Bibliographic record
Abstract
In this essay, originally written in Arabic, historian Johnny Mansour revisits the dilapidated remains of one of Haifa’s once preeminent buildings, located in what used to be the historical old city inside the Ottoman walls. After its original occupants were forced out and had their property confiscated during the Nakba, the mansion, built by Mustafa Pasha al-Khalil, was first occupied by new Jewish immigrants to the state of Israel. But the new occupants were driven out by the Israeli authorities’ deliberate neglect of their living conditions in a crumbling old structure. The Pasha’s mansion was then appropriated as a liberal Zionist artistic project that turned part of the building into a theater venue, which is now defunct. Through the prism of a flânerie in the city’s old Arab quarter, Mansour retraces the richness of old Palestinian Haifa. He surmises that nothing will be left of it in ten years if it is not salvaged from the historical amnesia induced by Zionist occupation.
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 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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".