Temporal fluctuations of microseismic noise in Yellowstone's Upper Geyser Basin from a continuous gravity observation
Bibliographic record
Abstract
We find geodetically detectable events of significantly elevated microseismic noise in an eight day Scintrex CG‐3M continuous relative gravity occupation in the southern Upper Geyser Basin of the Yellowstone caldera. The noise is recorded as large excursions in the gravity data, with frequencies between 0.033 and 0.5 Hz, and durations of up to one hour. These microseismic excursions, with gravity root mean square [RMS] amplitudes of ∼50 to 350 μGal, are up to an order of magnitude larger than the observed background levels of noise. The noise is also recorded as elevated variability in the gravity RMS time‐series, with frequencies >0.033 Hz. We suggest that these periods of elevated and variable microseismicity reflect active hydrothermal processes in the geyser basin not captured previously.
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How this classification was reachedexpand
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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".