Bibliographic record
Abstract
Abstract Indigenous anthropology is an emergent praxis of Indigenous knowledge production that can be vaguely translated and tentatively identified as approximating anthropological enquiry in the Western sense of the social science. The decolonizing practices by Indigenous scholars have outlined contours of critical Indigenous praxis that seek to liberate Indigenous communities from colonial and settler hegemonies of knowledge production, dissemination of knowledges, and the ongoing constraints colonial systems of systemic racism have imposed on Indigenous peoples as a global phenomenon. The growing call for a world anthropology inadvertently imposes an uncritical ventriloquism on Indigenous peoples who are attempting to contribute to the discipline of anthropology from the situated perspectives of diverse Indigenous communities. The UN Declaration on the Rights of Indigenous Peoples (UNDRIP) provided a catalyzing moment for a global Indigeneity that brings the diverse experiences together for mutual consultation and strategic planning. Indigeneity as a global phenomenon also creates the potential for the discipline of anthropology to shed its colonial roots and consider the prospects for a vibrant anthropology that truly reflects a shared human experience and does not privilege one knowledge over another.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.037 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.056 | 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; both teacher heads agree on what is shown here.
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".