Charting Cultural Territory: Imagined Geographies and Water Politics in the Works of Mahmoud Darwish
Bibliographic record
Abstract
This article reads water imagery in Mahmoud Darwish’s poetry as an example of cultural and geographical reclamation that refuses the orientalist discourse that writes Palestinians out of their land. It posits that this Western discourse functions through Zionist environmental apartheid, a system of injustice meant to further dispossess Palestinians of their lands and land-based identities. Situating this analysis within the ongoing genocide in Gaza and the rise in accusations of antisemitism against Palestine advocates, the author argues that the riverscapes and seascapes imagined within Darwish’s hydropoetry humanize and personify Palestine’s Jordan River and Mediterranean Sea. Read this way, the slogan “from the river to the sea, Palestine will be free” encompasses the rediscovery and recharting of these water bodies as sites and beings of active resistance, thus enabling the creation of alternative Palestinian futures.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.015 | 0.049 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 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".