The world’s first slum improvement programme: Calcutta’s bustees, 1876–1910
Bibliographic record
Abstract
Many believe that the first slum (settlement) upgrading projects were launched in the 1960s. In fact, arguably the world’s first began in Calcutta in 1876 and ran until 1910. It was sui generis. Like recent programmes, Calcutta’s prioritized sanitary infrastructure over dwelling repairs; unlike them, it lacked resident participation. Inspired by sanitary initiatives in Britain, it was motivated by public health concerns, especially for Europeans; unusually, it had precise geographical foci. It involved the extension of sewers; of water lines to standpipes, wash stations, and public latrines; the filling in of tanks (ponds) used for washing and cooking; the closing of domestic wells; street cleaning and street widening. It was modestly effective but had the unanticipated effect of encouraging piecemeal redevelopment at higher densities. Locally and internationally, it was soon forgotten so that similar programmes had to be reinvented. In that respect, it exemplifies a common pattern of policy amnesia.Abbreviations: AR: Administration Reports of the Commissioners of Calcutta; Calcutta: The Municipal Press; BC: Bustee Committee, Minutes; BMP: Bengal. Municipal Proceedings; IOR: India Office Records, British Museum; SC: Report of the Commission Appointed under Section 28 of Act IV (B.C.) of 1876 to Enquire into Certain Matters Connected with the Sanitation of the Town of Calcutta; Calcutta: Bengal Secretariat Press, 1885 [Sanitation Commission].
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".