Völur and Seiðr: How Pre-Christian Shamanistic Practices Gave Viking-Age Women Agency
Bibliographic record
Abstract
The Viking-Age was a patriarchal time when men dominated the social and political world. However, due to the shamanistic practice of seiðr, women of this time had access to unique roles as spiritual leaders. This essay discusses the impact seiðr had on Viking-Age women’s agency and self-empowerment. Seiðr has close ties to textile arts, with seiðr rituals taking influence from repetitive spinning and weaving circles. The relationship between seiðr and textile art is seen throughout Norse mythology, and women who practice seiðr (called völur) are agential characters throughout many Icelandic sagas, most notably Thorbjörg from Eirik the Red’s Saga and Gunnhildr in Njal’s Saga. The rise of Christianity in Scandinavia and its subsequent anti-witchcraft laws soon led to the dissipation of seiðr.
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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 | 0.002 | 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 | 0.015 | 0.027 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".