Bibliographic record
Abstract
In August of 2002 in Kananskis, Alberta, Canada a group of Indigenous Educators in higher education came together to give form to a new organization called WINHEC. WINHEC stands for the World Indigenous Nations Higher Consortium. The WINHEC meeting in Canada was held in the midst of the World Indigenous Peoples Conference on and was the culmination of work and discussions that had been going on for almost ten years. To the participants who represented indigenous peoples from Alaska, Australia, Canada, Hawi'i, New Zealand, Sami land and mainland USA, it seemed that the time was right for this kind of group to come together to provide an international forum and support for Indigenous Peoples to pursue common goals through higher education. This group developed a Declaration on Indigenous Peoples Higher Education now commonly referred to as the WINHEC Charter. it outlines the vision, purpose and goals of WINHEC and was signed on a beutiful evening on AUgust the 5th 2002, upon Mother Earth, amid celebration and song.
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.
How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".