Ground-Penetrating Radar (GPR) Data from 41PT283 in Potter County, Texas
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
On June 16, 2016, a ground-penetrating radar (GPR) survey was conducted at an Antelope Creek site (41PT283) on the Bureau of Land Management's Cross Bar Management Area in Potter County, Texas. These data represent raw, unprocessed data collected along the X-axis of a 13m (X-axis) x14m (Y-axis) grid at 50cm intervals. This survey is linked to an existing grid from previous investigations at the site in 2007 and 2008. These data will serve as a comparative reference for additional GPR surveys in the area of the Canadian River basin, can be used as an educational dataset to teach GPR processing techniques, and is representative of one of the first GPR surveys at an archaeological site in the Texas panhandle. This dataset includes 29 transects and an illustrated grid. Many thanks to Ryan Howell, Adrian Escobar, and the Bureau of Land Management (BLM) for requisite permissions and access.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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