Wind Tunnel Testing of a Wing Section for a Small UAV
Bibliographic record
Abstract
This paper presents an experimental study on the aerodynamic properties of the George airfoil designed for potential use on the CREATeV solar-powered, long-endurance uncrewed aerial vehicle (UAV). Wind tunnel tests were conducted in Toronto Metropolitan University’s low-speed wind tunnel to measure the lift and drag coefficients of the wing section between Chord-Reynolds numbers of 300,000 and 400,000 over a range of angles of attack, making use of wall-pressure reaction based lift measurement setup and an integrating wake rake for drag measurements. A different set of configurations were tested, including a series of trip tape configurations above and below the wing surfaces, as well as a flap configuration. The studies show that the experimental data had good agreement with Xfoil results, however, the benefits of tripping the flow are not sufficient to warrant the use of zig-zag trip tape.
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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 | 0.000 |
| 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 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".