Indigenous Place-Thought and Agency Amongst Humans and Non Humans (First Woman and Sky Woman Go On a European World Tour!)
Bibliographic record
Abstract
This paper will examine how agency is circulated through human and non-human worlds in the creation and maintenance of society from an Indigenous point of view. Through processes of colonization, the corruption of essential categories of Indigenous conceptions of the world (the feminine and land) has led to a disconnect between how this agency is manifested in society. Through a comparison between the epistemological-ontological divide and an Indigenous conception of Place-Thought, this paper will argue that agency becomes exclusive to humans, thereby removing non-human agency out of what constitutes a society. It is in this limited space of human-only thought and agency that colonial tactics of violence against Indigenous territory and Indigenous women are most ripe. This is accomplished in part through mythologizing Indigenous origin stories and separating out communication, treaty-making, historical agreements that human beings held with the animal world, the sky world, the spirit world, etc. Thus, in order for colonialism to operationalize itself, it must attempt to make Indigenous peoples stand in disbelief of themselves and their histories. This paper will reaffirm this sacred connection between place, non-human and human in an effort to access the “pre-colonial mind”.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.007 | 0.024 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".