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
1914-1924 ET 1939-1952 : LE CANADA DANS LES DEUX GUERRES MONDIALES C’est une curieuse convention qui nous fait dater le début des deux grands conflits mondiaux du XX e siècle du jour des déclarations de guerre officielles, alors qu’on situe leur conclusion au moment de l’arrêt des combats, sans tenir compte des actes officiels qui mettront souvent plusieurs années ensuite avant de mettre véritablement fin à l’état de guerre entre les différents belligérants. Tous les pays ne rétabliront pas le même jour des relations pacifiques avec les anciens ennemis. Cette brève étude s’intéresse plus particulièrement au cas du Canada afin d’établir la chronologie de sa sortie des deux grands conflits mondiaux, qui montre que l’État canadien s’est en fait trouvé en guerre beaucoup plus longtemps qu’on ne le reconnaît généralement.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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