Dispossession by municipalization: Property, pipelines, and divisions of power in settler colonial 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
In Canada, Indigenous activists and scholars critique municipalization as a threefold process that subverts Indigenous authority to the state, then delegates forms of state authority to Indigenous peoples, and concludes by asserting that delegated authority satisfies the terms of Indigenous self-determination. This article centers municipalization in two steps that connect it to how Canada divides power regarding foreign and domestic affairs. The first examines the history of municipalization and its evolution alongside changes in Canadian federalism. The second examines dispossession by municipalization to show how state divisions of power facilitate extraction of value from land. It uses a case where the federal government considered creating new, privatized reserves of Indigenous land explicitly to facilitate oil pipelines. Together, these support an argument that municipalization is not only a powerful language of critique, but critical to understanding the on-going production of settler colonial space.
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 | 0.002 | 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