Noack, Lothar, Splett, Jürgen, Bio-Bibliographien. Brandenburgische Gelehrte der Frühen Neuzeit. Mark Brandenburg mit Berlin-Cölln 1506-1640
Bibliographic record
Abstract
Cet ouvrage imposant est un recueil de 47 bio-bibliographies de lettrés ayant vécu dans la région du Brandebourg (plus précisément le margraviat de Brandebourg et la région de Berlin-Cölln) entre 1506 et 1640. Dans un bref avant-propos, les auteurs de l’ouvrage rappellent que la vie savante de cette aire géographique est marquée pendant la première modernité par la création d’institutions d’enseignement secondaire et supérieur (notamment l’université de Francfort sur l’Oder en 1506) et par 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.002 | 0.008 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.003 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.023 | 0.010 |
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".