Bibliographic record
Abstract
Theeffectofhigherharmonic flapmotion(actuatedatselectedstarttimests andamplitudesmax)onthedynamic- loadloopsofanoscillatingNACA0015wingwasinvestigated.At fixedts andmax,the2Por2=rev flapmotionledtoa significant alleviation of the nose-down pitching-moment coefficient Cm and the negative torsional damping, compared with a wing with and without 3P and 4P flap control. The 3P flap motion always provided an improved negativepeakCm,accompaniedbyaslightlyincreasedmaximumliftcoefficientCl;max andavirtuallyunchangednet torsional damping, regardless of ts, compared with 4P flap control. The results also show that the later the 2P flap actuation, the higher the net torsional damping and nose-down pitching moment. The 4P flap motion always rendered a reduced Cl;max, regardless of ts andmax.
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 | 0.000 | 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".