Mental Health as Public Peace: Kaneko Junji and the Promotion of Psychiatry in Modern Japan
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
On June 8, 2001, Takuma Mamoru, a former psychiatric patient, broke into the Ikeda Elementary School in Osaka City and killed eight schoolchildren. This incident, which journalists have described as the Ikeda Massacre, resurrected public concerns about the mentally ill. The Osaka District Court declared that psychiatric evaluations had revealed that Takuma was sane enough to recognise the criminal nature of his actions. Discussion among the public and officials nevertheless remained focussed on the question of how to handle suspects in criminal cases who are not fit to stand trial as a result of psychiatric disorders. In August 2003, the same month that Takuma was sentenced to death, the National Diet passed legislation that could compel defendants, even those found innocent, to enter or regularly visit a mental hospital if judges and psychiatrists deemed them mentally ill and possessing a propensity to commit crimes.
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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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