Origins of Regime Change: “Ideapolitik” on the Long Road to Baghdad, 1993–2000
Bibliographic record
Abstract
How was the ouster of Saddam Hussein defined as the solution to America's Iraq problem? Current scholarship on the U.S. invasion of Iraq tends to focus on the post-9/11 road to war, promoting models of policy capture, intelligence manipulation, threat-inflation, or rhetorical coercion of Bush administration opponents. In this essay, I trace the “Ideapolitik” of regime change in the 1990s and show that Bush's post-9/11 rhetoric was firmly embedded in a preexisting foreign policy consensus defining Saddam Hussein as the “problem” and his overthrow as its “solution.” Drawing upon recent research in international relations and public policy, I show how the idea of regime change prevailed in redefining American strategy for Iraq. While the September 11, 2001 attacks had important effects on the Bush administration's willingness to use force, the basic idea that ousting Saddam Hussein would solve the Iraq problem was already embedded in elite discourse. Saddam Hussein's ouster was not simply the result of idiosyncratic or nefarious decision-making processes within the Bush administration, but was instead the realization of a social choice made by U.S. foreign policy elites well before George W. Bush came to power.
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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 | 0.003 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.011 | 0.020 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.009 | 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".