Land, land banks and land back: Accounting, social reproduction and Indigenous resurgence
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
This paper situates Indigenous social reproduction as a duality; as both a site of primitive accumulation and as a critical, resurgent, land-based practice. Drawing on three distinct cases from British Columbia, Canada, Aotearoa New Zealand and Bua, Fiji, we illustrate how accounting techniques can be a key mechanism with which Indigenous modes of life are brought to the market and are often foundational to the establishment of markets. We argue that accounting practices operate at the vanguard of primitive accumulation by extracting once invaluable outsides (e.g. Indigenous land and bodies) and rendering these either valuable or valueless for the social reproduction of settler society. The commodification of Indigenous social reproduction sustains the conditions that enable capitalism to flourish through primitive accumulation. However, we privilege Indigenous agency, resistance and resurgence in our analysis to illustrate that these techniques of commodification through accounting are not inevitable. They are resisted or wielded towards Indigenous alternatives at every point.
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 | 0.000 |
| 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