Laß, Heiko, Hof und Medien im Spannungsfeld von dynastischer Tradition und politischer Innovation zwischen 1648 und 1714. Celle und die Residenzen im Heiligen Römischen Reich deutscher Nation
Bibliographic record
Abstract
Les treize articles rassemblés par H.L. – au nom du Bomann-Museum de Celle et du Rudolstädter Arbeitskreis zur Residenzkultur – dans cet ouvrage sont le résultat d’un colloque organisé en octobre 2006 par le Rudolstädter Arbeitskreis zur Residenzforschung au Residenzmuseum de Celle. Dans son message de bienvenue (p. 9-12), M. Müller rappelle l’importance de la connaissance de l’histoire des cours et des résidences princières, notamment en ce qui concerne les rapports entre le pouvoir, ses lie...
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.011 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| 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; 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".