The “special relationship,” and the overseas Chinese: the Information Research Department (IRD) and the United States Information Agency (USIA) cold war partnership in East Asia, 1950s-1970s
Bibliographic record
Abstract
From the 1950s to the 1970s, Britain’s strategic role in the Cold War in East and Southeast Asia shaped the post-WWII contours and ramifications of what Winston Churchill famously dubbed the Anglo-American ‘special relationship’. Through its clandestine Information Research Department (IRD), Britain targeted anti-communist propaganda, focusing on neutral nations and the overseas Chinese communities. The IRD assessed communist influence among emigrant Chinese communities along with their views of the United States. The IRD served to support American goals while bolstering Britain’s regional influence. Despite occasional divergences, the IRD and the United States Information Agency (USIA) coordinated efforts to counter communist expansion, reflecting the adaptability of their ‘special relationship’.
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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.011 | 0.014 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.000 | 0.005 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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".