Wikipetcia Atikamekw Nehiromowin: Wikipedia in Indigenous Languages
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
This presentation is to present the "Atikamekw Project" led in Canada with the Atikamekw First Nation to create the Wikipetcia Atikamekw Nehiromowin, the Wikipedia in Atikamekw language, as well as improving the presence of the Atikamekw knowledge, culture and language on Wikimedia projects by uploading photographs, archives, and videos on Wikimedia Commons, using Lingua Libre to add Atikamekw words in the Wiktionaries, etc. This project is led by the Atikamekw community with the support of Wikimedia Canada. The Metapeckeka WikiClub, the WikiClub of the Atikamekw Community of Manawan, is one of the most active WikiClubs in Canada despite being in a remote location and having a small population. We will share how Wikimedia Canada is supporting the project to empower the Atikamekw community in creating and growing the Wikipedia in their language.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.002 | 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