The political economy of state-formation in the Arab Middle East: Rentier states, economic reform, and democratization
Bibliographic record
Abstract
This article argues that rentier states stand in contrast to states that have to rely on domestic resource extraction. They display a particular path to state-formation that by and large defies the European path of state-formation: natural resource dependence (mainly oil dependence) has created weak states that are autonomous from societal demands and that do not rely on domestic taxation. State-formation has not been accompanied by political accountability, transparency, or what Charles Tilly has termed the ‘civilianisation of government’. In rentier states the expenditure side of public revenues is most clearly linked to a state-building agenda of creating societal peace and political acquiescence. On a theoretical level, this article offers a new reading of state-formation based on the form and the performance of the state. Focusing on a functional understanding of statehood, it thereby highlight where Arab states are strong (security function and in times of oil booms, welfare function) and where they are weak (representation function, and in times of fiscal crisis, welfare function).
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.007 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".