(U-Th)/He Dating of Single Zircon and Apatite Crystals -- A New Tool for Dating Terrestrial Impact Structures
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
TERRESTRIAL IMPACT STRUCTURES. M. C. van Soest, J-A. Wartho, B. D. Monteleone, K. V. Hodges, C. Koeberl, M. Schmieder, E. Buchner, J. G. Spray, R. K. Bezys and W. U. Reimold. School of Earth and Space Exploration, Arizona State University, PO Box 871404, Tempe, AZ 85287, (matthijs.vansoest@asu.edu, jo-anne.wartho@asu.edu), Department of Lithospheric Research, University of Vienna, Althanstrasse 14, A-1090 Vienna, Austria, Institut fur Planetologie, Universitat Stuttgart, Herdweg 51, D-70174 Stuttgart, Germany, Planetary and Space Science Centre, University of New Brunswick, Fredericton, New Brunswick E3B 5A3, Canada, Manitoba Industry, Economic Development and Mines, 360-1395 Ellice Ave, Winnipeg, R3T 2N2, Canada, Museum fur Naturkunde (Mineralogy), Leibniz-Institute at the Humboldt University Berlin, Invalidenstrasse 43, 10115 Berlin, Germany.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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