Between Two Masters: Khuzestan, Southern Iraq, and Dualities of State Making in the Arab/Persian Gulf
Bibliographic record
Abstract
The south-west Iranian province of Khuzestan is commonly identified in the contemporary Middle East studies and policy literature as a historic front of tensions between Iran and Iraq, as well as a centre of antagonism between the Ahwazi Arab identity and the nominally Persian Islamic regime. However, although much scholarship exists on the historical development of the area and its inhabitants, conventional accounts have largely neglected to analyze its ambiguous and interactive role in the long-range process of Iranian and Iraqi state formation. This article examines the position of Khuzestan within these dual evolutionary trajectories by isolating several relevant factors, including state-building patterns, physical geography, boundary definition, tribal ethnography, and interstate conflict, and assesses their relative influence on past and present conditions in the neighbouring territories of south-west Iran and southern Iraq. Finally, it considers the role of Khuzestan in the reconfiguration of Iraqi...
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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 | 0.001 | 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 | 0.000 | 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 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".