15 mai 1940, le mercredi de La Horgne : de la mémoire à l’histoire. La campagne de mai-juin 1940 de la 3e Brigade de Spahis
Bibliographic record
Abstract
Le mercredi 15 mai 1940, dans le petit village ardennais de La Horgne à l’ouest de Sedan, les cavaliers de la 3e Brigade de Spahis (2e Régiment de Spahis Algériens de Tlemcen et 2e Régiment de Spahis Marocains de Marrakech) tentent d’arrêter une partie de la plus moderne Panzer-Division de la Wehrmacht. L’histoire commémorative a retenu que la 3e Brigade de Spahis aurait été tout simplement « anéantie » en une dizaine d’heures de combats, non sans avoir auparavant mis hors de combat un bon millier de soldats allemands. De son côté, l’histoire scientifique dénombre 50 Spahis et 31 soldats allemands tués. Plus de 76 ans après les faits, il est plus que temps d’en finir avec la légende du « massacre inutile de 700 Spahis chargeant à cheval les chars allemands à La Horgne ».
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.005 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".