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
(Abstract) This paper proposes a systematic approach to establish the 6-DOF nonlinear dynamic model for airships. The flight mechanics, aerostatics and complete aerodynamic effects are incorporated into the model. A simulation program is developed from the dynamic model and applied to analyze the control responses of the Skyship-500 airship. A comparison between the simulation and flight test results for different control inputs shows that the dynamic simulation can give a reasonable estimation of the flight behavior. Nomenclature b = fin semi span f c c, = airfoil chord and flap chord 0 0 , dF dH C C = zero-angle axial drag coefficients of the hull and the fins, respectively M L D C C C , , = drag, lift and pitching moment coefficients α α l L C C , = 3-D and 2-D lift curve slopes of the fins α p C ∆ = ( ) α ∂ ∆ ∂ p C , where p C ∆ is the pressure coefficient of the airfoil AS G F F , = force vectors due to gravity and aerostatics, respectively ( ) zF yF NF F F F ,
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