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
Pour la presente etude, les archives de la periode historique entre 1786 a 1851 furent analysees afin d'obtenir un apercu sur les guerriers, Warriors de Kanehsata: ke, qui ont participe aux conflits de la guerre de 1812 a 1814, etant donne que la plupart des historiens les ont precedemment associes a des milices de Caughnawaga. En 1812, la population of Iroquoise consistait principalement de: -3800 Iroquois de New-York et Pennsylvanie -1925 de Grande Riviere -240 de Tyendinaga -3375 de Kahnawake, Kanesatake et Akwesasne -550 Mingos, Sandusky, Senecas. Evidemment, non seulement des Mohawks ont pris part a la milice associee a la Couronne britannique contre les Etats-Unis dans le Bas-Canada, mais de nombreuses autres Premieres nations y ont participe, comme les Algonquins d'Ottawa et de St-Maurice, ainsi que les Abenaquis de Saint-Francoisdu-Lac et de Becancour. Ils furent encadres par une centaine d'agents au service du Canada qui ont agi comme agents, et interprete.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.008 | 0.009 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 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