Hunter-Gatherers’ Self-Governance: Untying the Traditional Authority of Chiefs from the Western Toba Civil Association
Bibliographic record
Abstract
The Integral Law for Aborigines (426/84) was the first legal instrument in Argentina systematically addressing indigenous peoples’ rights. It was modeled on the Paraguayan Law for Indigenous Communities (901/81). Both granted collective property rights. I discuss Article 9 of Decree 574/85 in Law 426, requiring that former hunter-gatherer bands would form civil associations, like those in the non-profit sector. The policymakers later amended the clause on governance inserting the authority of chiefs along that of democratically elected delegates. I describe the Western Toba’s journey to obtaining collective land title by introducing characteristics of traditional leadership, discussing local antecedents leading to the law, comparing it to the Paraguayan law, and analyzing the process through which the Toba complied with legal requirements.
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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 | 0.001 |
| 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 | 0.001 | 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 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".