A chronology of Late‐Pleistocene permafrost events in southern New Jersey, Eastern USA
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
Abstract Frost fissures, filled with wind‐abraded sand and mineral soil, and numerous small‐scale non‐diastrophic deformations, occur in the near‐surface sediments of the Pine Barrens of southern New Jersey. The fissures are the result of thermal‐contraction cracking and indicate the previous existence of either permafrost or seasonally‐frozen ground. The deformations reflect thermokarst activity that occurred when permafrost degraded, icy layers melted and density‐controlled mass displacements occurred in water‐saturated sediments. Slopes and surficial materials of the area reflect these cold‐climate conditions. Optically‐stimulated luminescence permits construction of a tentative Late‐Pleistocene permafrost chronology. This indicates Illinoian, Early‐Wisconsinan and Late‐Wisconsinan episodes of permafrost and/or deep seasonal frost and a Middle‐Wisconsinan thermokarst event. Copyright © 2007 John Wiley & Sons, Ltd.
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) | 0.003 | 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