The Evolution of the Niddah Practice from Ritual Hygiene to Biopower: A Study in Digital Ethnography
Bibliographic record
Abstract
The concept of purity exists in many cultures all over the world. This article investigates the idea of Jewish female purity – niddah. The word “purity” itself suggests its connotation to physical and ritual hygiene. This paper shows that even though the concept of “ritual purity” in Judaism might have started as an ancient form of hygiene, nowadays it functions as sexual restriction and biopower over Jewish women. Rabbinical sexual prohibitions have drastically transformed the initial practice in an effort to control female gendered behavior. Due to the sensitivity of the subject matter, this essay is written using the methodology of digital ethnography. The digital research was conducted in several Facebook groups of mainly English-speaking Orthodox women. The online research provides an insight into Jewish practices related to niddah, which are not traditionally spoken of freely and demonstrates how the contemporary concept of niddah affects women’s lives severely.
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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 | 0.001 |
| 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 | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".