The Clash of Historical Analogies and Their Influence on Decision-Making: The Case of Iraqi Reconstruction Under George W. Bush
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
Contrary to the conventional wisdom in the literature on United States foreign policy, there was no consensus within the George W. Bush Administration on the parallel between the reconstruction of Iraq and that of post-Second World War Germany and Japan. Systematic analysis of available sources shows that the decision-makers drew a large number of different historical analogies—73 in all. This analysis takes a fresh look at the use of analogies regarding Iraqi reconstruction. We divide the period of April 2003 to June 2008 into four phases, in each of which a different analogy predominates—Afghanistan, Germany and Japan, the Cold War, and Vietnam. Analysis of the analogies embraced by five distinct groups within the Administration’s decision-making team—nationalist hawks, neoconservatives, administrators of Iraq, realist internationalists and the president—clarifies the affinities and tensions amongst them.
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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 | 0.001 | 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 it