Land, land banks and land back: Accounting, social reproduction and Indigenous resurgence
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.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.005 | 0.036 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".