Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The major source of knowledge of French miracle plays is the Cangé manuscript, which features forty Miracles de Nostre Dame par personnages. All the plays in the manuscript are arranged in chronological order from 1339 to 1382. They were written and produced for the St. Eloy chapter of the gold and silversmiths guild of Paris and performed at the guild’s annual assembly on or around St. Eloy’s Day (December 1). This address analyses a cluster of seven plays composed for performance between 1368 and 1379. All seven plays place the conflict between saints and sinners on the medieval stage by juxtaposing a falsely accused heroine with an antagonist whose deeds reveal the Seven Deadly Sins. Central to each of the plays is the miraculous intervention of the Virgin Mary, to whom the innocent woman prays for deliverance from her tormentors. Mary’s descent and presence on stage dramatically demonstrate her role as intercessor in the struggle between good and evil.
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.
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 | 0.000 | 0.000 |
| 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 it