Bibliographic record
Abstract
The “veil” debate had crossed the Atlantic, and landed in Canada. The Supreme Court of Canada (SCC) ruling in N.S. bears all the potential for drawing a line in the sand regarding the status of religion in Canada, and for that matter – re-conceptualize its mosaic. N.S., a petitioner wearing a niqab (face veil revealing only the eyes) is accused a family member and a family friend of sexual assault during her childhood. An unexceptional sexual assault case, it had climbed up to the SCC on procedural grounds. Insisting on the right to visually face their accuser during trial proceedings to assess her demeanor as part of their defense, and determined to prove her religious piety a sham, the accused tossed a hot potato into the courts’ hands. Attracting negligible media and public attention, this serious – and substantive – matter possibly represents one of the more momentous constitutional challenges so far to the Canadian management of cultural diversity. Coinciding with the Conservative government’s newly created Office of Religious Freedom, the case – and the open-ended SCC judgment – stand to eventually intensify the debate concerning the place of religion in Canada’s democracy. It is a misconception to expect State-Church relations to lend themselves to neutral consideration, devoid of legal values, by any legal institution (court and government), society, or the individual person. Ultimately, the matter boils down to a determination of a moral choice.
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 | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.040 | 0.013 |
| Scholarly communication | 0.011 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.013 | 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 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".