Swathbuckler - Radar System and Signal Processing
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
Swathbuckler is a multinational initiative to research, build and test an extremely wide swath synthetic aperture radar imaging system. Contributions to the project came from AFRL Rome New York USA (high performance computer (HPC) implementation and Joint Battlespace Infosphere (JBI)), DSTL Malvern UK (high speed data capture and distribution processor (HSDCDP)), and DRDC Ottawa Canada (experimental radar testbed, signal processing algorithm design and test aircraft). This paper describes the Canadian contribution to the Swathbuckler experiment. Particular emphasis is placed on the architecture of the experimental airborne radar and the high-level design of the motion compensation and signal processing algorithms. Companion papers provide a complete Swathbuckler overview, details on the HSDCDP, details on the HPC implementation and the utilization of the JBI, and finally results from the flight tests in Ottawa.
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) | 0.000 | 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 it