C=f(P): The trust, ‘general public utility’, and charity as a function of profit in India
Bibliographic record
Abstract
Abstract With an interest in historicizing contemporary philanthropic formations such as corporate social responsibility, this article outlines the modern Indian governmental coding of charity as a function of profit. To do so, it charts a trajectory of legal-fiscal policy on charitable tax exemption in India, especially since the 1940s. Informed by the study of vernacular capitalism, research on economization and on epistemologies of calculation, the analysis maps juridical trajectories on the idea of charity, its relationship with trade, and, more specifically, profit-making. It demonstrates how the legal mechanism of the public trust, which serves in the late nineteenth century to institutionalize a strict distinction and separation between charity and profit-making, later reconfigures and connects them by buttressing the main legal criterion for charity in India, that is, ‘general public utility’. This legal story is deployed to draw attention to philanthropy more broadly as a key terrain for research on processes of economization and neoliberal governing. At the same time, the argument also works against the grain of palimpsests in contemporary public discourse which stage a continuous and direct line from pre-colonial vernacular practices to Indian philanthropy today.
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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.021 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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".