human Reproduction Canada (AHRC), to monitor AHR practices and oversee enforcement of the Act and its regulations. In addition, Health Canada created the Assisted Human Reproduction Implementation Office (AHRIO), to develop relevant regulations and associated policy. In accordance with the RCNRT’s recommendation, AHRC also began to explore the creation of a national AHR surveillance system. After a challenge from Quebec to the AHR Act’s constitutionality, the Supreme Court of Canada ruled 3 in December of 2010 that many aspects of the AHR Act were unconstitutional. As summarized by Baylis, 4 the legal issue before the Court was whether the “pith and substance ” of the contested sections of the AHR Act were:
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 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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".