Michael Embach, Martina Wallner, Conspectus der Handschriften Hildegards von Bingen
Bibliographic record
Abstract
Michael Embach, qui dirige actuellement la Stadtbibliothek et le Staatsarchiv de Trèves, s’est signalé depuis plus d’une dizaine d’années comme le grand spécialiste de la réception des œuvres de Hildegarde de Bingen (1098-1179) au Moyen Âge et à l’époque moderne. Depuis son habilitation intitulée Die Schriften Hildegards von Bingen. Studien zu ihrer Überlieferung und Rezeption im Mittelalter und in der frühen Neuzeit (Berlin, Akademie Verlag), il n’a cessé de contribuer à une meilleure connai...
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.012 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".