Bibliographic record
Abstract
A new addition to the Culture and Customs of Native Peoples in America series, this book examines the traditions and contemporary culture of the Sioux Indians. The Sioux are a Native American people who live in reservations and communities within Minnesota, Montana, Nebraska, North and South Dakota, and Wisconsin, as well as certain provinces in Canada. According to U.S. Census Report data, over 150,000 individuals identify themselves as Sioux—more than any other tribe besides Cherokee, Navajo, Latin American Indian, and Chocktaw. Culture and Customs of the Sioux Indians reveals the details of the Sioux' past, such as wars and conflicts, historical tools, technology, and traditional housing. It also provides a comprehensive examination of the Sioux in the modern world, covering topics such as religion, education, social customs, gender roles, rites of passage, lifestyle, cuisine, arts, music, and much more. Readers will discover how the Sioux today merge traditional customs that have survived their tumultuous history with contemporary culture.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".