The Life and Death of Kwäday Dän Ts’ìnchí, an Ancient Frozen Body from British Columbia: Clues from Remains of Plants and Animals
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The body of a prehistoric Aboriginal man (Kwaday Dan Ts’inchi, Long Ago Person Found) was recovered in 1999 from a melting glacier in northwestern British Columbia. The frozen man was lying at 1,600 metres above sea level and about fifty kilometres from the Chilkat River estuary in southeastern Alaska. Archaeobotanical studies, ethnobotanical research, and forensic palynology have been carried out to address the following questions: What had he been doing there? Where had he come from? What was his lifestyle and diet? Was his death related to sudden climate change at the start of the Little Ice Age? We can now answer some of these questions partially or completely, and point towards the start of his last journey in a salt marsh on the coast of southeastern Alaska.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| 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 it