Walking the Path of My Ancestors: The Siksikastiapi (Blackfoot Confederacy)
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
This article articulates myself and my community’s journey navigating the Oblates of Mary Immaculate (OMI) records written historically about our People (the Bloods) in order to identify who our ancestors are. Through the examination of historical texts, records and materials written by the Oblate missionaries of North-Western Canada, we were able to discover the hidden lived experiences of our People. The purpose of this study was to provide new scholarly insights into the texts and records of the Oblates regarding the Blood People. This research took place at the Alberta Provincial Archives over a seven-month period. This article reviews who the Oblates of Mary Immaculate were, and what measures were used to uncover our ancestors in the Provincial Archives. Data analysis determined that the individual archival records fragmented Indigenous Peoples and their history; however, collectively these records blend together to tell a story.
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 | 0.002 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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