Reactivity of Intermediates in Benzoylformate Decarboxylase: Avoiding the Path to Destruction
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
Benzoylformate decarboxylase forms a covalent intermediate from thiamin diphosphate (TDP) and benzoylformate, alpha-mandelylTDP. This loses carbon dioxide to form a carbanion (enamine). Protonation of the carbanion and elimination of benzaldehyde regenerate enzyme-bound TDP. We synthesized alpha-mandelylthiamin and found that the rate of the loss of carbon dioxide is one-millionth that of the enzymic reaction. Thus, the enzyme provides an environment that facilitates the unimolecular decarboxylation process. However, the resulting nonenzymic carbanion reacts very rapidly to give products that lead to the irreversible destruction of the cofactor. This contrasts with the normal process on the enzyme. Brønsted acids on the enzyme may divert the reaction to the benzaldehyde precursor, or the enzyme may block access to the pathway that leads to destruction of the cofactor.
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 | 0.001 |
| 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 it