Bibliographic record
Abstract
ABSTRACT In her late thirteenth-century dialogue, the Mirror of Simple Souls, Marguerite Porete reframes the origin and the function of penitential practice by drawing on conceptions that associate Mary Magdalene with original sin and personal salvation. With the cult of the Magdalen flourishing in the Low Countries and across Europe, Porete adopted the saint to concretize her doctrine of the annihilated soul. This article argues that the saintly sinner's conversion is no longer defined through chastity, contrition, and the performance of works of goodness in the Mirror but, rather, through detachment, pure intention, and divine love. Furthermore, an analysis of “the consideration of the Magdalen” reveals that Porete's interpretation of the metaphor of tilling the earth presents a riposte to the exegetical tradition that considered Mary Magdalene a symbol of sin. As such, Porete recasts the contemplative and penitent Magdalen of popular culture into a model of the annihilated soul.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.026 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| 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".