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
T HE NINETEENTH CENTURY is an important period in the history of psychiatry. According to the accepted narrative about the development of psychiatry as a field, in October of 1793, Philippe Pinel freed the patients at Bicêtre, the hospital for the insane in Paris. This act “heralded a new attitude to the insane,” as Pinel “abolished brutal repression” and “replaced it by a humanitarian medical approach” (Hunter 603). The French physician's approach to madness was officially brought to English soil when his text, A Treatise on Insanity , was translated into English in 1806 by D. D. Davis. His methods then began to appear in English practice and positively bloomed by mid century, particularly in the form of moral management, which advocated freeing patients of physical restraints and emphasizing their abilities to monitor their own behavior, while re-educating them about social mores and expectations (Showalter 27). The period from 1790 to 1850 has been called “the birth of psychiatry” (Donnelly viii).
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it