KIRCHGÄSSNER, Bernhard, SCHOLZ, Günter, Stadt und Krieg (25. Arbeitstagung in Böblingen 1986)
Bibliographic record
Abstract
Le Südwestdeutscher Arbeitskreis für Stadtgeschichtsforschung (« Cercle de travail d'Allemagne du Sud-Ouest pour la recherche historique urbaine »), fondé par Erich Maschke et Jürgen Sydow, oeuvre depuis 1962 dans le domaine de l'histoire urbaine, du Moyen Age à nos jours.Sans exclure l'Allemagne du Nord, il s'est toutefois plus fortement penché sur le Sud-Ouest allemand, ce qui correspond d'ailleurs à la répartition du réseau urbain tant médiéval que contemporain, très dense dans le Sud-Ouest allemand.Depuis l'origine, l'Arbeitskreis organise des congrès annuels thématiques, dont les actes sont publiés (avec les discussions regroupées en fin de volume) depuis 1977 dans la collection « Stadt in der Geschichte », dont les derniers volumes sont ici présentés (ci-dessous ou, en fonction de leur thématique, associés à d'autres ouvrages présentés dans ce Bulletin).
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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) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.007 | 0.009 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.005 | 0.003 |
| Insufficient payload (model declined to judge) | 0.030 | 0.016 |
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".