Bibliographic record
Abstract
This study traces the figure of the Philistine, its symbolic afterlife, in general, and its transatlantic circulatory logics, in specific. It follows the figure's ruptures and passages since it first emerged in Late Egyptian as P-r-s-t (transliterated: Peleset) and later on in Hebrew as פלשתי (transliterated: P'lishti) to signify an ancient people dating back to the twelfth century BCE, bearing the anthropological traces of the inhabitants of historical Palestine, and the biblical adversaries of the Israelites in the Old Testament (ca. 450 BCE). The study also examines the modern theological appearance of the Philistine in enlightenment philosophy – set in motion by way of Matthew Arnold’s Culture and Anarchy, following the German Romantic tradition – which subsequently shaped the theological epistemological foundations of the modern secular world, with serious effects on the rise of twentieth-century humanism, its racial logics, and on the postmodern constructions of the Palestinian question.
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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 | 0.005 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.059 |
| Scholarly communication | 0.012 | 0.010 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".