FROM “INDIANS” TO “FIRST NATIONS”: CHANGING ANGLO-CANADIAN PERCEPTIONS OF THE NORTH AMERICAN INDIAN IN THE TWENTIETH CENTURY*
Bibliographic record
Abstract
A look at three university-organized conferences, the first in 1939, the second in 1966, and the most recent in 1997, reveals an increasing awareness of Aboriginal issues — particularly in the 1990s. From the mid- to the late twentieth century, Indians, now generally known as the First Nations, moved from the periphery into the centre of academic interest. The entrance of Aboriginal people, “the third solitude,” has altered completely the nature of Canada’s unity debate. Section 35 of the Constitution Act, 19821 affirms the existence of Aboriginal and treaty rights. The definition of “Aboriginal peoples of Canada” in the new constitution of 1982 now includes the Métis, as well as the First Nations and Inuit. Today, no academic conference in Canada on federalism, identities, and nationalism, can avoid discussion of Aboriginal Canada.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.036 | 0.017 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 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".