Bibliographic record
Abstract
The Canadian Charter of Rights and Freedoms states as a general interpretative principle that its rights and freedoms must be applied so as to preserve and maintain the multicultural heritage of Canadians. This principle stands with other broad ideals of our political community — such as pluralism, mutual respect and human dignity — which constitute important aspects of our legal culture. Any society that seeks to be diverse yet bound by common values will face deep challenges, as conflicts emerge over the meaning of “a good life”. At times, such controversies can appear to raise existential issues for the society in question. In this paper I explore one such controversy: what to do about the offence of polygamy. In 2011, in an unprecedented court proceeding, the British Columbia Supreme Court considered the constitutionality of section 293 of the Criminal Code , which penalizes all forms of polygamous unions. In an advisory opinion the Supreme Court concluded that in all but one respect the provision does not violate the Charter’s fundamental freedom of religion, or the principles of fundamental justice. In the brief confines of this paper, I interrogate the opinion as a false recounting of cross-cultural clash. The polygamy debate reveals another aspect of cultural contestation, not between cultures but within the same one — over the role of criminal law, our view of each other and our commitment to the Charter’s underlying ideals.
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 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.014 | 0.042 |
| Scholarly communication | 0.011 | 0.006 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.007 |
| Insufficient payload (model declined to judge) | 0.003 | 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".