Bibliographic record
Abstract
A diverse team of global experts has been selected to lead ACS Omega, the American Chemical Society’s newest open access journal publishing peer-reviewed articles. Based in the Americas, Europe, India, and China, the editors not only represent key geographic regions of active R&D, but they also bring expertise from four distinct scientific areas of interest. The new editors are Cornelia Bohne, a professor of chemistry at the University of Victoria in Canada; Krishna Ganesh, director of the Indian Institute of Science Education & Research (IISER) in Pune, India; Luis Liz-Marzán, Ikerbasque research professor and scientific director at Centre for Cooperative Research in Biomaterials (CIC biomaGUNE) in Spain; and Deqing Zhang, director of the Institute of Chemistry, Chinese Academy of Sciences, in China. Bohne’s research focuses on developing the fundamental understanding of the dynamics of supramolecular systems and on applying this knowledge to functional supramolecular materials. Ganesh is an expert in
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 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 | 0.001 |
| 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".