Identifying Plasmon-Exciton Coupling in Au Nanoislands Coated with Thin Films of J-Aggregates
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Bibliographic record
Abstract
The coupling between plasmons and excitons gives rise to a hybrid quasiparticle known as a plexciton. Plexcitons have vast sensing applications in photodetection, refractive index sensing, gas sensing, probing hot carriers, creation and detection of entangled states, etc. Plexcitonic coupling can exist in the weak coupling, intermediate coupling and strong coupling regimes. Of these regimes, strongly coupled plexcitonic states are the hardest to create and observe, and yet are the most desirable for high fidelity sensing applications. Herein, we report the observation of Rabi splitting in cyanine dye J-aggregates on gold nanoislands, which indicates strong plasmon-exciton coupling.
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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) | 0.002 | 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