Conformation and Orientation of Proteins in Various Types of Silk Fibers Produced by Nephila clavipes Spiders
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Bibliographic record
Abstract
Silk fibers harvested from the web, cocoon, and prey wrapping of the spider Nephila clavipes have been studied by polarized Raman spectromicroscopy. The technique is efficient to differentiate the various types of silk by probing monofilaments produced by the major ampullate (MA), minor ampullate (MI), cylindriform, flagelliform, and aciniform glands. The spectra show that the MA, MI, and cylindriform silks belong to the same structural class and are composed of highly oriented beta-sheets (35-37%) with other slightly oriented secondary structures. Spectral markers of particular motifs involved in the beta-sheets have been identified. The flagelliform silk represents a second, very peculiar structural class. It displays a heterogeneous disordered conformation without any preferential orientation. Such characteristics certainly play a role in the large extensibility of this silk. The aciniform silk represents a third class of silk dominated by moderately oriented beta-sheets (approximately 30%) and alpha-helices (approximately 24%). Such a structure seems important in explaining the high toughness of this silk.
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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) | 0.000 | 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