Publications des sociétés d'histoire et d'archéologie d'Alsace (années 2004-2005)
Bibliographic record
Abstract
Cercle d'histoire et d'archéologie d'Alsace du Nord L'Outre-Forêt n° 129 (I-2005) 4 A. IMHOFF (résumé en français par F. DREYFUERST), Deutschland, Frankreich und der Rhein in den vergangenen vierhundert Jahren ; J.-Cl.STREICHER, La frontière effilochée (1697-1704) ; R. ÜBEL (résumé en français par Ch.KRIEGER), Die Weissenburger Linien und Publications des sociétés d'histoire et d'archéologie d' Alsace (années 2004-2... Revue d'Alsace, 132 | 2006 1 die Queichlinien ; Cl.MULLER, Frontière et diplomatie : l'Outre-Forêt, le pas des baillis ?; Cl.MULLER, L'évêque de Spire et la monarchie française au XVIII e siècle ; G. VOLZ (résumé en français par B. WEIGEL), Die Südpfalz und das Elsass in der Zeit der französischen Revolution ; J.-Cl.STREICHER, La frontière de la Lauter en 1933 (Nazischrecken an der Lautergrenze) ; G. FORCHE, Frontière et route transfrontalière ; Ch.ZERAFA-
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.009 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.123 | 0.037 |
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".