The Lost President: A.D. Smith and the Hidden History of Radical Democracy in Civil War America
Bibliographic record
Abstract
At the very outset of her deceptively titled book, Ruth Dunley admits that the subject of her biography, A.D. Smith, is a person of “secondary historical importance." Even so, she is drawn to him by the mystery involved in attempting to uncover his life story. Her journey of discovery, recounted in The Lost President, is a long and challenging one. Her persistence in pursuit of that story is impressive and unyielding. In the end, Dunley succeeds in uncovering a life dedicated to republicanism as a would-be president of Canada, a judge who declared the Fugitive Slave Law unconstitutional, and a tax commissioner in the Sea Islands of South Carolina who sought to give land to former slaves during the Civil War. Throughout, Smith, argues Dunley, was a representative man of the Jacksonian era. He was moved by its vision of the possible and subject to its many contradictions. But, above all, he was a radical Democrat, committed to the principles of majority rule and opposed to the empowerment of the few.
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.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".