Al-Qaeda’s Strategic Gamble: The Sociology of Suicide Bombings in Iraq
Bibliographic record
Abstract
The article analyzes the suicide campaign conducted by the Iraqi insurgency since the 2003 US-led invasion. It offers a theoretical framework to identify the factors that explain why only certain armed organizations – in particular Al-Qaeda and its allies – have mounted a terrorist campaign and indiscriminately targeted civilians, in particular the Shiite population instead of the occupying forces, by perpetrating suicide attacks instead of using other tactics. This issue certainly requires identifying a complex set of preconditions for organizing a terrorist campaign, namely the Sunni extremists’ common capacity for exploiting contingent political and social opportunities after the overthrow of Saddam Hussein. However, in accounting for the specificities of Al-Qaeda’s suicide terrorism campaign this paper explores three crucial elements: the anti-systemic stand of Al-Qaeda and its allies with respect to the new political regime determined by the Anglo-American occupation; the highly asymmetric nature of the fighting between Al-Qaeda and the occupying forces, combined with Al-Qaeda’s vigilantism against the Shiites; and, finally, the efficacy of suicide attacks in terms of their military, emotional, and symbolic impacts. Keywords: Asymmetric Warfare; Instrumental Rationality; Insurgency; Pan-Islamic Nationalism; Political Opportunities; Terrorism; Suicide Attacks; Vigilantism.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.032 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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".