The chiro-Inositols and Related Cyclitols as Chiral Monomers for Polymerization: Expansion of a Family of Chiral Polymers
Bibliographic record
Abstract
Three different synthetic approaches to three different classes of oligomeric and polymeric inositol and inositol-like derivatives are presented: Grubbs cross-metathesis polymerization, Lewis acid catalyzed epoxide opening, and head-to-tail Diels–Alder polymerization. All three approaches lead to the formation of oligomers and polymers. The oligomers/polymers formed range from three (low-molecular-weight fraction of Diels–Alder polymerization) to 60 (Lewis acid catalyzed polymerization) repeats of inositol or inositol-like units. The molecular weights of the polymers were characterized by gel-permeation chromatography (GPC), MALDI, and NMR end-group analysis.
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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 | 0.001 |
| 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 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".