Near Infrared-Controlled Whispering Gallery Mode Resonator Sensor
Bibliographic record
Abstract
In this letter, a near infrared (NIR) controlled whispering gallery mode resonator sensor is presented. The resonator incorporates a high-resistivity silicon (HRS) disk, which is placed in the proximity of a microstrip line. The strength of the coupling in the resonator is controlled through illumination of the HRS disk by the NIR radiation. By tuning the amount of this illumination, and without making any change in the physical structure of the resonator, it is shown that the resonator can be easily adjusted to operate in its most sensitive way: critical coupling condition. Under this condition, the transparency level of the sample-under-test to the NIR radiation strongly affects the level of coupling from the microstrip line to the resonator, and as a consequence, the sensing mechanism is realized. For verification of the proposed sensing technique, experiments over salty liquid and aqueous glucose solution are carried out. The sensor operates at a frequency of 29.08 GHz and shows high sensitivity of 0.76-1.62 dB/(mg/ml).
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".