Cartographic Memories of Slavery and Freedom: Examining John Washington's Map and Mapping of Fredericksburg, Virginia
Bibliographic record
Abstract
In 1873, former slave John Washington (1838–1918) wrote his memoir, Memorys of the Past. This account includes a remarkable map that locates Washington's experiences as a slave, his acts of resistance, and the route of his escape from bondage in 1862. Washington's map is both a work of memory and a rare example of a subaltern cartographic practice. The act of mapping his experiences in Fredericksburg, Virginia, challenges the long-dominant memory of the city as the colonial home of founding fathers and the site of a Confederate victory in the Civil War. At the same time, the formal style of this cartographic representation yields clues about the efforts John Washington and other slaves took after the war to achieve the full promise of emancipation through education. Finally, since Washington's memoir and map were published in 2007, the National Park Service and local government officials are remapping this remarkable man's memory as they inscribe narratives of slavery, resistance, and emancipation into Fredericksburg's memorial landscape.
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How this classification was reachedexpand
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.003 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".