Calibrated UV reflectance photography of Hebomoia glaucippe sulphurea
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract Ultraviolet (UV) reflective and absorbent markings on wings of male Hebomoia glaucippe sulphurea butterflies are important visual markers used in mating to differentiate them from other species. The objective of our study was to determine whether these markings deteriorate in museum collections over time. We first characterized quantitatively the UV reflective and UV absorbent wing markings from fresh and naturally aged male H. glaucippe sulphurea using UV reflectance microphotography, which was calibrated with handmade reflectance standards. The results of calibrated UV reflectance photography were then compared qualitatively with the same markings using visible light photography, transmitted and reflected visible light microscopy, and scanning electron microscopy (SEM). A UV-converted Nikon D200 with a Baader Ultraviolet Venus lens filter was used to record UV reflective and UV absorbent wing markings of the specimens. The handmade reflectance standards were prepared using magnesium oxide, plaster, and carbon, photographed alongside the specimens, and used to calibrate the photographs. The easily and affordably produced handmade reflectance standards were effective in calibrating the UV reflectance digital photographs, which allowed for each pixel of the digital photographs to be used for optical densitometry measurements. Quantitative data from calibrated UV reflectance photography demonstrated little evidence of deterioration in the UV reflective markings, although there was clear deterioration in the UV absorbent markings. This quantitative data, along with the calibrated UV photographs themselves, offered complementary documentation to visible light microscopy and SEM images. Results show that both visible-spectrum and UV markings fade in naturally aging museum specimens. We conclude that by using calibrated UV reflectance photography, a relatively inexpensive technique, a baseline and eventual degradation of Lepidoptera wing markings may be quantified and may provide valuable data to clarify the mechanisms behind this degradation. With the rate of change quantified, and the mechanisms of fading understood, it is hoped that preventative measures can be taken in the future to remedy this loss of valuable data in collections.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 it