Evaluation of St. John's wort (Hypericum perforatum L.) collection
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
St. John’s wort is a perennial medicinal plant commonly cultivated in Poland. St. John’s wort herb, collected at the beginning of its flowering, has a broad spectrum of medical applications. In recent years St. John’s wort plantations have been infected by fungi Colletotrichum gleosporioides (Penz.), which has caused necrosis of whole plants. In the Research Institute of Medicinal Plants (RIMP) a collection of 10 accessions was gathered to evaluate their morphological traits, secondary metabolites content and resistance to pathogen in comparison with cultivar ‘Topaz’. The two-year evaluation of the collection made it possible to select accession nr 7, coming from Czarny Las near Ostrzeszow, whose plants showed C. gleosporioides tolerance and a high content of secondary metabolites.
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 | 0.001 | 0.000 |
| 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) | 0.001 | 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