An Even Better Creation: The Role of Adam and Eve in Shilhringi Narratives about Fatimah al-Zahra
Bibliographic record
Abstract
This article explores how the Adamic narratives of the Qurʾan and the later hagiographical and theological traditions serve as a theological fulcrum through which Fatimah al-Zahra's roles establish a connection between the tripartite realms of pre-Creation, the earthly world, and the Day of Judgment. Fatimah represents the exoteric tradition of prophecy in which her father Muhammad is the seal of the prophets (khatim al-nubuwwa), and the esoteric knowledge and spirituality of the Imamate is manifested through her role as Mother of the Imamate (umm al-aʾimma). Fatimah's presence, whether physically or implicitly in the religious imagination, can be discerned through a close reading of several different aspects of traditions and exegesis of the story of Adam's creation and the rational knowledge given to him by God, as well as Eve's transgression and physical punishment.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.013 | 0.021 |
| Scholarly communication | 0.005 | 0.007 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.002 | 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".