Bibliographic record
Abstract
This article examines newspaper articles and opinion pieces related to the 1989 and 1990 case of allowing RCMP (Royal Canadian Mounted Police) officers to wear turbans as part of their formal uniform. Many of those opposed to allowing for this change in RCMP policy demonstrate a sense of an assumed national identity that tends to label immigrants and people from non-European backgrounds as un-Canadian. Once the federal government approved this change in RCMP policy, some of the groups that opposed it attempted to bring it to the Supreme Court of Canada. The argument they made was one for closed secularism. The policy change, however, and the impact it had on Baltej Singh Dhillon, the first Sikh RCMP officer who became an officer and was allowed to wear his turban the results of which present a case for open secularism.
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 | 0.012 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.031 | 0.064 |
| Scholarly communication | 0.012 | 0.006 |
| Open science | 0.001 | 0.011 |
| Research integrity | 0.006 | 0.011 |
| Insufficient payload (model declined to judge) | 0.006 | 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".