TRADING SECRETS: CONSTRUCTIONS AND CONTEXTS OF TWO MIDDLE EASTERN JEWISH GUARDS IN THE EARLY PETAH TIKVA AGRICULTURAL COLONY
Bibliographic record
Abstract
Abstract Two Arabic-speaking Jewish guards worked in the European Jewish agricultural colony of Petah Tikva soon after its founding, northeast of Jaffa, in 1878: Daud abu Yusuf from Baghdad and Yaʿqub bin Maymun Zirmati, a Maghribi Jew from Jaffa. The two men, who worked as traders among Bedouin but were recruited for a short time by the colony, offer a rare glimpse of contacts between Ashkenazi and Middle Eastern Jews in rural Jewish colonies established in the last quarter of the 19th century, colonies that are often regarded as detached from their local and Ottoman landscape. The article first argues that Zionist sources constructed these two men as bridges to the East in their roles as teachers of Arabic and perceived sources of legitimization for the European Jewish settlement project. It then reads beyond the sparse details offered in Ashkenazi Zionist sources to resituate these men in their broad imperial and regional context and argue that, contrary to the local Zionist accounts, the colony was in fact likely to have been marginal to these men's commercial and personal lives.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.018 | 0.018 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".