MÜLLNER, Johannes, DIEFENBACHER, Michael, Die Annalen der Reichsstadt Nürnberg von 1623 von Johannes MÜLLNER, t. 3 : 1470-1544
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
Si la célèbre collection des Chroniken der deutschen Städte avait en 1862 commencé par l’édition exhaustive des chroniques nurembergeoises des XIVe-XVIe s., les limites chronologiques posées par Karl Hegel (le fils du philosophe) à son entreprise avaient eu pour conséquence de laisser de côté ce qui est non seulement par son ampleur mais également par sa qualité le monument historiographique nurembergeois le plus important : les Annales auxquelles Johannes Müllner, un officier municipal qui a...
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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) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.016 | 0.011 |
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