Characterization of Microbial Polythioesters: Physical Properties of Novel Copolymers Synthesized by <i>Ralstonia eutropha</i>
Bibliographic record
Abstract
Various samples of polythioesters with different contents of 3-mercaptopropionic acid (3MP) or 3-mercaptobutyric acid (3MB) as one comonomer and with 3-hydroxybutyric acid (3HB) as the second constituent were produced by cultivating cells of Ralstonia eutropha strain H16 in mineral salts medium containing 3MP or 3MB plus gluconate as carbon sources. Fermentations were done also at the 30-L scale. The various samples were cast as films from chloroform and the following were recorded: melting point, solid-state NMR, X-ray diffraction. The copolyester poly(3HB-co-3MP) displayed mutiple melting peaks corresponding to separate phases rich in 3MP and 3HB. The copolyester poly(3HB-co-3MB) displayed very low crystallinity and melting points higher than that of poly(3HB) when the 3HB content was 40% or less.
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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 | 0.001 |
| 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".