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
The pre-eminent figure in mid-Victorian psychological medicine, Dr. John Conolly had his reputation damaged in the 1850s by scandals linking him to cases of wrongful confinement, including one that figures in Charles Reade’s novel, Hard Cash . This essay looks at two major works Conolly published during the scandals and argues that they are responses to the charges against him. Both works focus on representations of insanity in art, rather than actual patients. “The Physiognomy of Insanity” (1858-59) is a series of essays on photographic portraits of asylum patients, and his essays prove to be more fictional than factual. A Study of Hamlet (1863) looks at the ambiguity of madness in Shakespeare’s portrayal of Hamlet, but it explains how Conolly understood the relationship between fact and fiction in cases of insanity. In both works, Conolly defends himself as an aesthete and defines his diagnostic method as a deliberate and necessary form of impressionism.
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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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