A National Legacy of Enslavement: An Overview of the Work of the Slavery, History, Memory, and Reconciliation Project
Bibliographic record
Abstract
Abstract As the Jesuit mission in the United States expanded to the west in the early nineteenth century, the Society bought, owned, hired, sold, and forcibly moved enslaved people to support their activities. Enslaved people lived and labored at Jesuit schools, scholasticates, churches, and farms in Missouri, Kentucky, Louisiana, and Kansas. Aspects of their lives, including names and family relationships, can be gleaned from Jesuit and other archival materials. These records show what daily life was like for enslaved people owned by the Jesuits as they built communities, sought to protect their families, and resisted their enslavement. They negotiated with the Jesuits to be allowed to purchase their freedom; sued the Jesuits for their freedom in court; and ran away. Undertaken by the Jesuits of Canada and the United States, the Slavery, History, Memory, and Reconciliation Project endeavors to shed light on this history and its contemporary legacies while working with descendants of the people the Society of Jesus held in slavery to determine steps forward today.
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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 | 0.010 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.007 |
| Science and technology studies | 0.017 | 0.013 |
| Scholarly communication | 0.012 | 0.010 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".