Constructive programme: its meaning and place (1941), 1945
Bibliographic record
Abstract
While Hind Swaraj gives the general outline of Gandhi's political philosophy, the ‘Constructive programme’, originally addressed to the members of the Indian National Congress, discusses some of the concrete steps by which that philosophy may be implemented. The value of this document lies in the fact that it illustrates the point that according to Gandhi every sound political philosophy ought to have its corresponding constructive programme – one that contributes to the betterment of the lives of members of civil society. [Ed.] Introductory The constructive programme may otherwise and more fittingly be called construction of poorna swaraj or complete independence by truthful and non-violent means. Effort for construction of independence so called through violent and, therefore, necessarily untruthful means we know only too painfully. Look at the daily destruction of property, life and truth in the present war. Complete independence through truth and non-violence means the independence of every unit, be it the humblest of the nation, without distinction of race, colour or creed. This independence is never exclusive. It is, therefore, wholly compatible with interdependence within or without. Practice will always fall short of the theory, even as the drawn line falls short of the theoretical line of Euclid. Therefore, complete independence will be complete only to the extent of our approach in practice to truth and non-violence.
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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.007 |
| Science and technology studies | 0.006 | 0.032 |
| Scholarly communication | 0.006 | 0.007 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".