Bibliographic record
Abstract
In this letter, Gandhi gave Lord Ampthill also a preview of HS. Upon receipt of the letter Lord and Lady Ampthill invited Gandhi for a private lunch and to discuss its contents. Unfortunately, the lunch had to be cancelled due to the sudden illness of their son. No new date was set for a lunch as Gandhi had to leave London for South Africa on 13 November 1909. (For the text of Ampthill's lunch invitation see his letters of 4.11.1909 and 7.11.1909 to Gandhi in the Sabarmati Ashram Grantalaya Collection, SN 5152 and 5165.) [Ed.] London October 30,1909 My Lord, I have for some time past been wishing to place before Your Lordship the result of my observations made here during my brief stay on the nationalist movement among my countrymen. If you will permit me to say so, I would like to say that I have been much struck by Your Lordship's candour, sincerity and honesty of which one notices nowadays such an absence among our great public men. I have noticed too that your imperialism does not blind you to matters of obvious justice and that your love of India is genuine and great. All this coupled with my desire to withhold nothing from Your Lordship regarding my own activity about Indian matters as they may have a direct or an indirect bearing on the struggle in the Transvaal, emboldens if it does not require me to inform you of what I have seen.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.080 | 0.022 |
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".