Recollecting: Lives of Aboriginal Women of the Canadian Northwest and Borderlands
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
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
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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