VARIOUS SHADES OF RED: DIVERSITY WITHIN CANADA'S INDIGENOUS COMMUNITY
Bibliographic record
Abstract
Canada is a land of immigrants. All Canadians, with the exception of Canada’s indigenous peoples, entered this nation from other countries. Immigration has produced a culturally and racially diverse population. This diversity was officially recognized with the implementation of the Multiculturalism Act in 1988. However, when we speak of “multiculturalism” in Canada we generally refer to those who originated, or whose ancestors originated, outside our national borders. Cultural diversity in Canada extends beyond the immigrant population into its indigenous population. There is often a misconception that Canada’s indigenous peoples are a homogeneous group – nothing could be further from the truth. This paper discusses the distinctive identities, vibrant cultures, and varying traditions of Canada’s indigenous peoples affiliated with 633 Indian bands and reside on more than 2,000 reserves across Canada. 1 It also offers insight into a variety of legal, social and cultural differences inherent between and with Canada’s indigenous groups.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".