An appeal to humanity: legal victory in favour of North America's only supervised injection facility: Insite
Bibliographic record
Abstract
Canada's federal government has once again failed to shut North America's only authorized supervised injection facility: Insite. A majority ruling issued by the BC Court of Appeal on 15 January 2010 upheld an earlier British Columbia Supreme Court ruling in 2008 that protected the rights of injection drug users (IDUs) to access Insite as a health facility as per the Charter of Rights and Freedoms component of the Constitution of Canada. The majority decision from Honourable Madam Justices Rowles, Huddart and Smith also established a jurisdictional victory safeguarding Insite as most appropriately run under the authority of the province of British Columbia rather than the federal Government of Canada. The Federal Government has appealed the case to the Supreme Court of Canada. A hearing date has been set for 12 May 2011. The appeal will be a legal one but even more so, it will be an appeal to humanity.
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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 | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.022 | 0.008 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.021 | 0.019 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
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".