Indigenous Sovereignty and Political Science: Building an Indigenous Politics Subfield
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
Scholarship from the nascent subfield of Indigenous politics illuminates an enduring tension between Indigenous politics and political science. Settler colonialism continues to configure the contemporary politics of the United States, Canada, New Zealand, and Australia in profound ways that political science has been slow to grapple with. In a related concern, political science has little ability to engage in Indigenous knowledge production. This article reviews the structural exclusion of Indigenous knowledge despite increased inclusion of Indigenous scholarship and argues that Indigenous understandings of settler colonialism, sovereignty, and authority hold the potential to reconfigure political science's approach to Indigenous politics in research and teaching. This reconfiguration will not only impact the development of the Indigenous politics subfield but also expand the analytic potential of political science more broadly.
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 | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.007 | 0.007 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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