A ‘Miniature United Nations’ at Colombo, 1950
Bibliographic record
Abstract
For the historian, two features stand out over the course of the years 1950–1951, as the Colombo Plan took shape. The first is a sense of overloaded expectations by the British not being met, especially after the Americans declined to tie their own policy to British plans for sterling debt reduction. Logically, those seeking a British-shaped or US-determined narrative dependent on the conjoining of finance, foreign policy and defence strategy in plans for South and Southeast Asia need to look elsewhere, not at the Colombo Plan. The second is the emergence of a broader range of diplomats, politicians and planners whose work appears marginally in British and US archival records, but from 1950–51 increasingly in the archives of other Colombo Plan members such as Canada, India, Australia and New Zealand. This bigger cast of diplomatic players decouples the Colombo Plan from its British anchoring and enables the agency of others to emerge more fully.
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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 | 0.002 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 0.002 |
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".