Bibliographic record
Abstract
Samurai Sano Ichiro and his wife Reiko, are hot on the heels of a mysterious courtesan in bestselling novelist Laura Joh Rowland's latest historical thriller. In the carefully ordered world of 17th century Japan, the Yoshiwara pleasure quarter is home to women who have been sold to brothels as punishment for their crimes. It is here that the shogun's dashing young cousin and heir apparent is found dead - stabbed through the eye with a long hairpin - in the bed of a beautiful courtesan named Lady Wisteria. When both Lady Wisteria and her private journal - or pillow book - turn up missing, Sano Ichiro, the shogun's Most Honourable Investigator of Events, Situations and People, is called upon to solve the crime and find the lady, a job that is complicated slightly by the fact that Sano had a brief affair with her some years ago. Against his better judgement Sano accepts the help of his fiery, young wife, Reiko, in exploring the surprisingly dangerous world of the pleasure quarter as he seeks to unmask a killer.
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 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 | 0.001 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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 teacher head, 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".