1893 Sep 1 JM to Louie p2&3
Bibliographic record
Abstract
[Page 2] \ntomorrow, go thence to the Highlands to see the heather in full bloom, visit some friends, I go back to Dunbar for a day, [get some clothes made at Edinburgh, etc. Chen go to Liverpool two or three days before the sailing of the Campania to visit my cousins the Hays and then off for home.\nI have been at so many places and have seen so much that is new, the time seems immensely long since I left you. \nSir Joseph and his lady were very cordial. They have a charming country residence, far wilder and more retired than ours, though within 25 miles of London. We had a long delightful talk last evening on science and scientific men, and this forenoon and afternoon long walks and talks through the grounds and over the adjacent hills. Altogether this has been far the most interesting day I have had since leaving home. \nI never knew before that Sir Joseph had accompanied Rosse in his famous Antarctic expedition as naturalist. He showed me a large number of sketches he made of the great ice- cap, etc., and gave me many facts concerning that little known end of the world entirely new to me. Long talks, too,
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.658 | 0.543 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".