The Fall and Deliverance of the Soul, Which Is Feminine
Bibliographic record
Abstract
Abstract work and translation: See entry 132. text: FEHNC; NHS 20, vol. 2 (B. Layton, 1989); J. M. Sevrin, L’exég`ese de l’âme, Bibliothe`que copte de Nag Hammadi (Quebec, 1983); Maddalena Scopello, L’exég`ese de l’âme: Nag Hammadi codex II, 6—introduction, traduction, et commentaire, NHS 25 (1985). Wise men of old gave the soul a feminine name. Indeed she is female in her nature as well. She even has her womb. As long as she was alone with the Father, she was virgin and in form androgynous. But when she fell down into a body and came to this life, then she fell into the hands of many robbers. And the wanton creatures passed her from one to another and [...] her. Some made use of her [by force], while others did so by seducing her with a gift. In short, they defiled her, and she [...] 128 virginity.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.008 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.031 | 0.009 |
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".