How Capitalism Will Save Colonialism: The Privatization of Reserve Lands in Canada
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
Abstract This paper surveys the ways in which the First Nations Property Ownership Act (FNPOA) is the site of both tension and alliance between state, non‐state, and local Indigenous interests converging around a common agenda of land “modernization” in Canada. It is a convergence, I argue, that must be read in the context of a reorganization of society under neoliberalism. The FNPOA legislation is discursively framed to acknowledge Indigenous land rights while the bill simultaneously introduces contentious measures to individualize and municipalize the quasi‐communal land holding of reserves. The intersections of alliance around this land modernization project foreground the complex ways in which capitalism and colonialism, though inextricably tied, perform distinguishable economic processes, and how we must be attentive to the particulars of their co‐articulation with local formations of indigeneity.
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 | 0.001 | 0.000 |
| 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