Study on the sensing characteristics of fiber Bragg grating packaged by aluminum alloy slice
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 aluminum alloy slice packaging technique for fiber Bragg grating(FBG) sensor was developed to solve the problems on surface sticking FBG sensors such as large packaging volume and inconvenient surface sticking.Then the strain and temperature sensing properties of the aluminum alloy slice packaged FBG has been experimentally studied on cantilever beam and hot water.The experimental results indicate that the sensitivity coefficients of aluminum alloy slice packaged FBG sensor are 1.407 pm/μe in strain and 29 pm/℃ in temperature,which are approximately 1.2 times in strain and 3.02 times in temperature as much as that of bare FBG sensors,the shifts of center wavelength of packaged FBG are in good linear relationship with tensile force and temperature,and the reproducibility of experiments are also well.
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) | 0.001 | 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 | 0.001 |
| 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