Allocating the Cost of Town Walls in Medieval Castile: A Rabbinic Analysis
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT This study analyzes the normative criteria proposed by Rabbi Meir Halevi Abulafia (Ramah) for allocating the cost of building urban fortifications among Jewish aljamas in medieval Castile. Using textual and historical-interpretive analyses of rabbinic sources, this paper maintains that Ramah’s extensive cost allocation analysis of town walls was driven by historical events surrounding the Reconquista. The paper finds that Ramah’s geometric cost allocation scheme is consistent with both Talmudic and economic efficiency reasoning. Because the Talmudic letter of the law conflicted with equity considerations, the Ramah was forced to do an “about face” and rationalize a more equitable approach, if only by reference to less-than-ideal Talmudic sources. This study contributes to the historical accounting literature by showing that cost allocation in medieval Spain was justified both on efficiency and equity grounds—albeit moderated by historical exigencies—in consonance with some of the modern cost allocation literature.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it