Bibliographic record
Abstract
Abstract The eruv is perhaps the most creative, confounding, and contested spatial construct in Judaism. Territorially, it demarcates the urban space within which prohibitions otherwise attached to Sabbath observance for Orthodox Jews become permitted. While virtually imperceptible to the human eye, eruvin (pl.) sanctify what would otherwise be sacrilegious. An eruv thus creates permissive religious space for Jews on Sabbath. Hundreds of cities worldwide, including urban areas across North America, are home to an eruv. Notwithstanding their prevalence and undetectable physical imprint on urban landscapes, the establishment of eruvin has unleashed intense hostility and resistance in some locales. Opposition has typically been mounted by a surprisingly mixed array of critics including non-Jews, non-Orthodox Jews, and dissenting Orthodox Jews. The eruv highlights, in compelling fashion, the spatial challenges of navigating faith, ritual, secularism, and pluralism in contemporary American cities. Seemingly ethereal religious beliefs can occasion radically different perceptions of public space.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.007 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.002 |
| 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".