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
The Wehrmacht established Frontstalag 133 on July 20, 1940, and disbanded it on August 16, 1944. It received several different field post numbers (Feldpostnummer): 32 312, assigned between April 28 and September 19, 1940, struck between March 1 and September 7, 1942; 18 129 D, assigned between January 10 and September 29, 1943, struck on December 28, 1944; 11 750 Z, assigned between January 10 and September 26, 1943, struck on January 30, 1945; and 64 674, assigned on December 4, 1944. Frontstalag 133 was one of eight prisoner of war (POW) camps in France that existed until the end of the German occupation. Headquartered initially in the city of Rennes (map 1), an important traffic junction on the eastern side of Brittany, Frontstalag 133 absorbed all other camps from Normandy to the lower Loire valley, including Frontstalags 132 (Laval), one part of 135 (Quimper), 181 (Saumur), and 232 (Savenay), before April 1942. After this consolidation process, Frontstalag 133 was the largest c...
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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.501 | 0.006 |
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