Growth and characterization of semi-organic nonlinear optical crystals of <scp>l</scp>-leucine hydrochlorobromide (LEHCBr)
Bibliographic record
Abstract
l-Leucine hydrochlorobromide (LEHCBr), a semi-organic nonlinear optical material, was synthesized and grown as single crystal by slow evaporation method at ambient temperature. The powder X-ray diffraction pattern of the grown LEHCBr crystal was indexed and compared with single crystal X-ray diffraction data. Functional groups present in the sample were identified by FT-IR analysis. The grown crystal shows a cut off wavelength of 247 nm from the recorded UV–vis–IR spectrum. The thermal stability and melting temperature of LEHCBr were determined from TGA/DTA curves. The Vickers hardness was evaluated to be 71.9 kg/mm2 using Vickers microhardness tester. The dielectric behavior of the crystal was studied at different temperatures. The positive photo conducting nature of the LEHCBr crystal was confirmed by photoconductivity study. The Kurtz–Perry powder study revealed the SHG efficiency of LEHCBr as 4.6 times higher than that of KDP.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 source (direct Gemma or distilled Codex), 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".