Tunable Mode-locked Erbium/Ytterbium co-doped fiber laser
Why this work is in the frame
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Bibliographic record
Abstract
We proposed a tunable mode-locked fiber laser using a double-clad erbium-ytterbium co-doped fiber (DC-EYDFL). A tunable grating was used to achieve the tunability. The pulse width, repetition rate, energy and output power of the generated mode-locked pulses were 240 ns, 862 kHz 5.76 mW and 6.68 nJ at 1570 nm, respectively. The stability of the laser was observed using an RF spectrum analyzer, and the signal-to-noise ratio was more than 40 dB at the fundamental frequency of 862.4 kHz.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.008 |
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