Iraq: Regional Perspectives and U.S. Policy [January 12, 2007]
Bibliographic record
Abstract
Iraq's neighbors have influenced events in Iraq since the fall of the Saddam Hussein regime in 2003, and developments in Iraq have had political, economic, and security implications for Iraq's neighbors and the broader Middle East.Ongoing insurgency and sectarian violence in Iraq and discussion of options for modifying U.S. policy toward Iraq are fueling intense consideration of Iraq's future and the current and potential policies of Iraq's neighbors.Policymakers and observers are considering a number of different "Iraq scenarios," ranging from the resolution of outstanding Iraqi political disputes and the successful consolidation of Iraq's government and security forces, to greater escalation of sectarian violence into nationwide civil war and the potential for greater intervention by Iraq's neighbors.Understanding regional perspectives on Iraq and the potential nature and likelihood of regional responses to various scenarios will be essential for Members of the 110th Congress as they consider proposed changes to U.S. policy, including the recommendations of the Iraq Study Group (ISG), new Administration initiatives, and annual appropriations and authorization legislation.Proposals for more robust U.S. diplomatic engagement with Iraq's neighbors, including currently problematic parties such as Iran and Syria, may be of particular interest to Members during the first session of the 110 th Congress: the Iraq Study Group report asserted that Iraqis will not be able to achieve security and national reconciliation goals necessary to prevent a wider conflict without regional and international support.Press reports suggest that the Administration plans to strengthen security cooperation with some of Iraq's neighbors and that new arms sales and security assistance authorization and appropriations requests may be
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How this classification was reachedexpand
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".