Jivaro Tsantsas or Shrunken Head
Bibliographic record
Abstract
Forensic scientists sometimes apply knowledge and modern techniques to various historical challenges. Reported here is an unusual expertise of a shrunken head authenticity evaluation. Tsantsas, or shrunken head, are an ancient traditional technique of the Jivaro Indians from Northern Peru and Southern Ecuador. Tsantsas were made from enemies' heads cut on the battlefield. Then, during spiritual ceremonies, enemies' heads were carefully reduced through boiling and heating, in the attempt to lock the enemy's spirit and protect the killers from spiritual revenge. However, forgers have made fake tsantsas out of sloth heads, selling them as curios to international travelers. Morphologic criteria can help in the distinction of forged and authentic tsantsas. Presence of sealed eyelids, pierced lips with strings sealing the mouth, shiny black skin, a posterior sewn incision, long glossy black hair, and lateral head compression are characteristic of authentic tsantsas. On the other hand, fake tsantsas usually present few or none of those criteria. To establish authenticity of the shrunken head, we used all of the above-mentioned morphologic criteria along with microscopic hair examination and DNA analysis.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".