Hebrew Poems for 'The Day of Shutting in' : Problems and Methods
Bibliographic record
Abstract
This essay looks at three versions of a piyyut by Isaac ha-Seniri, a thirteenth-century poet from Provence, for the "day of shutting in". The survival of a small number of liturgical hymns for the yom ha-hesger attests to the ritual stoning of the Jewish quarter or street during Holy Week, and the confinement of Jewish residents to their homes. Rather than treat the different recensions of ha-Seniri's text as defective renderings of a pure "original", this study claims that the variants illustrate what scholars of Provençal lyrics have called mouvance. This "movement" of the text in space and time reflects changing understandings of the poem, which in turn reflect changing historical conditions and perceptions of ritual violence.
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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 | 0.025 | 0.035 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.009 | 0.009 |
| Science and technology studies | 0.008 | 0.021 |
| Scholarly communication | 0.010 | 0.009 |
| Open science | 0.004 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.026 | 0.004 |
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".