The Origins, Current Status, and Future Prospects of Blood Quantum as the Definition of Membership in The Navajo Nation
Bibliographic record
Abstract
In this article, the author discusses the origin of the Navajo Nation's blood requirement. Mr. Spruhan examines the intended purpose of the quarter-blood quantum definition and the role of the Bureau of Indian Affairs. He reviews the current status, regulation, and recent attempts to change the quarter-blood quantum requirement. He discusses the future of the quarter-blood quantum requirement with respect to the Navajo Nation Council's 2002 resolution known as the "Fundamental Laws of the Diné," a resolution mandating the application of traditional law, customary law, natural law, and common law to the Navajo Nation Government and its entities. In this regard, Mr. Spruhan inquires as to the impact the "Fundamental Laws of the Diné" will have on the quarter-blood quantum requirement and future membership 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 | 0.000 | 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 | 0.001 |
| 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 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".