Geophysical investigation of a Middle Holocene archaeological site along the Yukon River, Alaska
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
A geophysical investigation of an archaeological site in Yukon-Charley Rivers National Preserve, Alaska, was conducted in 2014 by an interdisciplinary team consisting of researchers from Cornell University, Bucknell University, Central Washington University, and the U. S. National Park Service. The site is known for a historic cabin, Slaven's Roadhouse, which was constructed on a deep, stratified river terrace. This landform was previously found to contain archaeological materials that are at least 4000 years old. The geophysical study, which included a combination of ground-penetrating radar, magnetic, electromagnetic, and electrical methods, revealed details of the depositional context and potential archaeological features of likely Middle Holocene origin, the age of which is supported by radiocarbon dates of charcoal found in association with some of the detected anomalies.
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 | 0.000 | 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 | 0.000 | 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