Graphical Abstract: Eur. J. Org. Chem. 8/2010
Bibliographic record
Abstract
Abstract The cover picture shows the skyline of the old part of Girona in northeast Catalonia, Spain. In the foreground is one of the many bridges that span the river Onyar from the new part of the town to the Jewish quarter. This bridge, named the Pont de Sant Feliu, is the usual starting point for visiting this quarter. It offers a nice view of the narrow colourful houses that back onto the river and allows an impressive view of the Cathedral and the Sant Feliu church. Built in different styles (11th–17th century AD), the Cathedral preserves a Gothic nave with the widest arched span in the world. In this picture, the Pont de Sant Feliu serves as a means to depict the synthesis of a 4‐arylphenylalanine tripeptide from a resin‐bound phenylalanine boronate. Details can be found in the article by L. Feliu et al. on p. 1461 ff, and results on the formation of the boronate through a solid‐phase Miyaura borylation are also discussed.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.643 | 0.211 |
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".