Development advisors in a time of cold war and decolonization: the United Nations Technical Assistance Administration, 1950–59
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract The United Nations Technical Assistance Administration (TAA) was the world organization’s main body for development advice throughout the 1950s. In technical assistance, the UN found a global mission at a time when its peace and security functions seemed ineffective. Technical assistance experts preached the need for less developed countries to plan and modernize. This process has been studied with regard to American modernization theory, but the important role of the UN as an autonomous diplomatic actor has been less visible. The UN was a relatively acceptable source of technical assistance for many governments. Among them was Indonesia, which welcomed UN help for its State Planning Bureau. TAA aid to the Planning Bureau advanced the interests of both organizations but both failed to institutionalize themselves enough to survive the decade. Both, however, left important legacies: the TAA for UN development thinking, and the Planning Bureau for the Indonesian developmentalist state.
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.
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 | 0.000 | 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 | 0.000 | 0.000 |
| 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 it