A numerical study of a triple product optical processor
Why this work is in the frame
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Bibliographic record
Abstract
An analytical and numerical study of the triple product acousto-optic processor output was performed. The processor is capable of detecting the carrier frequency and modulation envelope of both coherent and incoherent signals. This triple product acousto-optic based optical processor could ultimately be used to determine the carrier and pulse repetition (PRF) frequencies of radar signals. The processor utilizes the time and space integrating capabilities of acousto-optic cells to determine the desired frequencies. The advantage of the processor in question compared to the existing ones is its ability to determine the PRF of incoherent radar signals. This is accomplished by performing a Fourier transform of the envelope signal alone, rather than of the composite signal consisting of the carrier and envelope signals. At the same time the processor can perform the operation on a number of radar signals of different carrier frequencies simultaneously.
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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) | 0.001 | 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