Second Harmonic Optical Activity of Tryptophan Derivatives Adsorbed at the Air/Water Interface
Bibliographic record
Abstract
Optical activity in second harmonic reflection from the air/water interface of solutions of simple tryptophan (trp) derivatives has been investigated. The derivatives include d - and l -optical isomers of Boc-trp and dd - and ll -isomers of the dipeptide Boc-trp-trp, where Boc is tert -butyloxycarbonyl. An experimental method based on polarization modulation of fundamental radiation by rotation of a quarter-wave retardation plate has been used to completely characterize the second-order nonlinear susceptibilities of the chiral surfaces, for the fundamental wavelength λ = 564 nm. Boc-trp and Boc-trp-trp show similar chiral contributions to the nonlinear susceptibilities, which indicates that the chiral response does not depend on intramolecular interactions between trp residues. The efficiency of second harmonic reflection has been shown to be resonantly enhanced at the two-photon level, in the region of the near-UV bands (∼280 nm) of the indole chromophore of tryptophan. The origin of the chiral response is discussed in terms of simple microscopic models, and a comparison is made with optical activity of tryptophanyl compounds in linear spectroscopy. The peptide gramicidin, incorporating several trp residues, showed no evidence of optical activity in second harmonic reflection from the air/water interface. This indicates that second harmonic optical activity is sensitive to structural effects such as conformational and orientational distributions of trp residues at the interface.
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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) | 0.001 | 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 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".