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 transversal politics in Indigenous movements in the Americas and beyond has been proliferating in multiple political forms. Ranging from international governmental organizations to extrastatist Indigenous networks, Indigenous struggles have energized historical transversality as a viable political universe. This universe works syncretically within the ambit of the traditional statist diplomatic regime but is neither subsumed within nor eclipsed by it. Following Michel Foucault on heterotopias, this chapter argues the Indigenous universe exists and works side by side, under and above, in and through the prevailing statist regime yet it preserves a certain transformative, even transgressive, autonomy. In the process, this universe introduces indigeneity as an agent of the political, productive of novel communicative horizons. The chapter regards Indigenous experiences in modernity as experiences of not simply massive political and economic devastation and cultural displacement, but also centuries-long refusal to be “absorbed” by modernity’s nationalizing and territorializing relations and institutions anchored in the modern state. Among these are traditional ontologies as political regimes that communicate the statist form while excommunicating indigeneity, among others, from the field of political praxis. With this dynamic in mind, a la Armand Mattelart, the chapter begins to examine Indigenous practices that are mobilized (a) to circumvent their excommunication from the political and (b) to communicate indigeneity into global politics as a different ontology of political being and becoming.
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 | 0.001 | 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 | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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