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
A new species,Rhododendron maculatum Xiang Chen Jiayong Huang,and a new variety,Rhododendron delavayi Franchet var.puberulum Xiang Chen Xun Chen(Ericaceae),from Guizhou Province,China are described and illustrated.R.maculatum is close to R.verruciferum from which it differs by having glandular branchlets and petioles,a bigger leaf blade with glabrous abaxial surface,a longer sparsely glandular rachis,a not warty but desenly glandular pedicel,a bigger widely campanulate white corolla with a purplish red blotch,and a longer filament,ovary,and style.R.delavayi var.puberulum differs from R.delavayi var.delavayi by the former's oblanceolate leaf blades with somewhat thin and compact indumentum on abaxial surface,puberulent corolla tube,filaments,and style.Both of the new species and new variety are Critically endangered(CR),based on the IUCN Red List Categories and Criteria,therefore,careful protection is highly desired.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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 it