ASCH, Ronald G., ARNDT, Johannes, SCHNETTGER, Matthias, Die frühneuzeitliche Monarchie und ihr Erbe. Festschrift für Heinz Duchhardt zum 60. Geburtstag
Bibliographic record
Abstract
Être un historien reconnu présente un inconvénient : nul ne peut ignorer votre âge. Heinz Duchhardt a eu soixante ans et ses collègues et élèves lui ont fait l’hommage de ce volume reflètant les domaines de recherche du directeur de l’institut d’histoire européenne de Mayence (présentation dans BullMHFA, 39, 2003, p. 141-147). Auteur de synthèses remarquées sur l’histoire moderne allemande (voir BullMHFA, 19, 1989, p. 153 et 22, 1991, p. 221-222), il a également travaillé sur l’histoire de la...
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 0.025 |
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".