Bibliographic record
Abstract
The geography of Palestine is largely an invented one. This article briefly traces the elements of invention over the millennia, from the development of monotheisms out of pre-existing pagan religions to the arbitrary allocation of holy sites in the 4th century CE, then moves on to the crucial junction in the 19th century and the rise of sacred geography that accompanied renewed Western incursions into the region. It argues that religiosity and colonization are interconnected and that 19th-century fundamentalist topography laid the foundation for the later practices of the Zionist project. Information about Palestine and its people is plagued by a set of complexes, past and present, coincidentally forming the letters P-I-R-A-N-A, whereby the religion is exploited for political ends, the people of Palestine are made invisible or subjected to demonizing tropes, and the landscape and culture are appropriated. A constructed geography has been made real by concretizing the imagined and creating a la...
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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".