Bibliographic record
Abstract
In the decade between U.S. diplomatic recognition of the People’s Republic of China (PRC) in 1979 and the Tiananmen Massacre in 1989, the U.S. Department of Defense (DoD) pursued a military engagement policy with the People’s Liberation Army (PLA). The 1979-1989 U.S.-PRC defense relationship was driven by a mutually shared fear of the USSR, but U.S. policymakers also sought to encourage the PRC to become a more deeply involved in the world community as a responsible power. Beginning in the late 1970s, the U.S. defense department conducted high level exchanges, allowed for the transfer of defense technology, promoted military to military cooperation and brokered foreign military sales (FMS). On the U.S. side, this program was strongly supported by National Security Advisor Zbigniew Brzezinski and Secretary of State Alexander Haig, who worked to push skeptical elements in the U.S. defense bureaucracy. By the mid-1980s, this hesitancy had been overcome and the defense relationship reached a high point in the 1984-1986 period, but structural problems arising from the division of authority within the PRC’s party-state-military structure ultimately proved insurmountable to long-term cooperation. The 1979-1989 U.S.-PRC defense relationship highlights the long-term challenges of pursuing military engagement with fundamentally dissimilar structures of political authority.The views expressed are the personal opinions of the author. They do not represent the position of the U.S. Army Center of Military History, or any other agency of the federal government.
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 | 0.002 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.017 | 0.006 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".