What do we know about the molecular mechanism of 3‐MCPD ester formation?
Bibliographic record
Abstract
Abstract The 3‐monochloropropane‐1,2‐diol (3‐MCPD) esters belong to a group of well known process‐induced contaminants derived from mono‐ and di‐chlorinated glycerols. The 3‐MCPD was first identified in 1978 in acid‐hydrolysed vegetable proteins and its corresponding esters in 1980 and since their discovery almost 30 years later the exact mechanism of their formation is still unknown. The recent renewed interest in their formation mechanism can be attributed to the realization that the ester content in real food systems often exceeds that of free 3‐MCPD content by many orders of magnitude. Presently, there are four proposed mechanisms all involving SN2 nucleophilic attack by chloride ions but differing from each other based on either the nature of the substrate or the leaving group. Two of the proposed mechanisms involve direct nucleophilic attack by the chloride ion at the glycerol carbon atoms carrying either an ester group or a protonated hydroxyl group. The other two pathways propose the formation of reactive intermediates such as acyloxonium ion or an epoxide ring in the form of glycidol prior to the nucleophilic attack by chloride ions.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.005 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.004 |
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 source (direct Gemma or distilled Codex), 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".