Size-Dependent Extinction Coefficients and Transition Energies of Near-Infrared β-Ag<sub>2</sub>Se Colloidal Quantum Dots
Bibliographic record
Abstract
Our investigations of silver selenide colloidal quantum dots, emitting in the biologically important near-infrared region, demonstrate the size-dependence of their optical properties. Ag 2 Se nanocrystals were prepared in the orthorhombic phase with their average radius varying from 0.95 to 4.7 nm as observed by transmission electron microscopy. The high purity of the samples, established by energy-dispersive X-ray spectroscopy and X-ray diffraction, allowed for the accurate determination of the Ag 2 Se content of colloidal suspensions by a thermogravimetric method. The energy of the first observed transition is found to decrease asymptotically with colloidal quantum dot size, tending toward a value of 1.1 eV, a value significantly above the β-Ag 2 Se bulk bandgap. Furthermore, the molar extinction coefficient of this absorption is proportional to r 0 2.7±0.2, where r 0 is the cQD radius. At higher energies, the extinction coefficient eventually follows the classically predicted cubic power law with r 0 .
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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".