Properties analysis of novel composites for space robots
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
Basing on modeling analysis of kinematics and dynamics of the innovational spacecraft‐space robots, increasingly complex space operations require the advanced composites to have excellent mechanical properties at high frequency. The novel powdery nitrile butadiene rubbers (P‐NBRs) are performed to fabricate the P‐NBRs/cyanate esters (P‐NBRs/CE) and P‐NBRs/glass fiber/CE (P‐NBRs/GF/CE) composites. Results show that the flexural and impact strength of the P‐NBRs/CE composites are increased firstly, but decreased with the excessive addition of P‐NBRs. The heat resistant properties of the P‐NBRs/CE composites are decreased with the increasing addition of P‐NBRs. However, the mechanical properties of P‐NBRs/GF/CE composites are decreased with the increasing addition of P‐NBRs. The dielectric constant and dielectric loss of the P‐NBRs/GF/CE composites are increased with the increasing addition of P‐NBRs. POLYM. COMPOS., 35:564–569, 2014. © 2013 Society of Plastics Engineers
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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