FROM “INDIANS” TO “FIRST NATIONS”: CHANGING ANGLO-CANADIAN PERCEPTIONS OF THE NORTH AMERICAN INDIAN IN THE TWENTIETH CENTURY*
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.007 | 0.009 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it