INTRODUCTION—Reinvigorating Ancestral Practices: Honoring Land and Water Defenders, Indigenous Internationalisms, and Community Protocols
Bibliographic record
Abstract
For Indigenous peoples, boundaries on homelands and waterways often denote places for family, clan and/or community responsibilities regarding stewardship or protection and are not merely lines of exclusion on a map. In this essay I begin by reflecting on the teachings of the late master carver and artist TEMOSEṈŦET (Dr. Charles Elliott from Tsartlip First Nation) and discuss how his artistry embodies Indigenous internationalism and intimate relationships to W̱SÁNEĆ lands and waters. Indigenous internationalism is practiced through diplomacies, activism, trade relations, treaties, solidarities, and other forms of Indigenous international relations which precede the formation of states. In this essay I look at the deeper meaning behind the Cherokee word for nation, ayetli, and discuss how Indigenous internationalism and land/water defense are expressed through stories, activism, and everyday actions that renew relational responsibilities to lands, waters, and more-than-human kin
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.007 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".