Joint Multi-Role Technology Demonstrator Fuselage Proof Test
Bibliographic record
Abstract
Sikorsky, Boeing, and the U.S. Army Aviation and Missile Research Development and Engineering Center are developing the most technically advanced Joint Multi-Role (JMR) rotorcraft designed to meet aggressive Future Vertical Lift requirements. The Sikorsky-Boeing team has designed and is currently fabricating the SB>1 DEFIANTTM Technology Demonstrator (TD) Aircraft to integrate and mature advanced technologies to demonstrate speed, maneuverability, and weight efficiency on a full-scale vertical lift platform. The JMR TD is currently being assembled to support upcoming flight testing. The JMR TD fuselage and empennage are light-weight, hybrid carbon/epoxy designs which were fabricated and successfully ground tested in the past year clearly demonstrating an ample safe envelope for flight test. Contained herein is a discussion of test load derivation, test details, load calibration for flight test, and test data correlation validating the JMR TD analysis and design.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.005 |
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".