Asylum, Prison, and Poorhouse: The Writings and Reform Work of Dorothea Dix in Illinois
Bibliographic record
Abstract
Dorothea Lynde Dix (1802-87) was perhaps the most famous and admired woman in America for much of the nineteenth century. Beginning in the early 1840s, she launched a personal crusade to persuade the various states to provide humane care and effective treatment for the mentally ill by funding specialized hospitals for that purpose. The appalling conditions endured by most mentally ill inmates in prisons, jails, and poor-houses led her to take an active intrerest also in prison reform and in efforts to ameliorate poverty. In 1846-47 Dix brought her crusade to Illinois. She presented two lengthy memorials to the legislature, the first describing conditions at the state penitentiary at Alton and the second discussing the sufferings of the insane and urging the establishment of a state hospital for their care. She also wrote a series of newspaper articles detailing conditions in the jails and poorhouses of many Illinois communities. These long-forgotten documents, which appear in unabridged form in this book, contain a wealth of information on the living conditions of some of the most unfortunate inhabitants of Illinois. In his preface, David L. Lightner describes some of the vivid images that emerge from Dorothea Dix's descriptions of social conditions in Illinois a century and a half ago: A helpless maniac confined throughout the bitter cold of winter to a dark and filthy pit. Prison inmates chained in hallways and cellars because no more men can be squeezed into the dank and airless cells. Aged paupers auctioned off by county officers to whoever will maintain them at the lowest cost. Lightner provides an introduction to every document, placing each memorial and newspaper article in its proper social and historical context. He also furnishes detailed notes, making these documents readily accessible to readers a century and a half later. In his final chapter, Lightner assesses both the immediate and the continuing impact of Dix's work.
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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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.034 | 0.024 |
| Scholarly communication | 0.012 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.004 | 0.009 |
| Insufficient payload (model declined to judge) | 0.002 | 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".