Using Molecular Strain and Aromaticity To Create Ultraweak C−H Bonds and Stabilized Carbon-Centered Radicals
Bibliographic record
Abstract
An approach based on relief of molecular strain in the parent hydrocarbon, extended conjugation in the radical, and the driving force toward aromaticity is used to design molecules with ultraweak C-H bonds. The molecular strain is generated by two fused rings containing (5,5)-, (5,6)-, or (6,6)-membered ring structures. Homodesmotic reactions are used to calculate the molecular strain enthalpy (MSE) of the parent hydrocarbons and the corresponding radicals, and to analyze how it changes through these reactions. B3LYP calculations are used to obtain the bond dissociation enthalpies (BDEs) for breaking one or more C-H bonds as well as the C-O bond formed after oxygen addition to the radical. Loss of a second H-atom can lead to very low R-H BDE values, especially when the ultimate product is aromatic. Molecular structures based on these ideas may be of interest as novel antioxidants based on carbon-centered radicals.
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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 | 0.000 |
| 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".