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
305: Document titled “Paroles Françaises Paroles d’Espoir” with two images of men on the left side, blue and red border. 306: Document titled “MESSAGE DU MARÉCHAL PÉTAIN” in bold, blue print with image of Pétain in center. 307: Document titled “COLLABORATION”, with three frames of illustrations, final panel includes large question mark. 308: Document includes “Que deviant la FRANCE dans toute cette histoire?” underlined in top left corner, “MAURICE DELAUNAY” underlined at bottom of page. 309: Document titled “RESTE EN FRANCE!” at top of page, includes central image of ruins and three round images on right side. Information Provided by Michael D. Bulmash:Post-1940 Vichy propaganda supporting puppet French leader, Marshal Philippe Petain and his collaborationist Vichy French government: 2019.2.305: “Paroles Francaises Paroles d’Espoir”, a leaflet praising Petain and introducing Darlan, Weygand, Pierre laval, and other supporters 2019.2.306: a message from Petain to French veterans, essentially blaming the previous administration for French loss and promising revolutionary changes in governmental and social administration 2019.2.307: a flier headed “COLLABORATION” and showing what was hoped for France versus what characters intended to represent Jews are actually doing to destroy the process 2019.2.308: an advertisement for a pro-Petain Vichy publication 2019.2.309: two-sided flier showing American bomber destruction of French cities and satirically advising: “French workers! Do not go to Germany…wait here for the bombs of ‘your friends’ the Anglo-Americans”.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 0.124 |
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