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
50 accessions belonging to 11 Fagopyrum species (including 7 species in the big-achene-group buckwheat and 4 species in the small-achene-group buckwheat) were studied by means of 10 random primers and Random Amplified Polymorphic DNA (RAPD) technique. The RAPD fingerprint and the phylogeny map of Fagopyrum species were established on the basis of RAPD. Result showed that there were much great differences between the big achene group and the small achene group on DNA level and among different buckwheat species. The differentiation of F. tataricum DNA was the biggest in big achene group, and the differentiation of buckwheat and other species in the big-achene-group was much. F.megaspartanium and F.pilus were very similar to common buckwheat and tartary buckwheat, respectively, this phenomenon supported that F.megaspartanium and F.pilus were ancestral species of common buckwheat and tartary buckwheat, respectively.
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