Hezbollah’s Unfettered Righteousness: The Pursuit of a Millennial Creed
Bibliographic record
Abstract
Hezbollah is a grassroots politico-military movement that derives its legitimacy from wali al-faqih, Iran’s supreme leader. Since its first public appearance in February 1985, Hezbollah has succeeded in transforming itself from a shadowy organization focused on instilling awe and shock in its perceived enemies into an institution with firm support from Lebanese Shi’ites. It is the Shi‘ites who supply Hezbollah with its foot soldiers and sanctions its military component within Lebanon’s divisive political system. This paper argues that Hezbollah is both a comprehensive movement (in the sense that it performs varied functions spanning military, political, and social spectra) and a totalitarian movement (to the extent that has re-socialized Lebanese Shi'ites to believe in its mission and commit themselves to it unquestioningly). The author traces the evolution of the social, religious, and political background of Hezbollah’s founders and incumbent leaders and pursues the linkages between Hezbollah and its Le...
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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 | 0.000 |
| Science and technology studies | 0.010 | 0.009 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| 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".