Recollecting: Lives of Aboriginal Women of the Canadian Northwest and Borderlands
Bibliographic record
Abstract
List of Illustrations Acknowledgments Lifelines: Searching for Aboriginal Women of the Northwest and Borderlands / Sarah Carter and Patricia A. McCormack PART ONE: Transatlantic Connections (1) Recovered Identities: Four Metis Artists in Nineteenth-Century Rupert's Land / Susan Berry (2) Lost Women: Native Wives in Orkney and Lewis / Patricia A. McCormack (3) Christina Massan's Beadwork and the Recovery of a Fur Trade Family History / Alison K. Brown, with Christina Massan & Alison Grant PART TWO: Cultural Mediators (4) Repositioning the Missionary: Sara Riel, the Grey Nuns, and Aboriginal Women in Catholic Missions of the Northwest / Lesley Erickson (5) The Accomplished Odille Quintal Morison: Tsimshian Cultural Intermediary of Metlakatla, British Columbia / Maureen L. Atkinson (6) Obscured Obstetrics: Indigenous Midwives in Western Canada / Kristin Burnett PART THREE: In the Borderlands (7) Sophie Morigeau: Free Trader, Free Woman / Jean Barman (8) The Montana Memories of Emma Minesinger: Windows on the Family, Work, and Boundary Culture of a Borderlands Woman / Sarah Carter PART FOUR: The Spirit World (9) Searching for Catherine Auger: The Forgotten Wife of the Wihtikow (Windigo) / Nathan D. Carlson (10) Pakwaciskwew: Reacquaintance with Wilderness Woman / Susan Elaine Gray PART FIVE: Challenging and Crafting Representations (11) Frances Nickawa: A Gifted Interpreter of the Poetry of Her Race / Jennifer S.H. Brown (12) Blazing Her Own Trail: Anahareo's Rejection of Euro-Canadian Stereotypes / Kristin L. Gleeson Notes List of Contributors 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.035 | 0.006 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.019 | 0.002 |
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".