A study of design improvements for a multi-tethered aerostat system /
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
The Large Adaptive Reflector is a Canadian design for a new radio telescope. The receiver is held at the focus of the reflector by an aerostat tethered to the ground by multiple tethers. One of the main goals in the design of this system is the minimization of the motion of the receiver. Most perturbations are produced by the action of the wind on the aerostat and transmitted to the confluence point via the leash that connects the aerostat to the receiver. For that reason, this work focused on leash-related stabilization techniques. Computer simulations were used to evaluate the benefits of different passive and active methods. Among the passive approaches studied were the use of a constant force spring and of a passive heave compensator. The active methods evaluated included aerostat pitch control and active heave compensation. One of the more promising approaches, a leash made of bungee cable, was evaluated experimentally on a prototype of the system in Penticton, BC. Finally, a pitch control mechanism was designed. This mechanism displaces the leash attachment point on the harness to pitch the aerostat nose up or down.
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