Real-Time Optical Tracking for Store Separation Testing in Wind Tunnel
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Bibliographic record
Abstract
This paper documents a new optical real-time tracking system used in the National Research Council Canada (NRC) 1.5 m Trisonic Wind Tunnel. The new system, based on the Optitrack developed by Natural Point, was implemented in LabVIEW. It was fully integrated with the wind tunnel environment and commissioned during a wind tunnel entry in 2019. The accuracy of the tracking system was determined to be +/- 0.015 inches in steady conditions and +/-0.030 inches (2) with an object moving at up to 1.5 inches per second. The angular accuracy varied between +/-0.7° in roll and +/-0.1° (2) in pitch and yaw.
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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 | 0.000 |
| 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