Bibliographic record
Abstract
In 1649 the Wendat/Wyandot/Huron Confederacy was “destroyed” by their enemies the Iroquois—or so the story goes. Certainly, in textbooks and general histories of native North America this is the dominant narrative. Yet a quick Google search for “Wendat Confederacy” reveals several Web sites that attest to the Wendat people’s survival of their seventeenth-century dispersal, highlighting contemporary Wendat nations in Canada and the United States. One of these nations is the Wyandot nation of Kansas (WNK), composed of “absentee” or “citizen class” Wyandot (Wendat) Indians. They were incorporated in 1959 and are currently petitioning the U.S. Department of the Interior Bureau of Indian Affairs for federal recognition. Their official mandate is “dedicated to the preservation of Wyandot history and culture and the preservation, protection, restoration and maintenance of the Huron Indian Cemetery in Kansas City, Kansas.” One way that the WNK has tried to achieve those goals is through their development of a Web site.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".