Ontology and indigeneity: on the political ontology of heterogeneous assemblages
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
The first challenge faced by a project that seeks to bring concerns with ontology and indigeneity into a conversation is to sort out the various (and possibly divergent) projects that are being mobilized when the former term is used, not the least because what do we mean by ontology impinges upon how we can conceive indigeneity. In this article I play a counterpoint between two ‘ontological’ projects: one in geography, that foregrounds a reality conceived as an always-emergent assemblage of human and non-humans and troubles the politics that such assemblages imply. The other in ethnographic theory, that foregrounds that we are not only dealing with a shifting ontology, a (re)animated world, but also with multiple ontologies, a multiplicity of worlds animated in different ways. Thus, if the heterogeneity of always emerging assemblages troubles the political, the very heterogeneity of these heterogeneous assemblages troubles it even more. What kinds of politics and what kinds of knowledges does this troubling demand? I advance the notion of political ontology as a possible venue to explore this question.
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 | 0.000 | 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 | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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