Legion of French Volunteers Against Bolshevism
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Black stamp of a soldier and a tank. Information Provided by Michael D. Bulmash: A stamp commemorating the Legion of French Volunteers Against Bolshevism (Légion des Volontaires Français Contre le Bolchévisme). The Legion of French Volunteers Against Bolshevism was a collaborationist French militia founded July 8, 1941. It was officially known to the Germans as Infantry Regiment (Infanteriereregiment) 638. It had no formal link with the Vichy regime, even though it was recognized as an "association of public usefulness" by Pierre Laval's government in February 1943. Philippe Pétain, head of state of Vichy France, personally disapproved of Frenchmen wearing German uniforms. The Legion of French Volunteers Against Bolshevism volunteered to fight against the USSR on the Eastern Front.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it