MALINOWSKI, Stephan, Vom König zum Führer. Sozialer Niedergang und politische Radikalisierung im deutschen Adel zwischen Kaiserreich und NS-Staat
Bibliographic record
Abstract
La question du comportement des élites nobiliaires de l’Allemagne après 1918 est restée longtemps fragmentée, faisant ainsi de la noblesse le groupe social sans doute le plus méconnu sous la République de Weimar, faute d’une analyse d’ensemble. L’étude très fouillée et très audacieuse de S.M. est l’adaptation d’une thèse soutenue en 2002 à la Technische Universität de Berlin et s’intègre dans un projet de recherche dirigé par le Pr. Heinz Reif portant sur les mutations des élites à l’époque c...
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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 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 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 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".