The Indian Association of Alberta: a history of political action
Bibliographic record
Abstract
Illustrations Acknowledgments Introduction 1. A General Setting 2. The Indian Association of Alberta: Its Origins and Structure 3. The Structure and Expansion of the Early Indian Association of Alberta 4. Outside Help: John Laurie and Non-Indian Supporters of the Indian Association of Alberta 5. The Indian Association of Alberta and Its Relations with the Indian Affairs Branch, 1939-46 6. Reconciling Citizenship and Treaty Rights: The Indian Association of Alberta and the Special Joint Committee of the Senate and House of Commons, 1946-48 7. Political Pragmatics: Amending the Indian Act, 1948-58 8. Political Visions: Diefenbaker to Trudeau 9. Nikanastewimakewin: Comparing the Political Thought of John Callihoo and John Tootoosis 10. Final Thoughts Appendices A. Indian Association of Alberta Executive Members, 1939-68 B. Supervisors of Local Department of Indian Affairs, Alberta, 1939-69 C. Indian Affairs Administration, 1939-69 D. Alberta Reserve Land Surrenders Notes Bibliography Index
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.011 |
| Science and technology studies | 0.014 | 0.008 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.027 | 0.003 |
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".