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
Ce contenu est une compilation d'articles de l'encyclopedie libre Wikipedia. Les actes de capitulation du Japon ont concretise la fin de la Deuxieme Guerre mondiale. Ils furent signes par des representants de l'Empire du Japon, des Etats-Unis, de la Republique de Chine, du Royaume-Uni, de l'Union des republiques socialistes sovietiques, de l'Australie, du Canada, du Gouvernement provisoire de la Republique francaise, du Royaume des Pays-Bas, et de la Nouvelle Zelande sur le pont de l'USS Missouri dans la baie de Tōkyō le 2 septembre 1945 et qui de ce fait mit fin a une guerre contre la Chine menee depuis 1931 en Chine du Nord et depuis 1937 dans le reste de la Chine, comme a la guerre du Pacifique liee a la Seconde Guerre mondiale.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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