Bibliographic record
Abstract
Of the Many Recorded Manuscripts of Husayn Vaᶜiz-i Kashifi's Treatise on ethics, Akhlāq-i Muḥinī, only six were planned to have illustrations to the text. The manuscript bearing what is ostensibly the earliest date (900/1494-95), was acquired by the Royal Ontario Museum in 1997. It opens with a shamsah, inscribed with a dedication to the Timurid prince Abu’l-Muhsin, and containing the date 900 in numerals (fig. 1). On the last folio, a quatrain relating to the year of composition of the treatise contains a chronogram as well as the date 900 in numerals. The abjad date can, however, be read either as “900” or “907,” and Maria Subtelny has demonstrated convincingly that the latter date must be the correct one, as the text contains a reference to the reconciliation of Abu’l-Muhsin and his father Sultan-Husayn, which took place around 906/1500. Therefore, the work could not have been composed in 900 A.H., and, consequently, the attribution of the Toronto manuscript to this date is false.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.026 | 0.004 |
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".