Bibliographic record
Abstract
Abstract Indigenous people have been subject to policies that disproportionately incarcerate them since the genesis of colonization of their lands. Incarceration is one node of a field of colonial oppression for Indigenous people. Colonial practices have sought to reduce Indigenous people to “bare life,” to use Agamben’s term, where their humanity is denied the basic rights and expression in the pursuit of sovereign extinguishment. Across the settler colonies of Australia, Aotearoa/New Zealand, Canada, and the United States, the colonial drive to conquer land and eliminate Indigenous peoples has left deep scars on Indigenous communities and compromised bonds to kin, culture, and country. Indigenous people have been made refugees in their own countries. Contemporary manifestations of penal incarceration for Indigenous people are a continuation of colonial strategies rather than a distinct phase. The concept of “hyperincarceration” draws attention to the problem of incarceration and its discriminatory targets. It also turns our attention to the turnstile of incarceration in Western postmodernity. However, the prison is but one form of exclusion for Indigenous people in a constellation of eliminatory and assimilatory practices, policies, and regimes imposed by colonial governance. Rather than overemphasizing the prison, there needs to be a broader conceptualization of colonial governance through “the camp,” again in the words of Agamben. The colonial institutionalization of Indigenous people, including in out-of-home care, psychiatric care, and corrective programs, is akin to a camp where Indigenous people are relegated to the margins of society. We eschew a narrow notion of hyperincarceration and instead posit a structural analysis of colonial relations underpinning the camp.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".