SPICULE: Ka-Band Probe Radar (KPR) profile data. Version 1.0
Bibliographic record
Abstract
Ka-Band Probe Radar (KPR) measurements of reflectivity, spectral width, and velocity in fixed height 15m bins above msl using a ProSensing 35.6 GHz Ka-band probe radar. No corrections were done to remove ground reflections or other bad data, except for masking out the first 91 meters above and below the aircraft. The approximate height of each radar bin was estimated from the original bin range and the altitude and orientation of the aircraft. The velocity values were not adjusted for the movement nor orientation of the aircraft. The sign of the downward pointing radar velocities was flipped so that positive always refers to up and negative to down with respect to the orientation of the plane. Latitude, longitude, pitch, roll, airspeed, and altitude are also included from the onboard instruments, documented separately https://doi.org/10.26023/GENG-Q8WN-TB13.
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.
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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.015 |
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; both teacher heads agree on what is shown here.
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".