Shamanism among the indigenous cultures of North America: Selected aspects of archaeological traces
Bibliographic record
Abstract
Certain forms of shamanism existed in many communities worldwide, including some of the indigenous cultures and tribes of North America, from the Arctic to the Gulf of Mexico and the desert areas of the Southwest, California, and northern Mexico. At least several American Indian and Inuit societies are known to have practised shamanism in bothpre-Columbian and other historical periods (even until very recent times). We can conclude this on the basis of various archaeological and ethnographic sources, including specific burials, interpreted as shamanic, as well as iconography of pottery and rock art imagery (paintings and petroglyphs) placed on rocks, boulders, and canyon walls, which offera profound insight into the beliefs of ancient societies. This article presents selected examples of archaeological evidence of shamanism in several cultures of the Eastern Woodlands and the Southwest of the pre-Columbian North America, with an emphasis on rock art depictions, and to some extent burials, the iconography of pottery, and other artefacts.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.007 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".