Development of a Landing Drag Chute System for Very Light Jets
Bibliographic record
Abstract
The recent emergence and proliferation of very light jets will revolutionize the general and corporate aviation markets with new innovative technologies to reduce operational costs, increase efficiency and operational flight capabilities. These jets will be operating from smaller municipal airports with shorter runway lengths. To allow safer operations from shorter runways, light weight high performance landing brake parachute systems have been developed by the author for use in very light jets. This paper describes the design and development of a landing drag chute system for the all carbon fiber construction Viper Jet Mark II aircraft. Design principles and configuration are derived from pervious parachute systems fight qualified for high speed deployments on rockets flown to space and back, as well as design heritage of the Global Flyer jet Drag chute system flown nonstop around the world in 2005 and 2006 by Steve Fossett to set 3 new aviation world records. The design principles and concepts outlined in this paper can be adapted and modified for use in other very light jet aircraft currently on the market.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".