MINDERMANN, Arend, Urkundenbuch der Bischöfe und des Domkapitels von Verden, Bd. 1 : Von den Anfängen bis 1300 (Verdener Urkundenbuch, 1. Abteilung)
Bibliographic record
Abstract
L’évêché de Verden (Basse-Saxe) situé sur l’Aller, à quelques kilomètres de son confluent avec la Weser, est plus connu des historiens pour le massacre qui s’y tint en 782 lorsque, sur l’ordre de Charlemagne, 4 500 Saxons furent décapités, que pour ses chartes et diplômes. Pourtant, son chartrier n’est pas particulièrement pauvre, ce dont témoigne cette édition. Pour mener à bien son travail, l’éditeur a suivi le plan esquissé par Wilhelm von Hodenberg († 1861) au milieu du XIXe s., qui prév...
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.026 | 0.008 |
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".