Bibliographic record
Abstract
Gandhi and Nehru are the pre-eminent founders of modern India. They agreed on many things but they also disagreed on a few things. At the heart of their disagreement lay the basic thesis of Hind Swaraj , which they debated frequently. For a brief account of this debate in the 1930s, see Shirer 1979, 36–8. [Ed.] Gandhi to Nehru My dear Jawaharlal, October 5,1945 I have been desirous of writing to you for many days but have not been able to do so before today. The question of whether I should write to you in English or Hindustani was also in my mind. I have at length preferred to write to you in Hindustani. The first thing I want to write about is the difference of outlook between us. If the difference is fundamental then I feel the public should also be made aware of it. It would be detrimental to our work for Swaraj to keep them in the dark. I have said that I still stand by the system of Government envisaged in Hind Swaraj . These are not mere words. All the experience gained by me since 1908 [ sic ] when I wrote the booklet has confirmed the truth of my belief. Therefore if I am left alone in it I shall not mind, for I can only bear witness to the truth as I see it.
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 | 0.001 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.052 | 0.012 |
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".