Middle atmosphere dynamical studies at Resolute Bay over a full representative year: Mean winds, tides, and special oscillations
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
Wind motions in the 80–98‐km altitude region above Resolute Bay, Nunavut, Canada (75°N, 95°W), are presented for a representative year. The measurements were made using an interferometric meteor radar during 1997, 1998, 1999, and 2000. Results presented include a comprehensive study of monthly mean winds, using all of the available data from these 4 years, as well as running tidal studies and power spectra over the time frame 1998–1999 and studies of special persistent oscillations which appear from time to time. All studies are accompanied with a detailed consideration of the effects of the spectral windows used. A superposed epoch analysis is used to investigate a dominant 15‐hour oscillation which appeared in November 1999, and evidence of period changes, associated with changes in resonance conditions, is demonstrated. Other periodic motions are also seen, especially at periods in the range 9–12 hours.
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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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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