THE JOHN BRADBY BLAKE DRAWINGS IN THE NATURAL HISTORY MUSEUM, LONDON: JOSEPH BANKS PUTS THEM TO WORK
Bibliographic record
Abstract
In the last quarter of the 18th century, Joseph Banks came into possession of a set of botanically accurate, western‐influenced, drawings of Chinese plants, executed in Canton by a Chinese artist and supervised by John Bradby Blake, an East India Company supercargo. Banks realized that these drawings, now in the Natural History Museum, London, would help his collectors in Canton accurately identify the Chinese species he sought as living plants for the Royal Gardens at Kew. Banks commissioned a collector's manual whose illustrations were based on the Blake drawings. In the early 19th century, William Kerr used this manual (now unfortunately lost) to continue the Blake practice – these drawings are at the Royal Botanic Gardens, Kew. John Reeves, many of whose drawings are at the Royal Horticultural Society, used Kerr's commissions to produce the next generation of botanical art in Canton.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.008 | 0.004 |
| Scholarly communication | 0.007 | 0.006 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.104 | 0.038 |
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".