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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.067 | 0.031 |
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".