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
The past year had a special significance for Planta Medica , since the journal celebrated its 60th anniversary. To mark this festive occasion, a special anniversary ceremony, hosted by Prof. Dr. Luc Pieters (Editor-in-Chief), Prof. Dr. Adolf Nahrstedt (Senior Editor) and Prof. Dr. Matthias Hamburger (Review Editor) was organized at the 2013 International Congress and Annual Meeting of the Society for Medicinal Plant and Natural Product Research (GA) in Münster, 1st – 5th of September 2013. This ceremony also provided the occasion to present the first Thieme Award for the Most Innovative Paper of the Year , to the research group headed by Dr. Susan Murch of the University of British Columbia (Canada) for their ground-breaking work on plant metabolomics [ 1 ]. The “Most Innovative Paper of the Year” will also be awarded in 2014.
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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 0.006 |
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